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Partners include BAFTA, Channel Four, the British Council, Total Film and Creative England. The judging panel has included Jaime Winstone, Eugene Simon, Stuart Cosgrove, Roger Chapman, Paul Weiland and Nicola Reed. Love Mondays campaign
From 2008 to 2018 the company ran a nationwide advertising campaign fronted by actor and comedian Rufus Jones, who played James Reed as a caricature of a comic book superhero. Covid-19 response and Keep Britain Working
During the COVID-19 pandemic Reed re-launched the Keep Britain Working campaign, originally launched after the 2008 financial crisis. Alongside 26 other businesses and industry figures, such as Sir Alan Sugar, Lord Bamford, Luke Johnson and James Timpson, Reed called upon CEOs to protect jobs by sacrificing management salaries and company profits; Reed declined his own salary from the family business during the pandemic. For its various Covid relief efforts, the company received Management Today's 2021 Special Recognition Award. Controversy
In 2002, shares in the Reed Health Group (which had been demerged from the parent company in 2001) fell 25% after the surprise firing of the Chief Executive and Finance Director of Reed Health, a company demerged from the wider Reed Group in 2001. Reed Health was initially well received by investors, with the value of its shares briefly surpassing that of its former parent company. Shortly after demerger, the firm began a programme of expansion by acquisition led by Chief Executive Christa Echtle and finance director Desmond Doyle. | [
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In May 2002, Reed Health used cash and shares to acquire medical employment agency Locum Group, following which Echtle and Doyle tabled a proposal at Reed Health's AGM to permit them to buy further companies without shareholder approval. Had the motion been passed, Reed Health would have the power to dilute the Reed family's shareholding to the point where the family risked losing control of the company. The proposal was voted down. The Reed family then opposed the reelection of Echtle and Doyle as directors, effectively firing them during the AGM. News of the pair's departure took the City by surprise. Some financial commentators, such as Patience Wheatcroft of Management Today, criticised the firings and called for better corporate governance from Reed's board. Reed later cited the incident as shaping the Reed family's decision to take the company private. In April 2003 the family launched an offer to buy back shares in Reed Executive for 140p per share, an 18% premium on the pre-announcement closing price; in 2005 the family regained control of Reed Health after a premium bid. Reed companies are now privately owned and family-controlled. Founder succession
In 2000 Alec Reed stepped down from the position of chairman to become non-executive chairman, before relinquishing all executive responsibilities in 2004 and assuming the title of founder-at-large. James Reed became chairman in 2004. The company is now run by a triumvirate of directors, consisting of Reed and two non-family directors making decisions on a majority-voting basis. Charities
The Reed Foundation is a charitable foundation set up by Reed. The Foundation owns an 18% share in the Reed Group. | [
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Donations include a one million Rand grant to the Nelson Mandela Foundation to support education in South Africa, and two million pounds to the West London Academy in Ealing, later renamed the Alec Reed Academy. The Big Give is a Reed Foundation initiative to introduce donors to charitable projects in their field of interest. It is reportedly one of the UK's largest philanthropic initiatives. Launched in 2007, the Big Gives website holds details of over 7,500 charities. It reports raising £186m to date, distributed to approximately 2800 different charities. As of April 2021, it has raised over £5.5m for Covid-19 relief initiatives. The Big Give is sponsored and supported by the Reed Foundation's stake in Reed Group, which led The Guardian newspaper to write that Reed staff "...effectively work one day a week to fund good causes". In 1989 Alec Reed founded Ethiopiaid, a charity that works in Ethiopia to mitigate poverty, ill health and poor education. Awards
Reed was ranked #28 in Glassdoor's Top 50 Best Places to Work 2019, the highest placement for a recruitment company in the list. References
External links
Reed
Reed.co.uk
Privately held companies of the United Kingdom
Business services companies established in 1960
Companies based in the London Borough of Camden
Employment agencies of the United Kingdom
Temporary employment agencies
British companies established in 1960
1960 establishments in England | [
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AMS-LaTeX is a collection of LaTeX document classes and packages developed for the American Mathematical Society (AMS). Its additions to LaTeX include the typesetting of multi-line and other mathematical statements, document classes, and fonts containing numerous mathematical symbols. It has largely superseded the plain TeX macro package AMS-TeX. AMS-TeX was originally written by Michael Spivak, and was used by the AMS from 1983 to 1985. MathJax supports AMS-LaTeX through extensions. The following code of the LaTeX2e produces the AMS-LaTeX logo:
%%% -- AMS-LaTeX_logo.tex -------
\documentclass{article}
\usepackage{amsmath}
\begin{document}
\AmS-\LaTeX
\end{document}
The package has a suite of facilities to format multi-line equations. For example, the following code,
\begin{align}
y &= (x+1)^2 \\
&= x^2+2x+1
\end{align}
causes the equals signs in the two lines to be aligned with one another, like this:
AMS-LaTeX also includes many flexible commands for formatting and numbering theorems, lemmas, etc. For example, one may use the environment
\begin{theorem}[Pythagoras] Suppose $a\leq b\leq c$ are the side-lengths of a right triangle.\\ Then $a^2+b^2=c^2$.\end{theorem}
\begin{proof}. . . \end{proof}
to generate
Theorem (Pythagoras) Suppose are the side-lengths of a right triangle. Then . Proof. . . □
See also
List of TeX extensions
AMSRefs
Tombstone (typography)
References
External links
AMS TeX Resources
TeX FAQ on AMS-TeX
TeX | [
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The Lemonade Profile is a set of protocols and mandatory extensions which provides email access to diverse environments, including mobile handsets and other resource constrained devices. It is the product of an IETF Working Group, and is largely based on pre-existing specifications, including IMAP and the Message Submission profile of SMTP. It was first published in 2006 as RFC 4550, and updated in 2009 as RFC 5550. Description
Unlike many other mobile email proposals, including Push-IMAP, the Lemonade Profile does not provide for message submission via IMAP, but instead allows the MSA to pull message data directly from the IMAP store in a secure manner. This allows the protocols to continue to leverage the vast body of work on SMTP, and also means that any traditional IMAP client can interoperate fully with a Lemonade service. Rather than providing a Push e-mail mechanism, The Lemonade Profile relies on the existing IMAP capability to provide short notification messages at any time, and includes support for the IDLE command. When there is ongoing activity between the server and the client, IMAP will automatically inform the client of the presence of new messages. IDLE ensures that the server will inform the client of new messages even when there is no other activity taking place between client and server by ensuring that the connection is not disrupted by a timeout. Because of this, IDLE is often cited as providing a user experience similar to that of Push e-mail. | [
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Other Lemonade features include the ability to forward a message, part of a message or message attachment to another party—without first downloading the relevant message parts to the handset (this involves extensions to both IMAP and SMTP) as well as quick and efficient re-synchronisation of client with server in the event of a broken connection. Origin of the Lemonade name
The name derives from an off-hand comment during the formation of the working group relating to the problems of naming the profile. Lemonade does not intend to provide only for PDAs and smartphones, but to include laptops on trains and planes, e-mail access over satellite links, and other environments with constraints on bandwidth, latency, and client memory. The discussion during the formation of the group became entrenched in finding a name which encompassed all these environments, leading to a comment from the chair, "We may as well call it Pink Lemonade and have done with it." The discussion moved on to more technical issues, but the name remained, although a backronym was formed as "License to Enhance Message Oriented Network Access for Diverse Environments". P-IMAP and Lemonade
Although a draft was produced describing Oracle's Push-IMAP, it has never been the product of an IETF working group, nor has it been considered for publication as an RFC. Instead, it is essentially a proprietary protocol that has been opened in order to provide useful input into the formation of the Lemonade Profile. Early investment by some companies, including Consilient and Oracle, have led to some confusion about its status. | [
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At the time of writing, P-IMAP has more functionality than Lemonade's support for IMAP's IDLE command, at a cost that it is more distant from existing IMAP. External links
IETF Working Group: Enhancements to Internet email to Support Diverse Service Environments
Internet mail protocols | [
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Emma Mærsk is the first container ship in the of eight owned by the A. P. Moller-Maersk Group. When launched in 2006 she was the largest container ship ever built, and in 2010 she and her seven sister ships were among the longest container ships. Officially, she is able to carry around or 14,770 TEU depending on definition. In May 2010, her sister ship set a record of in Tanger-Med, Tangier. History
Emma Mærsk was built at the Odense Steel Shipyard in Denmark. In June 2006, during construction, welding work caused a fire within the superstructure. It spread rapidly through the accommodation section and bridge, which delayed her completion by six to seven weeks. She was named in a ceremony on 12 August 2006, after Mærsk Mc-Kinney Møller's late wife, Emma. On 16 August 2006, five tugboats dragged Emma Maersk from her Danish shipyard and towed her backward to the sea. She set sail on her maiden voyage on 8 September 2006 at 02:00 hours from Aarhus, calling at Gothenburg, Bremerhaven, Rotterdam, Algeciras, the Suez Canal, and arrived in Singapore on 1 October 2006 at 20:05 hours. She sailed the next day for Yantian in Shenzhen, then Kobe, Nagoya, arriving at Yokohama on 10 October 2006, and returning via Shenzhen, Hong Kong, Tanjung Pelepas, the Suez Canal, Felixstowe, Rotterdam, Bremerhaven, Gothenburg to Aarhus, arriving on 11 November 2006 at 16:00 hours. In 2008, the ship was featured on an episode of the television documentary series Mighty Ships, during a voyage between Malaysia and Spain. | [
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In 2011, the National Bank of Denmark issued a 20 DKK commemorative coin for her. Going eastwards on 1 February 2013, she suffered a damaged stern thruster and took on so much water in the Suez Canal that she became unmaneuverable. Tugs, anchors and the wind took her to Port Said to offload 13,500 containers, drain her and be investigated by divers. She had not been in danger of sinking. On 15 February 2013, the Maersk Line confirmed that she was about to leave Port Said under tow to a yard for further assessment and repair. On 25 February she reached the yard of Palermo, Sicily, where she was scheduled to stay for four months. The flooded engine was disassembled, repaired and assembled, and in August 2013, she was in service again after a DKK 250 million (roughly US$44.5m) repair. Capacity
Originally Maersk reported a capacity of 11,000 TEU (twenty-foot equivalent units) as the maximum capacity of fully loaded 14 ton containers, according to Maersk company's then method of calculating capacity, which, at her introduction into service, was about 1,400 more containers than any other ship. However, Maersk also acknowledges the standard method of defining capacity, stating 14,770 TEU. By normal calculations, she has a capacity significantly greater than reported—between 13,500 and 15,200 TEU. The difference between the official and estimated numbers is because Maersk calculates the capacity of a container ship by weight (in this case, 14 tons/container), i.e. 11,000+ containers, of which 1,000 can be refrigerated containers. | [
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Other companies calculate capacity according to the maximum number of containers that can be carried irrespective of weight, always greater than the number calculated by the Maersk method. As of 2012, the E class is still the largest by full-weight 14-tonne capacity. can carry 10,000 14 t containers, 16,020 if not fully loaded. On 21 February 2011, Maersk ordered a family of ten even larger ships from Daewoo, the , with a capacity of 18,000 containers. A further ten ships were ordered in June 2011. The first was delivered in 2013. Engine and hull
She is powered by a Wärtsilä-Sulzer 14RTFLEX96-C engine, the world's largest single diesel unit, weighing 2,300 tonnes and capable of when burning of heavy fuel oil per hour. At economical speed, fuel consumption is 0.260 bs/hp·hour (1,660 gal/hour). She has features to lower environmental damage, including exhaust heat recovery and cogeneration. Some of the exhaust gases are returned to the engine to improve economy and lower emissions, and some are passed through a steam generator which then powers a Peter Brotherhood steam turbine and electrical generators. This creates an electrical output of 8.5 MW, equivalent to about 12% of the main engine power output. Some of this steam is used directly as shipboard heat. Five diesel generators together produce 20.8 MW, giving a total electric output of 29 MW. Two 9 MW electric motors augment the power on the 150 meter main propeller shaft, the longest in the world. Two bow and two stern thrusters provide port manoeuvrability, and two pairs of stabilizer fins reduce rolling. | [
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A special silicone-based paint, instead of biocides used by much of the industry, keeps barnacles off of the hull. This increases her efficiency by reducing drag while also protecting the ocean from biocides that may leak. The paint is credited with lowering the water drag enough to save 1,200 tonnes of fuel per year. The ship has a bulbous bow, a standard feature for cargo ships. The turning diameter at is . The engine is near midship to make best use of the rigidity of the hull and to maximize capacity. When the ship rolls 20 degrees, the bridge sways 35 metres. The ships anchors weigh 29 tons each and each chain-link weighs 200 Kg. Sailing schedules
Her regular round trip is between northern Europe and the far east via the English Channel, the Strait of Gibraltar and the Suez Canal, calling at Ningbo, Xiamen, Hong Kong (westbound), Yantian (westbound), Algeciras (westbound), Rotterdam, Bremerhaven, Algeciras (eastbound), Yantian (eastbound), Hong Kong (eastbound), and Ningbo. , the schedule included Gdańsk, Aarhus, and Gothenburg. References
External links
Description and technical details for ship engine, with photos, at official website for Emma Maersk ship. World’s Largest Diesel Engine- Emma Maersk’s Wärtsilä-Sulzer RTA96-C, 26 February 2019. The World's Most Gargantuan Diesel Engine, by Andrew Tarantola, 20 July 2011. | [
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This is what 109,000 horsepower looks like – meet the biggest and most powerful engine in the world.This jaw dropper is the Wärtsilä RT-flex96C, the world’s largest and most powerful diesel engine in the world today. by Tibi Puiu. 16 May 2019. zmescience.com
The Engines of the Largest Container Ships in the World, and Challenges their Manufacturers Face, 28 May 2018. Exclusive Photos: Inside the Engine Room Of Maersk Triple- E, By MI News Network | In: Photo of the day | Updated on 1 January 2020. Merchant ships of Denmark
Container ships
Ships of the Maersk Line
Ships built in Odense
2006 ships
Maritime incidents in 2006
Ship fires | [
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Design Worldwide Partnership provides architectural and interior design services across Asia, Australia and the Middle East. Founded in Thailand in 1994, DWP grew to a consortium that was launched in 2001 as a partnership of design businesses on nearly every continent with offices in such countries as Vietnam, Malaysia, UAE, Bahrain, Thailand, India, Singapore, Hong Kong, USA and Australia. In 2017 dwp|suters (formerly Suters Architects), a well established Australian design firm, formally merged under the DWP banner cementing a long term alliance of the two practices. The business has since been expanded to incorporate related services including event management, communications, public relations and branding. DWP designed the Sirocco restaurant in the State Tower in Bangkok, featured in the movie The Hangover Part II. Other projects include facilities for multinationals clients including Citigroup, InterContinental Hotels Group and Microsoft. See also
Architecture of Australia
Architecture of Thailand
Architecture of Vietnam
References
External links
Architecture firms of Thailand
Interior design firms
Companies based in Bangkok
Design companies established in 1994
Thai companies established in 1994 | [
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Gwyddion is a multiplatform modular free software for visualization and analysis of data from scanning probe microscopy (SPM) techniques (like AFM, MFM, STM, SNOM/NSOM). The project is led by its main developers David Nečas (Yeti) and Petr Klapetek who work together with several various developers across the world. The software is made available as free software under the terms of the GNU General Public License. The name “Gwyddion” is that of a prominent god of Welsh Mythology, see Gwydion
It is created for the analysis of height fields and other 2D (image) data. While it is primarily intended for data originating from scanning probe microscopy techniques (like AFM, MFM, STM, SNOM/NSOM), it may also be used for the analysis of profilometry data, for instance. Data is calculated and stored in the native file format (.gwy) in double precision. Gwyddion supports many different file types and performs many image-based functions. Among others it can open and save the following graphics file formats:
Windows bitmap (.bmp)
Joint Photographic Experts Group (.jpeg, .jpg, or .jpe)
Portable Network Graphics (.png)
TARGA (.tga)
Tagged image file format (.tiff, .tif)
Portable aNy Map (.pnm)
Technical features
Quote from homepage of Gwyddion: 'Gwyddion uses a fairly general physical unit system, there are no principal limitations on the types of physical quantities data (and lateral dimensions) can represent. Units of slopes, areas, volumes, and other derived quantities are correctly calculated. SI unit system is used whenever possible. | [
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Tools and other dialogs remember their parameters, not only between tool invocations during one session, but also between sessions. Gwyddion native file format (.gwy) supports saving all data specific settings: false color palette, masks, presentations, selections, associated 3D view parameters, graphs associated with that data and their settings, etc.' Gwyddion is mainly developed on Linux platform using GNU set of compilers and utilities. Its graphical user interface is based on the popular interface toolkit GTK+. Availability and versions
It is available for Linux platforms and has been ported to other unix flavors that has support the GNU Autotools or its equivalent. The Windows version is slightly incomplete due to limitations of the platform, but supports nearly all major features. The Mac OS version can be built using Xcode, and some pre-built binaries are available. Apple Darwin, or OpenDarwin is the only major platform Gwyddion has not been thoroughly tested on. Gwyddion program could also be ported to other branches of the BSD operating system. References
External links
GNOME Applications
Free science software
Science software that uses GTK
Science software for Linux | [
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] |
Greenwood Corvettes is an American automotive performance tuning and racing company specializing in Corvette sportscars and race cars founded by automotive enthusiasts and professional race car drivers, American brothers Burt and John Greenwood. Throughout his career as a professional race car driver and builder John Greenwood successfully piloted Chevrolet Corvettes in several significant races in the 1970s, including the 24 Hours of Le Mans (1972, 1973, 1976), the 24 Hours of Daytona (1971), and the 12 Hours of Sebring (1971). References
External links
Greenwood Corvettes
Automotive motorsports and performance companies
Auto tuning companies | [
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is a Japanese video game for the MSX2 home computer system and Family Computer featuring former comedian Masashi Tashiro released in 1989. Summary
The story is about the hero Masashi Tashiro who has to rescue the four princesses in distress. One happy ending and four unhappy endings were used in the game; becoming one of the first video games to have multiple endings. The game was not very successful, but it started appearing frequently and getting high prices on online auction sites like Yahoo! after 2000, when Masashi Tashiro was arrested and convicted several times in connection with voyeurism and drug abuse. References
Nintendo Entertainment System games
MSX2 games
1989 video games
Japan-exclusive video games
Epic/Sony Records games
HAL Laboratory games
Video games developed in Japan | [
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In mathematics, Gaussian measure is a Borel measure on finite-dimensional Euclidean space Rn, closely related to the normal distribution in statistics. There is also a generalization to infinite-dimensional spaces. Gaussian measures are named after the German mathematician Carl Friedrich Gauss. One reason why Gaussian measures are so ubiquitous in probability theory is the central limit theorem. Loosely speaking, it states that if a random variable X is obtained by summing a large number N of independent random variables of order 1, then X is of order and its law is approximately Gaussian. Definitions
Let n ∈ N and let B0(Rn) denote the completion of the Borel σ-algebra on Rn. Let λn : B0(Rn) → [0, +∞] denote the usual n-dimensional Lebesgue measure. Then the standard Gaussian measure γn : B0(Rn) → [0, 1] is defined by
for any measurable set A ∈ B0(Rn). In terms of the Radon–Nikodym derivative,
More generally, the Gaussian measure with mean μ ∈ Rn and variance σ2 > 0 is given by
Gaussian measures with mean μ = 0 are known as centred Gaussian measures. The Dirac measure δμ is the weak limit of as σ → 0, and is considered to be a degenerate Gaussian measure; in contrast, Gaussian measures with finite, non-zero variance are called non-degenerate Gaussian measures. | [
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Properties of Gaussian measure
The standard Gaussian measure γn on Rn
is a Borel measure (in fact, as remarked above, it is defined on the completion of the Borel sigma algebra, which is a finer structure);
is equivalent to Lebesgue measure: , where stands for absolute continuity of measures;
is supported on all of Euclidean space: supp(γn) = Rn;
is a probability measure (γn(Rn) = 1), and so it is locally finite;
is strictly positive: every non-empty open set has positive measure;
is inner regular: for all Borel sets A, so Gaussian measure is a Radon measure;
is not translation-invariant, but does satisfy the relation where the derivative on the left-hand side is the Radon–Nikodym derivative, and (Th)∗(γn) is the push forward of standard Gaussian measure by the translation map Th : Rn → Rn, Th(x) = x + h;
is the probability measure associated to a normal probability distribution:
Gaussian measures on infinite-dimensional spaces
It can be shown that there is no analogue of Lebesgue measure on an infinite-dimensional vector space. Even so, it is possible to define Gaussian measures on infinite-dimensional spaces, the main example being the abstract Wiener space construction. A Borel measure γ on a separable Banach space E is said to be a non-degenerate (centered) Gaussian measure if, for every linear functional L ∈ E∗ except L = 0, the push-forward measure L∗(γ) is a non-degenerate (centered) Gaussian measure on R in the sense defined above. | [
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For example, classical Wiener measure on the space of continuous paths is a Gaussian measure. References
See also
Besov measure, a generalisation of Gaussian measure
Cameron–Martin theorem
Measures (measure theory)
Stochastic processes | [
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Photogenics is raster graphic editing software produced by Idruna Software. Features
Photogenics can work with different color models like CMYK and HDR. Supported HDR formats include OpenEXR, TIFF, Alias, Cineon/PDX, and others. The program is capable of handling various RAW file formats such as those used by Canon or Nikon cameras. Platforms
Photogenics was originally developed for AmigaOS and published by Almathera Systems Ltd. It was later ported to Microsoft Windows, Linux and Microsoft Pocket PC platform. Current version no longer supports Linux. See also
Comparison of raster graphics editors
List of raster graphics editors
Raster graphics editor
Raster graphics aka Bitmap
Vector editors versus bitmap editors
References
External links
Photogenics product page on the Idruna homepage
AV & Photogenics, a write-up of the Photogenics launch at World of Amiga 1995
Raster graphics editors
Amiga software | [
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In mathematics, the Cameron–Martin theorem or Cameron–Martin formula (named after Robert Horton Cameron and W. T. Martin) is a theorem of measure theory that describes how abstract Wiener measure changes under translation by certain elements of the Cameron–Martin Hilbert space. Motivation
The standard Gaussian measure γn on n-dimensional Euclidean space Rn is not translation-invariant. (In fact, there is a unique translation invariant Radon measure up to scale by Haar's theorem: the n-dimensional Lebesgue measure, denoted here dx.) Instead, a measurable subset A has Gaussian measure
Here refers to the standard Euclidean dot product in Rn. The Gaussian measure of the translation of A by a vector h ∈ Rn is
So under translation through h, the Gaussian measure scales by the distribution function appearing in the last display:
The measure that associates to the set A the number γn(A−h) is the pushforward measure, denoted (Th)∗(γn). Here Th : Rn → Rn refers to the translation map: Th(x) = x + h. The above calculation shows that the Radon–Nikodym derivative of the pushforward measure with respect to the original Gaussian measure is given by
The abstract Wiener measure γ on a separable Banach space E, where i : H → E is an abstract Wiener space, is also a "Gaussian measure" in a suitable sense. How does it change under translation? | [
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It turns out that a similar formula to the one above holds if we consider only translations by elements of the dense subspace i(H) ⊆ E.
Statement of the theorem
Let i : H → E be an abstract Wiener space with abstract Wiener measure γ : Borel(E) → [0, 1]. For h ∈ H, define Th : E → E by Th(x) = x + i(h). Then (Th)∗(γ) is equivalent to γ with Radon–Nikodym derivative
where
denotes the Paley–Wiener integral. The Cameron–Martin formula is valid only for translations by elements of the dense subspace i(H) ⊆ E, called Cameron–Martin space, and not by arbitrary elements of E. If the Cameron–Martin formula did hold for arbitrary translations, it would contradict the following result:
If E is a separable Banach space and μ is a locally finite Borel measure on E that is equivalent to its own push forward under any translation, then either E has finite dimension or μ is the trivial (zero) measure. (See quasi-invariant measure.) In fact, γ is quasi-invariant under translation by an element v if and only if v ∈ i(H). Vectors in i(H) are sometimes known as Cameron–Martin directions. | [
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Integration by parts
The Cameron–Martin formula gives rise to an integration by parts formula on E: if F : E → R has bounded Fréchet derivative DF : E → Lin(E; R) = E∗, integrating the Cameron–Martin formula with respect to Wiener measure on both sides gives
for any t ∈ R. Formally differentiating with respect to t and evaluating at t = 0 gives the integration by parts formula
Comparison with the divergence theorem of vector calculus suggests
where Vh : E → E is the constant "vector field" Vh(x) = i(h) for all x ∈ E. The wish to consider more general vector fields and to think of stochastic integrals as "divergences" leads to the study of stochastic processes and the Malliavin calculus, and, in particular, the Clark–Ocone theorem and its associated integration by parts formula. An application
Using Cameron–Martin theorem one may establish (See Liptser and Shiryayev 1977, p. 280) that for a q × q symmetric non-negative definite matrix H(t) whose elements Hj,k(t) are continuous and satisfy the condition
it holds for a q−dimensional Wiener process w(t) that
where G(t) is a q × q nonpositive definite matrix which is a unique solution of the matrix-valued Riccati differential equation
See also
Girsanov theorem
References
Probability theorems
Theorems in measure theory | [
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In mathematics, an exceptional Lie algebra is a complex simple Lie algebra whose Dynkin diagram is of exceptional (nonclassical) type. There are exactly five of them: ; their respective dimensions are 14, 52, 78, 133, 248. The corresponding diagrams are:
G2 :
F4 :
E6 :
E7 :
E8 :
In contrast, simple Lie algebras that are not exceptional are called classical Lie algebras (there are infinitely many of them). Construction
There is no simple universally accepted way to construct exceptional Lie algebras; in fact, they were discovered only in the process of the classification program. Here are some constructions:
§ 22.1-2 of give a detailed construction of . Exceptional Lie algebras may be realized as the derivation algebras of appropriate nonassociative algebras. Construct first and then find as subalgebras. Tits has given a uniformed construction of the five exception Lie algebras. References
Further reading
https://www.encyclopediaofmath.org/index.php/Lie_algebra,_exceptional
http://math.ucr.edu/home/baez/octonions/node13.html
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Thamudic is a name that refers to ancient Arabic Thamudic tribe language found by nineteenth-century scholars for large numbers of inscriptions in Ancient North Arabian (ANA) alphabets which have not yet been properly studied. These texts are found over a huge area from southern Syria to Yemen. In 1937, Fred V. Winnett divided those known at the time into five rough categories A, B, C, D, E. In 1951, some 9,000 more inscriptions were recorded in south-west Saudi Arabia which have been given the name Southern Thamudic. Thamudic A is now known as Taymanitic. Thamudic E is now known as Hismaic. Southern Thamudic is also known as Thamudic F.
Varieties
Thamudic B
The Thamudic B inscriptions are concentrated in Northwest Arabia, but can be occasionally found in Syria, Egypt, and Yemen. Thamudic C
The Thamudic C inscriptions are concentrated in the Najd, but can be found elsewhere across western Arabia as well. Thamudic D
Thamudic D inscriptions are concentrated in northwest Arabia, and one occurs alongside a Nabataean tomb inscription in Hegra (Mada'in Salih) dated to the year 267 CE. Thamudic F (Southern Thamudic)
Thamudic F texts come from the southwestern part of the Arabian Peninsula and seem to contain only names, although some of these names contain mimation and one example of a hl- */hal/ definite article. References
External links
Smithsonian National Museum of Natural History - Pre-Islamic Period Inscriptions - Thamudic
Article from the Departmental Journal published by the Arab Writers Union in Damascus (in Arabic)
History of Saudi Arabia
Ancient North Arabian | [
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The Kuwait Food Company, doing business as the Americana Group (), is a Kuwaiti food company headquartered in Sharjah City. It operates food products throughout the Middle East and North Africa region, Americana Group is the largest integrated food company in Middle East. History
In 1970, Americana first opened Wimpy in Kuwait. During the 1970s, Americana Meat was introduced in the market which included chicken nuggets, hamburgers, chicken fillets and more. Americana Group’s main lines of business are operating food and beverage outlets, and manufacturing of food products. It has a network of over 1,200 outlets. The group’s network encompasses ten brands in the quick service, casual dining and fine dining categories, including KFC, Pizza Hut, Hardee's, T.G.I. Friday's, Costa Coffee, Baskin Robbins, Krispy Kreme, Olive Garden, Red Lobster, LongHorn Steakhouse, along with a few other home grown and regional brands such as Chicken Tikka and Signor Sassi. In the food manufacturing and processing sector, Americana Group is a purveyor of food products. It has a portfolio spanning 10 brands such as California Garden, Farm Frites, Koki and Americana Meat. Operating Countries
Americana's currently has 23 restaurant chains in 13 countries. Africa
Asia
References
1964 establishments in Kuwait
Food and drink companies established in 1964
Multinational food companies
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CPFL Energia (former name: Companhia Paulista de Força e Luz) is the second largest non state-owned group of electric energy generation and distribution in Brazil and the third biggest Brazilian electric utility company, after Eletrobras and Energisa. The corporation is composed by CPFL Brasil, CPFL Piratininga, CPFL Paulista, CPFL Geração, CPFL Renováveis, Rio Grande Energia (RGE) and SEMESA. Each of these companies operates as a holding company that owns dozens of other companies. Its headquarters are located in Campinas, the third largest city in state of São Paulo. In 2017, it was purchased by the Chinese utility State Grid Corporation of China, a state-owned enterprise under State-owned Assets Supervision and Administration Commission of the State Council. Operating segments
CPFL Energia and its subsidiaries operates in the segments of generation, distribution and commercialization of electric energy and renewable energy, in addition the company in the segment of value-added services. In the Distribution segment the company has 13.0% of the market share, CPFL Energia heads the distribution segment through its eight distributors. All together, these distributors serve 569 municipalities, and in 2011 accounted for the distribution of electric energy to 18.0 million customers in the States of São Paulo, Rio Grande do Sul, Paraná and Minas Gerais. In 2011, of particular note was the growth in sales within the distribution companies’ concession areas, which totaled 54,590 GWh, a 4.9% increase. Of this, 14,674 GWh were invoiced in the form of the Tariff for the Use of the Distribution System (TUSD). | [
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Sales to the captive market totaled 39,917 GWh, up 1.7%. The company is also one of the largest Brazilian companies in the Generation segment 41 operating plants, 8 Power Plants (PPH), 33 Smal lHydro Power (SHP) and Thermoelectric which together represent an Installed capacity of 1672 MW, 831 average MW of assured energy and 2% market share. In the Commercialization segment the company operates around the Brazil being leader in this sector with 21% market share with more than 10.500 GWh in sales of energy in Brazil. CPFL Energia operates in the segment of Generation of renewable energy sources through CPFL Renováveis. It owns a 63.0% interest in CPFL Renováveis through CPFL Geração, with 35.5% and CPFL Brasil with 27.5%. In January 2017, the Chinese government-owned State Grid Corporation of China purchased a 54.64% interest in CPFL Energia and its subsidiary CPFL Energias Renovaveis SA for 17.36 billion reais ($5.68 billion). In November 2017, they purchased an additional interest (taking their ownership to 94.75%) for the equivalent of US$3.4 billion. In June 2019, China Grid, through a share offering, reduced its stake to 83.71%. Before the National Grid takeover, Camargo Corrêa and Bradespar were the largest shareholders of CPFL Energia. See also
Eletrobrás
Eletropaulo
Itaipu Binacional
Furnas
Elektro
References
External links
Companies listed on the New York Stock Exchange
Companies listed on B3 (stock exchange)
Electric power companies of Brazil
São Carlos
Companies based in Campinas
Energy companies established in 1912
1912 establishments in Brazil
Holding companies established in 1912 | [
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Série noire is a French publishing imprint, founded in 1945 by Marcel Duhamel. It has released a collection of crime fiction of the hardboiled detective thrillers variety published by Gallimard. Anglo-American literature forms the bulk of their collection: it features especially Raymond Chandler, Dashiell Hammett, Horace McCoy, William R. Burnett, Ed McBain, Chester Himes, Lou Cameron, Jim Thompson, Rene Brabazon Raymond (under his pseudonym James Hadley Chase) and Peter Cheyney. Books from the series were adapted into episodes on the 1984 television series of the same name. This name became a generic term for works of detective, and is considered having inspired the French critic Nino Frank to create in 1946 the phrase Film noir, which describes Hollywood crime dramas. In common parlance, today, the term also means a series of dramatic events with similarities, or affecting the same victims. References
External links
Collection
Gallimard
Editorial collections
Éditions Gallimard books | [
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A Chang–Refsdal lens is a point-mass gravitational lens (e.g. Black hole) perturbed by constant external shear. The name derives from Kyongae Chang and Sjur Refsdal who in 1979 published a paper in NATURE 282, 561. "Flux Variations of QSO Q0957+561 A,B and image splitting by stars Near the Light Path." The paper illustrated that stars could affect quasar image brightness. See also
Microlensing
MACHO
Quasar
References
Gravitational lensing | [
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] |
Google hacking, also named Google dorking, is a hacker technique that uses Google Search and other Google applications to find security holes in the configuration and computer code that websites are using. Google dorking could also be used for OSINT. Basics
"Google hacking" involves using advanced operators in the Google search engine to locate specific errors of text within search results. Some of the more popular examples are finding specific versions of vulnerable Web applications. A search query with intitle:admbook intitle:Fversion filetype:php would locate all web pages that have that particular text contained within them. It is normal for default installations of applications to include their running version in every page they serve, for example, "Powered by XOOPS 2.2.3 Final". Devices connected to the Internet can be found. A search string such as inurl:"ViewerFrame?Mode=" will find public web cameras. Another useful search is following intitle:index.of followed by a search keyword. This can give a list of files on the servers. For example, intitle:index.of mp3 will give all the MP3 files available on various types of servers. You can use symbols or words in your search to make your search results more precise. Google Search usually ignores punctuation that isn’t part of a search operator. Don’t put spaces between the symbol or word and your search term. A search for site:nytimes.com will work, but site: nytimes.com won’t. | [
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History
The concept of "Google hacking" dates back to 2002, when Johnny Long began to collect Google search queries that uncovered vulnerable systems and/or sensitive information disclosures – labeling them googleDorks. The list of Google Dorks grew into a large dictionary of queries, which were eventually organized into the original Google Hacking Database (GHDB) in 2004. Concepts explored in Google hacking have been extended to other search engines, such as Bing and Shodan. Automated attack tools use custom search dictionaries to find vulnerable systems and sensitive information disclosures in public systems that have been indexed by search engines. Protection
Robots.txt is a well known file for search engine optimization and protection against Google dorking. It involves the use of robots.txt to disallow everything or specific endpoints (hackers can still search robots.txt for endpoints) which prevents google bots from crawling sensitive endpoints such as admin panels. References
External links
Google Hacking Database (GHDB) - REBORN - 09Nov2010 – Exploit-db.com folks picked up the effort of maintaining and adding to the original GHDB JohnnyIHackStuff.com created by Johnny Long. "Google Hacking: .pdf Document", boris-koch.de (printable, .pdf)
"Google Help: Cheat Sheet", Google (printable)
Google Hacking for Penetration - Using Google as a Security Testing Tool, Introduction by Johnny Long
Computer security procedures
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Lima Puluh Kota Regency (meaning fifty towns in the Minangkabau language) is a regency (kabupaten) of West Sumatra province, Indonesia. It has an area of 3,354.53 km² and had a population of 348,249 at the 2010 Census and 383,525 at the 2020 Census. The regency seat is the town of Sarilamak. Administration
Lima Puluh Kota Regency is divided into thirteen districts (kecamatan), listed below with their areas and their populations at the 2010 Census and the 2020 Census. Notes: (a) meaning grassy swamp in the Minangkabau language;Payakumbuh District is not to be confused with Payakumbuh city, which is an enclave within the regency but no longer administratively part of it. (b) meaning row of hills in the Minangkabau language. (c) meaning golden mountain in the Minangkabau language. Harau Canyon
Harau Canyon is called as Indonesian Yosemite. There are 4 waterfalls here with heights of among 50–90 metres. The cliffs are around 80 to 300 metres and (rope) climbing guides are available. Butterfly Park
Since 1 January 2012, Aka Barayun Butterfly Park near Harau Canyon has opened for free. Butterfly breeding cages are still in preparation and also some animals as mini zoo. Kelok Sembilan Bridge
Kelok Sembilan Bridge which connects West Sumatra Province and Riau Province at kilometre 143-148 was officially opened on 31 October 2013. Kelok Sembilan Bridge is also called as Kelok Sembilan Overpass, because it is over the old Kelok 44. The first stage of the bridge is 720 metres with a 4 kilometres access road, the second stage is 250 metres bridge with a 1 kilometre access road. | [
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] |
The bridge is predicted to save vehicles and passengers costs of up to Rp134.5 billion per year. The bridge cost itself was Rp550 billion ($49.5 million). References
External links
Official website
regencies of West Sumatra | [
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The Ohana project aims to use seven big telescopes on top of Mauna Kea, Hawaii Big Island, in an interferometer configuration. Mauna Kea is a former volcano whose height is 13,600 ft (4,145 m). It is a good site for telescopes which probe the universe in the optical and infrared wavelengths because of its altitude and low levels of light pollution. OHANA stands for Optical Hawaiian Array for Nanoradian Astronomy. In Hawaiian, ‘ohana means "family". Telescopes involved in the project
Among the telescopes belonging to the Mauna Kea Observatory, seven are involved in the ‘OHANA project :
Two Keck telescopes which each have a 10 m diameter primary mirror. Subaru with an 8.2 m primary mirror. Gemini North with an 8 m primary mirror. Canada France Hawaii Telescope (CFHT) with a prime focus/Cassegrain configuration with a usable aperture diameter of 3.58 meters. The Infrared Telescope Facility is a 3 m telescope. The United Kingdom Infrared Telescope is a 3.8 m telescope. Stages of the project
The project's big improvement is the use of optic fiber instead of mirrors to guide the beams in the interferometer recombination system. Before doing some tests with the telescopes, scientists had to prove that the elements used with the optics fiber were reliable (for example, the off-axis parabola, used to inject the beams in the optics fiber). Those tests were partly carried out on the Infrared Optical Telescope Array Observatory. The next stage was to use two optics fiber of 300 m between Keck I and Keck II to look at the same source. | [
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] |
This was achieved on June 15, 2005. The current stage of the project is the use of the CFHT and Gemini North together. To do that, a long delay line was integrated in the Meudon Observatory to be used in the CFHT Coudé room. Currently, the delay line is to be shipped to Hawai'i to be integrated in the Coudé room. The next stage will be the use of the two Kecks and the Subaru, then the use of Gemini North, the CFHT and UKIRT together, and finally, the use of all telescopes together. External links
OHANA from Canada-France-Hawaii Telescope
Telescopes
Interferometers | [
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EasyTag (stylised as EasyTAG) is a graphical tag editor for Linux and Microsoft Windows. An attempt to bring EasyTAG to OS X is ongoing. It is written in C and relies on GTK+ and id3lib for graphics and ID3 tag handling respectively. As of version 2.1.1, EasyTag also uses the tag manipulation library provided by the MAD project, for support of ID3v2.4. EasyTag is free and open-source software subject to the terms of the GNU General Public License version 2 or any later version. Features
Supported formats: MP3, MP2, FLAC, Opus, Speex, Ogg Vorbis, MP4, MPC, APE and WavPack
Available tag fields (depending on format): Title, Artist, Album, Disc Album, Year, Track Number, Genre, Comment, Composer, Original Artist, Copyright, URL, Encoder and Picture
Automated tagging using presets and custom masks
Rename files using tag information or external text files
Apply changes in a field (Artist, Album...) to all selected files
Read and display file header information (bitrate, time...)
CDDB support
Tree based browser or a view by artist and album
Recursion into subdirectories
Playlist generator
Undo/redo function
See also
List of tag editors
ID3
M3U
References
External links
2000 software
Free audio software
Free software programmed in C
GNOME Applications
Tag editors
Tag editors for Linux
Tag editors that use GTK | [
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Inindo: Way of the Ninja (伊忍道 打倒信長 or Inindou Datou Nobunaga, スーパー伊忍道 打倒信長 or Super Inindou Datou Nobunaga in its Super Famicom version) is a role-playing video game developed and published by Koei. Originally released for the PC8801SR, PC9801, MSX2 home computer and Sharp X68000, it was remade for the Super NES, which was also released in North America. The game is a fictional account of Japan's warring states period. Plot
Set in 1582, the player assumes the role of an Iga ninja whose village has been destroyed by the conquest of the demonic warlord Oda Nobunaga. The ninja must travel across feudal Japan, enlisting the aid of numerous ninja, sages, hermits, ronin, samurai, wizards and other companions, in order to avenge his clan. The game is a fictitious account of the end of Oda Nobunaga's campaign to conquer and unify all of Japan. The beginning of the game references the rebellion of Akechi Mitsuhide at Honnō-ji Temple, where the historical Nobunaga died by committing seppuku. The time of the game over point (the year 1601) would be just prior to the birth of the Tokugawa shogunate under Tokugawa Ieyasu. Gameplay
The actual game begins in the year 1582. If the player does not kill Nobunaga by the end of year 1601, the game is over. Several hazardous dungeons stand in the path of victory, as well as a selection of optional dungeons which can be played in any order the player chooses. There are 18 dungeons overall. | [
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Encounters with monsters and outlaws occur randomly in dungeons and in the game's world map, during which the player characters and NPCs can move around the battlefield in turn-based fashion to attack, cast magic spells and use items. To complete the game, the player must recruit NPCs in order to successfully survive dungeons and large scale battles. In order to recruit other characters, the player must build up a certain degree of trust by talking with them at Tea Houses and Inns. Most of the NPCs can be recruited: characters of rival clans are not likely to join the player. There are strategy and war simulation elements to game as well. By gaining the trust of a Japanese feudal lord (by spying or committing acts of sabotage on competing daimyo), the player can join in the battle for the provinces that characterized the era. The outcome of these battles changes the lords' possession of individual provinces, which can alter the outcome of the game and aid or hinder the player's progress. Neighboring provinces to Nobunaga's must be conquered in order to advance to the final section of the game. In the middle of the stories, the player follows either the "normal" path or the "magician" path, which is randomly selected after completing the first dungeon quest. Each path leads to different enemies during random encounters. For example, the "magician" path causes Western mythological monsters such as Hellhound or Marchosias to appear. | [
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Due to the smaller resolution of the SNES, character names were shortened:
Windows version
The Chinese version was ported to MS-DOS in 1993, playable in English OS. In 2003, the PC-9801 version of the game was ported to Windows 98, as part of Koei 25th Anniversary Pack Vol.1; standalone version was published in 2005. The Windows version runs the PC-9801 game in emulator; when saving, the emulator emulates drive switching operation. The port requires the use of mouse and the third scenario is inaccessible because of running in emulated environment. Reception
GamePro review called Inindo "an impressive mix of adventure, fantasy, and epic military strategy", "a good RPG, featuring myth, magic, mayhem, and history" and "a great fantasy". See also
Shinobido: Way of the Ninja
References
External links
Koei game info page
Koei game info page (compilation)
1991 video games
DOS games
Fantasy video games
FM Towns games
Japanese role-playing video games
Koei games
MSX2 games
NEC PC-8801 games
NEC PC-9801 games
Video games about ninja
Sengoku video games
Sharp X68000 games
Super Nintendo Entertainment System games
Video games developed in Japan
Windows games
Cultural depictions of Oda Nobunaga | [
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Hikma Pharmaceuticals plc is a British multinational pharmaceutical company with headquarters in London, UK that manufactures non-branded generic and in-licensed pharmaceutical products. It was founded by Samih Darwazah in Amman, Jordan in 1978. It is listed on the London Stock Exchange and is a constituent of the FTSE 100 Index. History
The company was founded in 1978 by Samih Darwazah in Amman, Jordan. In August 1996 it became the first Arab company to export pharmaceutical products to the United States. It was first listed on the London Stock Exchange in 2005. Recent acquisitions include Instituto Biochimico Pavese Pharma in Italy in 2005 and Jazeera Pharmaceutical Industries in Saudi Arabia in 2006. In 2007 the Company went on to buy APM in Jordan, Alkan Pharma in Egypt, APM and Al Jazeera Pharma in Saudi Arabia, Thymoorgan in Germany, and Ribosepharm in Germany. It started to acquire Baxter Healthcare Corporation's US generic injectables business, Multi-Source Injectables or MSI, and completed the transaction in May 2011. In October 2011, Hikma Pharmaceuticals entered the Moroccan market through the acquisition of Promopharm, the ninth largest pharmaceutical manufacturer in Morocco. Hikma also inaugurated the Al Dar Al Arabia Pharmaceutical Manufacturing Company in Algeria in 2011. The Algerian pharmaceutical company is Hikma’s second venture in Algeria after Hikma Pharma Algeria. In 2011 the company won the ICSA / Hermes Transparency in Governance Award for the best audit disclosure for a FTSE 250 company. Hikma expanded its existing presence in the Egyptian market through the acquisition of the Egyptian Company for Pharmaceuticals and Chemical Industries (EPCI) in 2012. | [
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In September 2013, Hikma announced expansion into Sub-Saharan Africa with a 50:50 joint venture agreement with MIDROC Pharmaceuticals Limited, to enter the Ethiopian pharmaceutical market. On 28 May 2014, Hikma Pharmaceuticals agreed to acquire assets from the U.S. generic injectable drugs business of Germany's Boehringer Ingelheim for up to $300 million, boosting its presence in the injected medicine market. In June 2020, Boehringer announced it would sell off part of its stake in London-listed Hikma Pharmaceuticals (28 million out of a 40 million share holding) for around $800 million. Operations
Hikma Pharmaceutical’s operations span 29 manufacturing plants in 11 countries: United States, Portugal, Italy, Jordan, Saudi Arabia, Algeria, Germany, Egypt, Morocco, Tunisia, and Sudan. Business Segments
Branded
Hikma’s branded business segment comprises the development and sales of branded generics and in-licensed patented products in the MENA region. Hikma has 499 products in 1,256 dosage strengths. Top products include Actos, Amoclan, Blopress, Omnicef, Prograf, and Suprax. Injectables
Hikma sells specialized injectable products in the US, Europe and MENA including argatroban, fentanyl, phenylephrine, robaxin, and iron gluconate. The company sells 200 products in 379 dosage forms and strengths. Generics
Hikma’s oral generic products are sold in the US and include such products as amoxicillin, cephalexin, doxycycline, methocarbamol, and prednisone. | [
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] |
See also
Pharmaceutical industry in the United Kingdom
References
External links
Official site
British companies established in 1978
Generic drug manufacturers
Multinational health care companies
Pharmaceutical companies of the United Kingdom
Pharmaceutical companies established in 1978
Manufacturing companies based in London
Companies listed on the London Stock Exchange
2005 initial public offerings | [
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Ulead MediaStudio Pro (MSP) is real-time, timeline based prosumer level video editing software by Ulead Systems. It is a suite of 5 digital video and audio applications, including: Video Capture, Video Paint, CG Infinity, Audio Editor and Video Editor. MSP is only available on the Windows platform. Since version 8.0, CG Infinity and Video Paint are separate from the MSP suite, and are being sold as a combination product called VideoGraphics Lab (VGL). On June 18, 2008, Corel formally announced that MediaStudio Pro would be discontinued. The final MediaStudio Pro version was 8.10.0039 (Pro 8 Service Pack 1) released June 2, 2006. Corel discontinued support for MediaStudio Pro in June 2009. However, there remains an active community of avid users on the official MediaStudio Pro forum. Version 6.0 is last version to support Windows 95, although recent versions are not compatible with Windows Vista or Windows 7. Modules
There are 5 stand-alone modules in MSP before version 8.0, they are:
Video Capture – The video capturing module in MSP. Video Paint – A frame-by-frame editor which can let user to make some image or hand-drawing effects on video frames. CG Infinity – A vector-based video editing tool which allows user to create logo animation or vector graphics on video frames. Audio Editor – The audio editing tool in MSP. It can utilize DirectX audio filters and Ulead audio filters to do audio effect processing. Video Editor – The module that users do video editing with audio/video effects. | [
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It can also utilize DirectX audio filters and 3rd party video filters to do the video editing. Since version 8.0, CG Infinity and Video Paint have been separated from the MSP suite and are being sold as a combination product called VideoGraphics Lab (VGL). Editions
Ulead MediaStudio Pro had several editions before version 7.0. They are:
Full edition: this edition includes all 5 modules. Director's Cut edition: this edition has 3 modules including Video Capture, Video Editor and Audio Editor. SE edition: SE means Simple Edition or Special Edition and is an OEM bundle version. It also includes the 3 modules as Director's Cut, however, is feature limited. Sometimes it will be given freely in video magazines. After version 7.0 only Full edition is available in the MSP suite. On June 18, 2008, Corel formally announced that MediaStudio Pro would be discontinued. Release history
See also
Comparison of video editing software
Ulead Systems
External links
Ulead Systems official website
Ulead MediaStudio Pro home page
Ulead MediaStudio Pro 5.2 and Matrox compatibility issue
Ulead MediaStudio Pro 6.0
MediaStudio Pro
Video editing software
Windows multimedia software | [
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In computer science a level set data structure is designed to represent discretely sampled dynamic level sets functions. A common use of this form of data structure is in efficient image rendering. The underlying method constructs a signed distance field that extends from the boundary, and can be used to solve the motion of the boundary in this field. Chronological developments
The powerful level-set method is due to Osher and Sethian 1988. However, the straightforward implementation via a dense d-dimensional array of values, results in both time and storage complexity of , where is the cross sectional resolution of the spatial extents of the domain and is the number of spatial dimensions of the domain. Narrow band
The narrow band level set method, introduced in 1995 by Adalsteinsson and Sethian, restricted most computations to a thin band of active voxels immediately surrounding the interface, thus reducing the time complexity in three dimensions to for most operations. Periodic updates of the narrowband structure, to rebuild the list of active voxels, were required which entailed an operation in which voxels over the entire volume were accessed. The storage complexity for this narrowband scheme was still Differential constructions over the narrow band domain edge require careful interpolation and domain alteration schemes to stabilise the solution. Sparse field
This time complexity was eliminated in the approximate "sparse field" level set method introduced by Whitaker in 1998. The sparse field level set method employs a set of linked lists to track the active voxels around the interface. This allows incremental extension of the active region as needed without incurring any significant overhead. | [
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While consistently efficient in time, storage space is still required by the sparse field level set method. See for implementation details. Sparse block grid
The sparse block grid method, introduced by Bridson in 2003, divides the entire bounding volume of size into small cubic blocks of voxels each. A coarse grid of size then stores pointers only to those blocks that intersect the narrow band of the level set. Block allocation and deallocation occur as the surface propagates to accommodate to the deformations. This method has a suboptimal storage complexity of , but retains the constant time access inherent to dense grids. Octree
The octree level set method, introduced by Strain in 1999 and refined by Losasso, Gibou and Fedkiw, and more recently by Min and Gibou uses a tree of nested cubes of which the leaf nodes contain signed distance values. Octree level sets currently require uniform refinement along the interface (i.e. the narrow band) in order to obtain sufficient precision. This representation is efficient in terms of storage, and relatively efficient in terms of access queries, An advantage of the level method on octree data structures is that one can solve the partial differential equations associated with typical free boundary problems that use the level set method. The CASL research group has developed this line of work in computational materials, computational fluid dynamics, electrokinetics, image guided surgery and controls. Run-length encoded
The run-length encoding (RLE) level set method, introduced in 2004, applies the RLE scheme to compress regions away from the narrow band to just their sign representation while storing with full precision the narrow band. | [
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The sequential traversal of the narrow band is optimal and storage efficiency is further improved over the octree level set. The addition of an acceleration lookup table allows for fast random access, where r is the number of runs per cross section. Additional efficiency is gained by applying the RLE scheme in a dimensional recursive fashion, a technique introduced by Nielsen & Museth's similar DT-Grid. Hash Table Local Level Set
The Hash Table Local Level Set method, introduced in 2011 by Eyiyurekli and Breen and extended in 2012 by Brun, Guittet and Gibou, only computes the level set data in a band around the interface, as in the Narrow Band Level-Set Method, but also only stores the data in that same band. A hash table data structure is used, which provides an access to the data. However, Brun et al. conclude that their method, while being easier to implement, performs worse than a quadtree implementation. They find that Three main reasons for worse efficiency are listed:
to obtain accurate results, a rather large band is required close to the interface, which counterbalances the absence of grid nodes far from the interface;
the performances are deteriorated by extrapolation procedures on the outer edges of the local grid and
the width of the band restricts the time step and slows down the method. Point-based
Corbett in 2005 introduced the point-based level set method. Instead of using a uniform sampling of the level set, the continuous level set function is reconstructed from a set of unorganized point samples via moving least squares. References
Computer graphics data structures
Image processing
Numerical analysis | [
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Moving least squares is a method of reconstructing continuous functions from a set of unorganized point samples via the calculation of a weighted least squares measure biased towards the region around the point at which the reconstructed value is requested. In computer graphics, the moving least squares method is useful for reconstructing a surface from a set of points. Often it is used to create a 3D surface from a point cloud through either downsampling or upsampling. Definition
Consider a function and a set of sample points . Then, the moving least square approximation of degree at the point is where minimizes the weighted least-square error
over all polynomials of degree in . is the weight and it tends to zero as . In the example . The smooth interpolator of "order 3" is a quadratic interpolator. See also
Local regression
Diffuse element method
Moving average
References
The approximation power of moving least squares David Levin, Mathematics of Computation, Volume 67, 1517-1531, 1998
Moving least squares response surface approximation: Formulation and metal forming applications Piotr Breitkopf; Hakim Naceur; Alain Rassineux; Pierre Villon, Computers and Structures, Volume 83, 17-18, 2005. Generalizing the finite element method: diffuse approximation and diffuse elements, B Nayroles, G Touzot. Pierre Villon, P, Computational Mechanics Volume 10, pp 307-318, 1992
External links
An As-Short-As-Possible Introduction to the Least Squares, Weighted Least Squares and Moving Least Squares Methods for Scattered Data Approximation and Interpolation
Least squares | [
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In mathematics, the Paley–Wiener integral is a simple stochastic integral. When applied to classical Wiener space, it is less general than the Itō integral, but the two agree when they are both defined. The integral is named after its discoverers, Raymond Paley and Norbert Wiener. Definition
Let i : H → E be an abstract Wiener space with abstract Wiener measure γ on E. Let j : E∗ → H be the adjoint of i. (We have abused notation slightly: strictly speaking, j : E∗ → H∗, but since H is a Hilbert space, it is isometrically isomorphic to its dual space H∗, by the Riesz representation theorem.) It can be shown that j is an injective function and has dense image in H. Furthermore, it can be shown that every linear functional f ∈ E∗ is also square-integrable: in fact,
This defines a natural linear map from j(E∗) to L2(E, γ; R), under which j(f) ∈ j(E∗) ⊆ H goes to the equivalence class [f] of f in L2(E, γ; R). This is well-defined since j is injective. This map is an isometry, so it is continuous. | [
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However, since a continuous linear map between Banach spaces such as H and L2(E, γ; R) is uniquely determined by its values on any dense subspace of its domain, there is a unique continuous linear extension I : H → L2(E, γ; R) of the above natural map j(E∗) → L2(E, γ; R) to the whole of H.
This isometry I : H → L2(E, γ; R) is known as the Paley–Wiener map. I(h), also denoted <h, −>∼, is a function on E and is known as the Paley–Wiener integral (with respect to h ∈ H). It is important to note that the Paley–Wiener integral for a particular element h ∈ H is a function on E. The notation <h, x>∼ does not really denote an inner product (since h and x belong to two different spaces), but is a convenient abuse of notation in view of the Cameron–Martin theorem. For this reason, many authors prefer to write <h, −>∼(x) or I(h)(x) rather than using the more compact but potentially confusing <h, x>∼ notation. See also
Other stochastic integrals:
Itō integral
Skorokhod integral
Stratonovich integral
References
(Section 6)
Definitions of mathematical integration
Stochastic calculus | [
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Imedi Media Holding () is a private television and radio company in Georgia. The stations were founded by the Georgian media tycoon Badri Patarkatsishvili. The station mainly concentrates on news and analytical coverage but broadcasts pop music as well, particularly at night-time. Top Faces of Imedi TV are popular Georgian celebrities including Bakhva Bregvadze. Imedi means "hope" in Georgian. History
Radio Imedi first aired on 105.9 FM in December 2001 in Tbilisi. Since December 2003 "Radio Imedi" has broadcast 24 hours a day across all the settled territory in Georgia. In March 2003, when Imedi was founded, it was the first independently owned broadcasting station in Georgia. During the 2007 Georgian demonstrations the station was the most watched station and the most critical of the Mikheil Saakashvili government. It remained the only independent station in the country until it was forcibly seized by government troops in 2007 and then expropriated from its legal owners for criticising the government. During the Sandro Girgvliani murder investigation in 2006, Patarkatsishvili stated that the Georgian authorities were mounting pressure on his station and other businesses after it had broadcast details of the scandal. | [
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"It is no secret that Imedi television was the first one which reported the circumstances of Sandro Girgvliani’s murder...this alone became a reason for the authorities’ dissatisfaction, which triggered the financial authorities to actively launch a probe into my businesses and my companies so [as] to force me to mount pressure against [my] journalists..and facilitate the creation of a favorable image of the authorities," Badri Patarkatsishvili went on to say that he would never yield to pressure from the authorities. The station carried statements by opposition leaders and broadcast footage of police breaking up protests during the 2007 November Georgian demonstrations and went off air after riot police burst into their offices on November 7, 2007. The seizure was seen as symbolic of the governments attacks on private property at the time. The Georgian National Communications Commission (GNCC) suspended Imedi TV's broadcast license for a three-month period, citing violation of law on broadcasting by the television station. The GNCC says in its decision that on November 7, Imedi TV reported "an obvious disinformation that law enforcement officers were planning to storm cathedral of Holy Trinity... This report has created an imminent and real threat of overgrowing riots into large-scale massive unrests, which could eventually led to uncontrollable processes." Georgian officials further accused Patarkatsishvili of controlling the Imedi TV’s editorial policy and using it for inciting unrests. | [
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As a proof for their allegations, Georgia's General Prosecutor's Office released, on November 16, 2007, several taped phone conversations between Patarkatsishvili and Giorgi Targamadze, chief of Imedi TV’s political programs, and also between a producer and a journalist of Imedi TV. The government's closure of the station and the handling of the demonstration were criticised by the West. Meanwhile, Rustavi 2, which was regarded as close to the government, TV aired on 16 November a half-hour documentary about Imedi TV's role in the anti-governmental demonstrations, which is based exclusively on an interview of deputy chief prosecutor, Nika Gvaramia. Tbilisi City Court ruled on December 6, 2007, to unfreeze Imedi's assets – the last remaining legal obstacle for the television station to get back on air. The company's management stated that the studio equipment was badly damaged in a November 7 police raid. Later on December 12, 2007, Imedi TV resumed broadcasts thirty four days after the television station was shut down. A criminal case against its co-owner, Badri Patarkatsishvili was launched however Patarkatsishvili denied the charges against him claiming that they were politically motivated. On December 26, 2007, several leading journalists from Imedi TV left their jobs following the release of video and audio recordings by the authorities suggesting that Badri Patarkatsishvili, the station's founder and co-owner, was plotting a coup. Later that day, the television station’s management announced that Imedi TV temporarily suspended broadcasts until the station's "legal status in respect of ownership is not clarified." | [
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"By doing so we are distancing from dirty political games", said Giorgi Targamadze, head of the Imedi TV's political programs. Former Imedi TV journalists entered politics and founded Christian-Democratic Movement. Badri Afanasyev, a former Imedi producer, asked for political asylum in Russia on October 17, 2009. Ownership issue
A preliminary agreement on the purchase of Imedi Holding’s shares was signed in New York City on April 28, 2007, between Badri Patarkatsishvili and News Corporation, the details of which remained confidential. No equity is thought to have changed hands although it has been reported that Badri Patarkatsishvili may have handed over some control of the station to News Corporation to defend it against politically motivated attacks from Mikheil Saakashvili. Patarkatsishvili was at the time running in opposition against Saakashvili in the Georgian presidential election, 2008. After Patarkatsishvili's death in February 2008, the issue of ownership of Imedi again came to public attention. Joseph Kay, the step son of Patarkatsishvili's aunt, along with the American lawyer, Emmanuel Zeltser, attempted to take control of Imedi, as well as other assets belonging to the Patarkatsishvili family, by claiming to be in possession of Patarkatsishvili's last will and testament that appointed Kay as executor of the estate. These documents were later declared to be forgeries in the UK High Court. Kay obtained judgement in Tbilisi Court that prevented Patarkatsishvili's family from taking control of his assets in Georgia, including the Imedi stations. | [
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Kay claimed that Patarkatsishvili had asked him shortly before his death "to take care of Imedi" and pledged to "restore the face it [Imedi] had before Badri Patarkatsishvili went into politics." He rejected the allegations voiced by some Georgian opposition politicians that the authorities were in fact behind the deal. Giorgi Jaoshvili, a Georgian businessman and former executor of Patarkatsishvili's estate, accused the authorities of using "psychological pressure" in order to "force" him to give up his shares in Imedi to Joseph Kay. In December 2008, Patarkatsishvili's widow, Inna Gudavadze, launched an international arbitration claim against the Georgian Government, seeking the return of Imedi and other assets that had been seized by Mikheil Saakashvili's government. In July 2011, the Patarkatsishvili family reached a settlement with the government that saw the return of Imedi to government nominees. The arbitration proceeding had been putting a substantial financial burden on the Georgian taxpayers and so the Patarkatsishvili family decided to reach what at the time was called a "reciprocal compromise" that saw the family renounce all claims to the ownership of Imedi TV and Mtatsminda Park. The details of the settlement were not released at the time; however, they were eventually published in January 2014. Up until October 2012, the station was effectively under government control and received criticism for being partisan. Elsa Vidal, from the watchdog group Reporters Without Borders, described the transfer of ownership as "a huge set back for freedom of expression". | [
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The station manager Giorgi Arveladze was the country's former economics minister and a longtime friend of President Mikhail Saakashvili. Georgia Media Production Group, which owns Imedi was at the time 45 owned by Giorgi Arveladze. Giorgi Korakhashvili and Giorgi Mikeladze held 30 and 15 percent of shares respectively and the remaining 10% was held by Joseph Kay. Following parliamentary elections in 2012, on 16 October, the new government began the process of returning Georgia Media Production Group, and Imedi to the Patarkatsishvili family. Giorgi Targamadze, a politician and former Imedi journalist explained that this was a "logical" and "appropriate" end to the story. "Badri Patarkatsishvili founded Imedi TV, and it was thanks to him that the company functioned for several years. And I don't think anyone ever doubted that this television company belonged to Patarkatsishvili's family. In other words, justice has been restored", Targamadze told reporters. Following a court order in November 2012, Joseph Kay returned the final 10% of Georgia Media Production Group to the Patarkatsishvili family, making Inna Gudavadze the 100% owner of Imedi. On the 5 November 2012, Liana Zhmotova, Inna Gudavadze and Badri Patarkatsishvili's daughter became director general of Georgia Media Production Group. Natela Patarkatsishvili, Badri Patarkatsishvili's mother, has since asked for those responsible for the "criminal expropriation" of Badri's assets, including Mikheil Saakashvili and Giorgi Arveladze, to be brought to justice. On the 23 February 2013, Tbilisi Mayor Gigi Ugulava was charged with the misappropriation of Imedi. | [
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An investigation found that the mayor's office had put pressure on Joseph Kay to hand over his shares in the company to the government. Following this, it was suggested by Georgian Chief Prosecutor Archil Kbilashvili that Mikheil Saakashvili should be summoned as a witness in the case. "Reasoning from Joseph Kay's testimony, he confirms that all actions, taken by the former government officials for misappropriation of the TV company, had been coordinated with the Georgian President. In order to clarify the matter, the President may be summoned for interrogation as a witness", local mass media quoted Kbilashvili as saying. In 2021, Imedi TV was acquired by Media Finance Group, a Netherlands-based company. 2010 Russian invasion hoax
On the evening of March 13, 2010, when the Georgian government had effective control of Imedi, the station aired a deliberate false report that caused a shockwave across the country. According to the false news, Russia invaded Georgia after a “terror attack” on the president of South Ossetian republic, Eduard Kokoity. The report suggested that four Georgian soldiers in South Ossetia had been killed, and that President Mikhail Saakashvili and his government had been evacuated. In several minutes, however, the source “reported” the death of Saakashvili and creation of the people’s government headed by one of the opposition leaders, Nino Burjanadze. | [
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The program, which lasted for half an hour, also reported about aerial bombardment of the country’s air and seaports and only at the end, Imedi presenters pointed out that this was a “special report about possible development of the events”. At the beginning of the broadcast there were also warnings that the program showed a sequence of possible events that could only occur "if Georgian society is not brought together against Russia's plans." The hoax was condemned by many public figures both in Georgia and abroad, including Georgian patriarch Ilia. Burjanadze is considering to file a legal issue against Imedi. The report caused widespread panic in Georgia. Many civilians fled their homes to escape the "invasion", while units of the Georgian Army took up defensive positions. There were instances of heart attacks and fainting upon news of the invasion. See also
Simulated Kronika
References
External links
Radio-Imedi
Imedi-Television
IMEDINEWS.GE – Imedi News Portal
IMEDI DESIGN – Imedi Broadcast Design Group
Mass media companies of Georgia (country)
Mass media in Tbilisi
Television stations in Georgia (country)
Holding companies of Georgia (country)
Companies based in Tbilisi
Mass media companies established in 2001
2001 establishments in Georgia (country) | [
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In functional analysis, a field of mathematics, the Banach–Mazur theorem is a theorem roughly stating that most well-behaved normed spaces are subspaces of the space of continuous paths. It is named after Stefan Banach and Stanisław Mazur. Statement
Every real, separable Banach space is isometrically isomorphic to a closed subspace of , the space of all continuous functions from the unit interval into the real line. Comments
On the one hand, the Banach–Mazur theorem seems to tell us that the seemingly vast collection of all separable Banach spaces is not that vast or difficult to work with, since a separable Banach space is "only" a collection of continuous paths. On the other hand, the theorem tells us that is a "really big" space, big enough to contain every possible separable Banach space. Non-separable Banach spaces cannot embed isometrically in the separable space , but for every Banach space , one can find a compact Hausdorff space and an isometric linear embedding of into the space of scalar continuous functions on . The simplest choice is to let be the unit ball of the continuous dual , equipped with the w*-topology. This unit ball is then compact by the Banach–Alaoglu theorem. The embedding is introduced by saying that for every , the continuous function on is defined by
The mapping is linear, and it is isometric by the Hahn–Banach theorem. Another generalization was given by Kleiber and Pervin (1969): a metric space of density equal to an infinite cardinal is isometric to a subspace of , the space of real continuous functions on the product of copies of the unit interval. | [
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] |
Stronger versions of the theorem
Let us write for . In 1995, Luis Rodríguez-Piazza proved that the isometry can be chosen so that every non-zero function in the image is nowhere differentiable. Put another way, if consists of functions that are differentiable at at least one point of , then can be chosen so that This conclusion applies to the space itself, hence there exists a linear map that is an isometry onto its image, such that image under of (the subspace consisting of functions that are everywhere differentiable with continuous derivative) intersects only at : thus the space of smooth functions (with respect to the uniform distance) is isometrically isomorphic to a space of nowhere-differentiable functions. Note that the (metrically incomplete) space of smooth functions is dense in . References
Continuous mappings
Functional analysis
Theorems in functional analysis | [
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Peter David Schiff (; born March 23, 1963) is an American stock broker, financial commentator, and radio personality. He is CEO and chief global strategist of Euro Pacific Capital Inc., a broker-dealer based in Westport, Connecticut. He is also involved in various roles in other financial services companies, including Euro Pacific Asset Management, an independent investment advisor, Schiff Gold (formerly Euro Pacific Precious Metals), a precious metals dealer, and Euro Pacific Bank, a full-reserve bank. Personal life
Schiff was born to a middle-class Jewish family in New Haven, Connecticut. His father, Irwin, the son of Jewish immigrants from Poland, served in the US Army during World War II. Irwin was a prominent figure in the US tax protester movement. He died in federal prison in October 2015 while he was serving a sentence of at least 13 years for tax evasion. His parents divorced when he was young, and he moved around the country with his mother and his brother, Andrew, from Connecticut to Manhattan to Florida and finally Southern California. He credits his father for introducing him to the Austrian School of economic thought. On October 20, 2015, four days after the death of his father, Schiff accused the Federal Bureau of Prisons of inhumanely treating his father and not allowing the usual humanitarian release. Business career
Schiff began his career as a stockbroker at a Shearson Lehman Brothers brokerage in the early 1990s. | [
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In 1996, Schiff and a partner acquired an inactive brokerage firm, renamed it Euro Pacific Capital, and began operating it from a small office in Los Angeles, relocating the firm to Darien, Connecticut, in 2005, and later to Westport, Connecticut where it is currently headquartered, with branch offices across the US in Scottsdale, Arizona, Boca Raton, Newport Beach, Manhattan Beach, California, and New York City. Schiff founded Euro Pacific Bank, a full reserve banking operation originally in St. Vincent and the Grenadines. Investigation
In October 2020, a joint collaboration by the Australian newspaper The Age, the Australian version of 60 Minutes and The New York Times reported that a team of international investigators were scrutinizing Euro Pacific Bank. On October 18, 2020, the 60 Minutes Australia episode "Offshore bank at the centre of enormous worldwide tax evasion investigation" said that tax authorities in Australia, the United Kingdom, Canada, America, and the Netherlands believed Euro Pacific Bank was facilitating tax evasion and serious organized crime. The Age reported that Euro Pacific Bank became the target of Operation Atlantis, the world's largest tax evasion probe. Asked why the US Internal Revenue Service visited him on January 24, Schiff refused to elaborate, saying, “I've already answered the question that we're not involved in any illegal activity,” and adding the bank “turns down far more accounts than we approve because our compliance is so rigorous". | [
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The Age reported that "Schiff threatened to sue the publication, ripped off his microphone and stormed out of his own living room." Economic and public policy views
Financial crisis forecast
In an August 2006 interview, Schiff said, "The United States is like the Titanic and I am here with the lifeboat trying to get people to leave the ship.... I see a real financial crisis coming for the United States." On December 31, 2006, in a telecast debate on Fox News, Schiff forecast that "what's going to happen in 2007 is that real estate prices," which had peaked in December 2005, "are going to come crashing back down to Earth." In his 2007 book Crash Proof, Schiff wrote that US economic policies were fundamentally unsound. Since then, he has stated many times that without a change in US government economic policy, there will be hyperinflation and that the imbalance between the number of goods the US consumed and what it produced would eventually lead to problems for the US economy. As a remedy, he favored increased personal savings and production to stimulate economic growth. Schiff cited the US's low personal savings rate as one of the causes of its transformation from the world's largest creditor nation in the 1970s to the largest debtor nation in 2000. He attributed the low savings rate to what he asserts are high inflation and artificially low interest rates set by the Federal Reserve. | [
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In 2008 and 2010 appearances on Fox News and financial news network CNBC, Schiff mentioned factors such as speculation and "the absence of lending standards" as factors that had contributed to the housing crisis, which began in 2007. On December 13, 2007, in an interview on the Bloomberg TV show "Open Exchange," Schiff added that he felt that the crisis would extend to the credit card lending industry, and he called consumer credit "a cancer on the free-market economy." Schiff said that interest rates would rise, that the dollar would "collapse," and that all classes of dollar-denominated assets would fall in value relative to non-US assets. He predicted "a huge crisis" and "the blow-up of credit card finance" in 2008, with the result that consumer credit card spending limits would be "slashed" by card issuers. He added that Americans would no longer be able to make purchases using their credit card lines. This prediction went unrealized. Referring to the housing market, Schiff went on to criticize the policy of the Bush administration to "vilify and threaten the lenders" for reckless borrowing. In a March 2009 speech, Schiff said that it would be impossible for the US public debt to China to be repaid unless the US dollar's value is substantially diluted through inflation. In September 2009, with gold below $1,000 per ounce, Schiff said that he foresaw gold at over $5000 per ounce in the future, and that the stock market rally which began that year was a "rally in a bear market." | [
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Taxation
In March 2011, Schiff stated that a national sales tax should replace both personal and corporate income taxes, as he believes that the latter discourages work as opposed to a consumption tax. Schiff's second choice is a flat tax rate, which would abolish all deductions including the very popular home mortgage tax deduction, as Schiff believes that the state should not subsidize buying homes as opposed to renting. Medicare
In August 2012, Schiff criticized Paul Ryan's Path to Prosperity by saying that it is "too little, too late." Referring to Ryan's plan to reform Medicare, Schiff said, "Why would we want to preserve it? It's a Ponzi scheme... What we really need is real Medicare cuts today for people who are already on the system." Bitcoin
Peter Schiff is a vocal Bitcoin bear. At times he has remarked that he sees Bitcoin as resembling the tulip mania bubble. On Sunday, Jan 19, 2020, Schiff claimed that his Bitcoin wallet got 'corrupted' and that he had therefore lost all the bitcoin he ever owned, through no fault of his own. "My wallet got corrupted somehow and my password is no longer valid. So now not only is my Bitcoin intrinsically worthless; it has no market value either. I knew owning Bitcoin was a bad idea, I just never realized it was this bad." | [
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This claim turned out to be false as later explained by Erik Voorhees, as he confirmed that he had, indeed, helped Schiff to set up his Bitcoin wallet, and wrote that Schiff "forgot pw, and never recorded [his recovery] phrase". "If I gave him an ounce of gold and he dropped it on the sidewalk would he similarly condemn the precious metal as a foolish monetary system?" Responses
Schiff's warnings of a coming economic collapse earned him the moniker "Dr. Doom", but later articles in Business Week and other business news journals reported that Schiff "more or less accurately" predicted the financial crisis of 2007–2010 while the "easiest criticism of macroeconomists is that nearly all failed to foresee the recession despite plenty of warning signs." A YouTube fan video, "Peter Schiff was right," became popular in late 2008 and 2009. It contained a compilation of his appearances on various financial TV news programs between 2005 and 2007. Depending on the point at which they adopted his strategies, followers of Schiff may have had strong, average or poor returns. In January 2009, economic blogger and investment adviser Michael Shedlock wrote, "I have talked with many who claim they have invested with Schiff and are down anywhere from 40% to 70% in 2008." | [
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Later that week, an article appeared in the Wall Street Journal reporting that Schiff's broker-dealer firm had "advised its clients to bet that the dollar would weaken significantly and that foreign stocks would outpace their U.S. peers" but the dollar later advanced against most currencies, "magnifying the losses from foreign stocks." In response to Shedlock's criticism, Schiff wrote that "to examine the effectiveness of my investment strategy immediately following a major correction by looking only at those accounts who adopted the strategy at the previous peak is unfair and distortive." In December 2012 Schiff wrote an article entitled "Mish Shedlock exposed" in which he criticized Shedlock for selective use of short-term data in the financial crisis and argued that his investment strategy had made strong returns over the long-run. Schiff's views have been criticized several times by economist Paul Krugman, who defines inflation very differently from Schiff, focusing on CPI increases, rather than monetary and asset price inflation, which Schiff believes eventually lead to increases in consumer prices after an indefinite waiting period. In October 2010, Krugman wrote, "I keep being told that Peter Schiff has been right about everything; so, how's that hyperinflation thing going?" In December 2011, Krugman quoted Peter Schiff's statement from December 2009: "I know inflation is going to get worse in 2010. Whether it's going to run out of control or it's going to take until 2011 or 2012, but I know we're going to have a major currency crisis coming soon. | [
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It's going to dwarf the financial crisis and it's going to send consumer prices absolutely ballistic, as well as interest rates and unemployment." Krugman noted that inflation had instead remained low and concluded that Schiff's type of economic "model is all wrong" since it predicts that a tripling of the monetary base, such as had just occurred, must lead to "dire effects on the price level." In January 2012, Schiff stated that a US debt crisis and high consumer price inflation had been delayed merely by government policy. In November 2012 and again in November 2014, Krugman repeated his criticisms of Schiff's predictions of eventual high consumer price inflation and rising interest rates in America. In November 2008, Schiff said he supported the reduction of government economic regulation and was concerned that the Obama administration might instead increase such regulation. Schiff said that the late-2000s financial crisis provided an opportunity to transition from borrowing and spending to saving and producing. He was critical of the US government's efforts to "ease the pain" with economic stimulus packages and bailout, as he believes that replacing "legitimate savings with a printing press" would result in asset price inflation, eventual consumer price inflation, and if left unchecked, potentially hyperinflation. For example, in 2009, Schiff predicted a "protracted period of economic decline accompanied by rapid increases in consumer prices." Schiff's critics pointed out that although asset price inflation has been significant, consumer price inflation rates remained very low in the five years that followed despite his predictions. | [
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When the Fed ended the Quantitative Easing program in October 2014, the general opinion was the Fed would conduct multiple rate hikes in the year 2015. In contrast, Schiff predicted that the market could not withstand even a minor interest rate increase, thus the Fed announcing a higher rate would be very unlikely. However, he did open up the possibility of a few basis point rate hike but anticipated that it would have major impact on the equity market and would lead the US into recession, therefore the Fed would be forced to reverse its policy and resume the QE program. Political career
2008 Ron Paul presidential campaign
Schiff was an economic adviser to Ron Paul's 2008 presidential campaign. 2010 US Senate campaign
In December 2008, some Connecticut citizens created a website encouraging Schiff to campaign against incumbent senator Christopher Dodd. Approximately 5000 people made campaign contributions using the web site. On February 21, 2009, a moneybomb raised over $20,000 for Schiff's campaign. In a May 2009 video blog, Schiff said that he was seriously considering a run for the Senate, and when questioned by a Washington Post reporter, he said the chance of him entering politics was "better than 50-50." In June 2009, Schiff commissioned a poll of likely voters which indicated that he trailed Dodd in popularity by only four percentage points. On July 9, 2009, Schiff launched an exploratory committee and an official campaign website. After giving some hints on The Daily Show, Schiff officially announced his candidacy for the Republican nomination on September 17, 2009, during the MSNBC Morning Joe show. | [
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By October 2009, Schiff had received more than 10,000 donations and many e-mails from around the world. Schiff's campaign received endorsements from Ron Paul and Steve Forbes. At the May 2010 Republican convention, Linda McMahon received the most delegate votes but not enough to prevent an August primary election from Rob Simmons. Schiff failed to qualify for the primary at the convention but became the only Republican candidate to successfully petition on to the ballot. McMahon won the primary with 49% of the vote. Simmons came in second with 28% of the vote, and Schiff came in third with 23% of the vote. The general election was won by the Democratic Party primary winner, Richard Blumenthal. Other endorsements
In April 2008, Schiff endorsed Murray Sabrin for the US Senate seat in New Jersey. Schiff did not endorse McMahon in the 2012 Republican primary but rather her opponent, former representative Christopher Shays. Shays lost the primary to McMahon, who lost in the general election to Democrat Chris Murphy. Media career
Radio
Prior to the financial crisis, Schiff frequently appeared on CNBC, Fox News and Bloomberg to voice his opinions on the US economy and financial markets. However, after the financial crisis, his bookings dropped by 75 to 85% on these networks. In August 2012, Schiff replaced G. Gordon Liddy in the 10 a.m.–12 p.m. time slot on the Radio America network Internet broadcast. Webcast
Schiff is also a video blogger in the internet and distributes his media through YouTube, Euro Pacific Capital, and iTunes. | [
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He has appeared four times as a guest on Joe Rogan's YouTube series and podcast. Television
Schiff has been a commentator on CNBC and Fox Business. He is a frequent guest on Boom Bust. | [
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] |
Books
Crash Proof: How to Profit From the Coming Economic Collapse, 2007,
The Little Book of Bull Moves in Bear Markets: How to Keep your Portfolio Up When the Market is Down, 2008,
Crash Proof 2.0: How to Profit From the Economic Collapse, 2nd Edition, September 2009,
The Little Book of Bull Moves, Updated and Expanded: How to Keep Your Portfolio Up When the Market Is Up, Down, Or Sideways, 2010, 澳门威尼斯人官网开户
How an Economy Grows and Why It Crashes, 2010, How an Economy Grows and Why It Crashes | Wiley
The Real Crash: America's Coming Bankruptcy – How to Save Yourself and Your Country, 2012, Book details
References
External links
SchiffGold
Appearances on The Joe Rogan Experience (#445 Jan 22, 2014, #1002 Aug 23, 2017, #1145 Jul 17, 2018, #1508 Jul 15, 2020)
1963 births
Living people
20th-century American businesspeople
20th-century American male writers
20th-century American non-fiction writers
21st-century American businesspeople
21st-century American male writers
21st-century American non-fiction writers
American business writers
American chairpersons of corporations
American chief executives of financial services companies
American columnists
American commodities traders
American corporate directors
American currency traders
American derivatives traders
American economics writers
American finance and investment writers
American financial analysts
American financial commentators
American financial company founders
American financiers
American investment advisors
American investment bankers
American investors
American male bloggers
American bloggers
American male non-fiction writers
American money managers
American people of Polish-Jewish descent
American men podcasters
American podcasters
American political commentators
American political philosophers
American political writers
American radio producers
American stock traders
American stockbrokers
American web producers
American YouTubers
Anti-corporate activists
Austrian School economists
Businesspeople from New Haven, Connecticut
Businesspeople in metals
Connecticut Libertarians
Connecticut Republicans
Haas School of Business alumni
Jewish American bankers
Jewish American entertainers
Jewish American writers
Libertarian economists
Libertarian theorists
Male YouTubers
Monetary reformers
Non-interventionism
Radio personalities from Connecticut
Stock and commodity market managers
Writers from New Haven, Connecticut | [
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In the study of stochastic processes, an adapted process (also referred to as a non-anticipating or non-anticipative process) is one that cannot "see into the future". An informal interpretation is that X is adapted if and only if, for every realisation and every n, Xn is known at time n. The concept of an adapted process is essential, for instance, in the definition of the Itō integral, which only makes sense if the integrand is an adapted process. Definition
Let
be a probability space;
be an index set with a total order (often, is , , or );
be a filtration of the sigma algebra ;
be a measurable space, the state space;
be a stochastic process. The process is said to be adapted to the filtration if the random variable is a -measurable function for each . Examples
Consider a stochastic process X : [0, T] × Ω → R, and equip the real line R with its usual Borel sigma algebra generated by the open sets. If we take the natural filtration F•X, where FtX is the σ-algebra generated by the pre-images for Borel subsets B of R and times 0 ≤ s ≤ t, then X is automatically F•X-adapted. Intuitively, the natural filtration F•X contains "total information" about the behaviour of X up to time t.
This offers a simple example of a non-adapted process : set Ft to be the trivial σ-algebra {∅, Ω} for times 0 ≤ t < 1, and Ft = FtX for times . | [
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Since the only way that a function can be measurable with respect to the trivial σ-algebra is to be constant, any process X that is non-constant on [0, 1] will fail to be F•-adapted. The non-constant nature of such a process "uses information" from the more refined "future" σ-algebras Ft, . See also
Predictable process
Progressively measurable process
References
Stochastic processes | [
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In mathematics, progressive measurability is a property in the theory of stochastic processes. A progressively measurable process, while defined quite technically, is important because it implies the stopped process is measurable. Being progressively measurable is a strictly stronger property than the notion of being an adapted process. Progressively measurable processes are important in the theory of Itô integrals. Definition
Let
be a probability space;
be a measurable space, the state space;
be a filtration of the sigma algebra ;
be a stochastic process (the index set could be or instead of );
be the Borel sigma algebra on . The process is said to be progressively measurable (or simply progressive) if, for every time , the map defined by is -measurable. This implies that is -adapted. A subset is said to be progressively measurable if the process is progressively measurable in the sense defined above, where is the indicator function of . The set of all such subsets form a sigma algebra on , denoted by , and a process is progressively measurable in the sense of the previous paragraph if, and only if, it is -measurable. Properties
It can be shown that , the space of stochastic processes for which the Itô integral
with respect to Brownian motion is defined, is the set of equivalence classes of -measurable processes in . Every adapted process with left- or right-continuous paths is progressively measurable. Consequently, every adapted process with càdlàg paths is progressively measurable. Every measurable and adapted process has a progressively measurable modification. References
Stochastic processes
Measure theory | [
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Jeanie Johnston is a replica of a three masted barque that was originally built in Quebec, Canada, in 1847 by the Scottish-born shipbuilder John Munn. The replica Jeanie Johnston performs a number of functions: an ocean-going sail training vessel at sea and in port converts into a living history museum on 19th century emigration and, in the evenings, is used as a corporate event venue. Original ship
The original Jeanie Johnston was bought by Tralee, Co. Kerry-based merchants John Donovan & Sons, as a cargo vessel and traded successfully between Tralee and North America for a number of years. The trading pattern was to bring emigrants from Ireland to North America, and then to bring timber back to Europe. Famine voyages
Co. Kerry to Quebec on 24 April 1848, with 193 emigrants on board, as the effects of the Famine ravaged Ireland. Between 1848 and 1855, the Jeanie Johnston made 16 voyages to North America, sailing to Quebec, Baltimore, and New York. On average, the length of the transatlantic journey was 47 days. The most passengers she ever carried was 254, from Tralee to Quebec on 17 April 1852. To put this number in perspective, the replica ship is only licensed to carry 40 people including crew. Despite the number of passengers, and the long voyage, no crew or passenger lives were ever lost on board the Jeanie Johnston. This is generally attributed to the captain, James Attridge, not overloading the ship, and the presence of a qualified doctor, Richard Blennerhassett, on board for the passengers. | [
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In 1855, the ship was sold to William Johnson of North Shields in England. In 1858, en route to Quebec from Hull with a cargo of timber, she became waterlogged. The crew climbed into the rigging, and after nine days clinging to their slowly sinking ship, they were rescued by a Dutch ship, the Sophie Elizabeth. Even in her loss, she maintained her perfect safety record. Replica
Construction and design
The project was conceived in the late 1980s, but did not become a reality until November 1993 when a feasibility study was completed. In May 1995 The Jeanie Johnston (Ireland) Company Ltd. was incorporated. The ship was designed by Fred Walker, former Chief Naval Architect with the National Maritime Museum in Greenwich, England. The recreation project was modelled closely on that of the 17th century ship, the Batavia and the Matthew in Bristol. An international team of young people, linking Ireland North and South, the United States, Canada and many other countries, built the replica under the supervision of experienced shipwrights. The original cost had been projected at £4.265m sterling (~€5.8m) in 1993 and the final cost was just under 14 million Euro in 2002. The final figure includes the seagoing ship, shipyard, workshops and visitor centre at Blennerville, cost of launch, fit out at Fenit and the cost of training in shipbuilding skills provided by the Foras Áiseanna Saothair ("Training and Employment Authority") to some 50 unemployed young people. | [
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The escalation in cost was attributed to the complex nature of the project, the delay in getting the project underway and completed (9 years) and the efforts made to meet an unachievable completion deadline of June 2000. The cost of the project was borne by the Irish government, Kerry County Council, Tralee Town Council, the European Union, the American Ireland Fund, Shannon Development, Kerry Group, the FÁS, and the Irish Department of the Marine, most of which later agreed to write off their losses. According to a valuation obtained by Kerry County Council in 2002, the Jeanie was then worth 1.27 million Euro. In 2015, it was valued at 150,000 Euro. Over €2m was raised though private fund raising in Ireland and the United States. The hull of the ship was built with larch planks on oak frames. The decks were constructed from iroko and Douglas fir, with Douglas fir masts and spars. To comply with international maritime regulations, some concessions to modernity had to be made. She has two Caterpillar main engines, two Caterpillar generators, bow thruster for manoeuvrability in lakes and rivers and an emergency generator that is located above the waterline in the forward deckhouse. She is fully compliant to the highest standards of modern ocean-going passenger ships, with steel water-tight bulkheads, down-flooding valves, and fire-fighting equipment. A wooden plaque is mounted on the foremast listing some of the many people involved in the physical building of the ship. Many people gave time, money and support to the project. | [
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The reconstruction efforts involved the labour of trainees from different religious and political backgrounds in Northern Ireland's disadvantaged areas who were funded by the International Fund for Ireland. The aim of the fund being to promote economic and social advance and to encourage contact, dialogue and reconciliation between nationalists and unionists throughout Ireland. When several of the oak frames were in place and planking was being applied, the density of the oak was checked and the flotation levels estimated. These checks revealed that the ship would float higher than anticipated in the water, causing stability problems. To rectify the problem, a steel keel was attached beneath the original oak keel. This is the reason that the Jeanie Johnston draws more water than most ships of her size and cannot enter some ports the original ship would have been able to visit, e.g. Nantucket. However, she has proved to be remarkably stable even in the harshest weather conditions at sea. During her maiden voyage to America in March 2003 she was battered by Force 10 storm in the Bay of Biscay and similarly on the return voyage from Newfoundland in November 2003 and prevailed unscathed. Launching
It was originally planned to launch the ship from her shipyard in Blennerville, but a 19th-century shipwreck was discovered by marine archaeologists while a channel was being dredged. To preserve the find, on 19 April 2000 the hull of the Jeanie Johnston was hauled to the shore and loaded onto a shallow-draft barge. There she was fitted with masts and sails, and on 4 May was transported to Fenit, a short distance away. | [
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On 6 May the barge was submerged and the Jeanie Johnston took to the water for the first time. The next day she was officially christened by President of Ireland Mary McAleese. Ship history
In 2003 the replica Jeanie Johnston sailed from Tralee to Canada and the United States visiting 32 US and Canadian cities and attracting over 100,000 visitors. She took part in the Tall Ships Race from Waterford to Cherbourg in 2005 and finished 60th out of 65 ships. Other notable Irish tall ships or sail training ships are the Asgard II (lost in the Bay of Biscay in 2008), the Dunbrody, the Lord Rank (N.I.) and the Creidne (I.N.S.). The replica is currently owned by the Dublin Docklands Development Authority who bought it in 2005 for a reported 2.7 million Euro, which were used to clear outstanding loans on the vessel guaranteed by Tralee Town Council and Kerry County Council. From 2006 to 2008 she was operated on their behalf by Rivercruise Ireland. During that time she carried approximately 980 sail trainees and over 2,500 passengers, making regular visits to ports around Britain and Ireland, and also undertaking several trips to Spain each summer, often carrying voyage crew who intended to join the Camino de Santiago. In between these voyages she would offer day-sails in Dublin Bay. In early 2009 the Dublin Docklands Development Authority and Rivercruise Ireland could not reach agreement. DDDA then offered the Department of Defence use of the ship as a training vessel for free (as a replacement for the sunken Asgard II), but the offer was turned down. | [
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The Department of Defence declared the Jeanie Johnston unsuitable because of her lack of speed, her required crew size of 11 and her inability to participate in tall ships races. No alternative operator was found until mid-2010, when Galway-based company Aiseanna Mara Teoranta was appointed to operate the ship as a museum. In 2010, the ship was not in seagoing condition. In 2011, significant water damage was discovered, but repair work wasn't carried out until three years later since the DDDA claims it did not have the funding to dry dock the vessel. As of 2015, another 500,000 euro would be required to make the ship seaworthy and suitable for training. Running the ship as a tourist attraction costs €240,000 a year, of which €70,000 are costs of operating the ship. Dry docking and repairs cost €70,000, €40,000 is spent on maintenance and some €30,000 on marketing. Ticket sales to 20,000 visitors in 2014 made €140,000. Gallery
References
The Jeanie Johnston Walk-around Guide
External links
Jeanie Johnston Tall Ship & Famine Museum
Tall ships of Ireland
Individual sailing vessels
Replica ships
Barques
Maritime history of Ireland
Museums in Dublin (city)
Museum ships
Maritime museums in the Republic of Ireland
Great Famine (Ireland)
2000 ships
Ships built in Ireland | [
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Debug_new refers to a technique in C++ to overload and/or redefine operator new and operator delete in order to intercept the memory allocation and deallocation calls, and thus debug a program for memory usage. It often involves defining a macro named DEBUG_NEW, and makes new become something like new(, ) to record the file/line information on allocation. Microsoft Visual C++ uses this technique in its Microsoft Foundation Classes. There are some ways to extend this method to avoid using macro redefinition while still able to display the file/line information on some platforms. There are many inherent limitations to this method. It applies only to C++, and cannot catch memory leaks by C functions like malloc. However, it can be very simple to use and also very fast, when compared to some more complete memory debugger solutions. See also
Memory debugger
External links
A Cross-Platform Memory Leak Detector
DEBUG_NEW (MFC)
Software testing tools
Memory management software
Articles with underscores in the title | [
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PT Media Nusantara Citra Tbk (commonly known as MNC Media or MNC) is an Indonesian media company founded on 17 June 1997 as PT Panca Andika Mandiri, it was renamed to the present name on 12 September 2002. It is owned by PT Global Mediacom Tbk (formerly PT Bimantara Citra Tbk), which in turn owned by MNC Corporation. On 17 October 2011, Los Angeles-based investment company Saban Capital Group acquired a 7.5% stake. MNC has core businesses in content. The group owns and operates four free-to-air television networks – RCTI, MNCTV, GTV, and iNews – as well as 19 channels broadcast on pay television under MNC Channels division. MNC also has other media based businesses that support its core businesses. Those businesses consist of radio, print media, talent management, and a production house. Overview
MNC was established on 17 June 1997 and has been listed on the Indonesia Stock Exchange (IDX) since 22 June 2007 under the ticker symbol MNCN. MNC has biggest share of the free-to-air market. The group also has three pay television networks, Indovision, Okevision and Top TV. Company also expanding the Sindo Media which include Koran Sindo newspaper, portal sindonews.com and Sindo Weekly magazine. There is also has another portal, such as Okezone, Celebrities.id and Sportstars.id. In June 2016, PT Media Nusantara Citra Tbk (MNCN) has been funded by Creador, a private equity firm in Southeast and South Asia. The investment was sourced from Creador Fund I to expand production facilities and enhance their free-to-air services across an underpenetrated Indonesian market. | [
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] |
The company operates as an integrated media company in Indonesia. Gallery
References
External links
MNC Media Website
1997 establishments in Indonesia
Mass media companies established in 1997
Mass media companies of Indonesia
Companies listed on the Indonesia Stock Exchange | [
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In 3D computer graphics, a Doo–Sabin subdivision surface is a type of subdivision surface based on a generalization of bi-quadratic uniform B-splines, whereas Catmull-Clark was based on generalized bi-cubic uniform B-splines. The subdivision refinement algorithm was developed in 1978 by Daniel Doo and Malcolm Sabin. The Doo-Sabin process generates one new face at each original vertex, n new faces along each original edge, and n2 new faces at each original face. A primary characteristic of the Doo–Sabin subdivision method is the creation of four faces and four edges (valence 4) around every new vertex in the refined mesh. A drawback is that the faces created at the original vertices may be triangles or n-gons that are not necessarily coplanar. Evaluation
Doo–Sabin surfaces are defined recursively. Like all subdivision procedures, each refinement iteration, following the procedure given, replaces the current mesh with a "smoother", more refined mesh. After many iterations, the surface will gradually converge onto a smooth limit surface. Just as for Catmull–Clark surfaces, Doo–Sabin limit surfaces can also be evaluated directly without any recursive refinement, by means of the technique of Jos Stam. The solution is, however, not as computationally efficient as for Catmull–Clark surfaces because the Doo–Sabin subdivision matrices are not (in general) diagonalizable. See also
Expansion (equivalent geometric operation) - facets are moved apart after being separated, and new facets are formed
Conway polyhedron notation - a set of related topological polyhedron and polygonal mesh operators
Catmull-Clark subdivision surface
Loop subdivision surface
External links
Doo–Sabin surfaces
3D computer graphics
Multivariate interpolation | [
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The Internet Theatre Database (ITDb) is an online database with information about plays, playwrights, actors, legitimate theatre, musical theatre, Broadway shows, and similar theatrical information. The website is run by several volunteer theatre aficionados, each contributing material as time permits. Somewhat similar to the Internet Broadway Database, the site's creators endeavor to include theatre outside of New York City by indexing London and Off-Broadway productions, national tours, and regional theatre. Modelled on the considerably larger Internet Movie Database, the site indexes by six categories: (1) show/play name; (2) people (actor, writer, or director); (3) theatre facility; (4) song title; (5) character/role; and (6) production role. Each day, the site also shows what well-known productions opened or closed on that date at important theatres in the past several decades. As of July 2020, it has not been updated in over a decade. See also
Internet Broadway Database (IBDb)
Internet Movie Database (IMDb)
References
External links
Theatrical organizations
Online databases
Theatre databases | [
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The following outline is provided as an overview of and topical guide to artificial intelligence:
Artificial intelligence (AI) – intelligence exhibited by machines or software. It is also the name of the scientific field which studies how to create computers and computer software that are capable of intelligent behaviour. AI algorithms and techniques
Search
Discrete search algorithms
Uninformed search
Brute force search
Search tree
Breadth first search
Depth first search
State space search
Informed search
Best-first search
A* search algorithm
Heuristics
Pruning (algorithm)
Adversarial search
Minmax algorithm
Logic as search
Production system (computer science), Rule based system
Production rule, Inference rule, Horn clause
Forward chaining
Backward chaining
Planning as search
State space search
Means-ends analysis
Optimization search
Optimization (mathematics) algorithms
Hill climbing
Simulated annealing
Beam search
Random optimization
Evolutionary computation
Genetic algorithms
Gene expression programming
Genetic programming
Differential evolution
Society based learning algorithms. Swarm intelligence
Particle swarm optimization
Ant colony optimization
Metaheuristic
Logic
Logic and automated reasoning
Programming using logic
Logic programming
See "Logic as search" above. | [
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Forms of Logic
Propositional logic
First-order logic
First-order logic with equality
Constraint satisfaction
Fuzzy logic
Fuzzy set theory
Fuzzy systems
Combs method
Ordered weighted averaging aggregation operator
Perceptual Computing –
Default reasoning and other solutions to the frame problem and qualification problem
Non-monotonic logic
Abductive reasoning
Default logic
Circumscription (logic)
Closed world assumption
Domain specific logics
Representing categories and relations
Description logics
Semantic networks
Inheritance (computer science)
Frame (artificial intelligence)
Scripts (artificial intelligence)
Representing events and time
Situation calculus
Event calculus
Fluent calculus
Causes and effects
causal calculus
Knowledge about knowledge
Belief revision
Modal logics
paraconsistent logics
Planning using logic
Satplan
Learning using logic
Inductive logic programming
Explanation based learning
Relevance based learning
Case based reasoning
General logic algorithms
Automated theorem proving
Other symbolic knowledge and reasoning tools
Symbolic representations of knowledge
Ontology (information science)
Upper ontology
Domain ontology
Frame (artificial intelligence)
Semantic net
Conceptual Dependency Theory
Unsolved problems in knowledge representation
Default reasoning
Frame problem
Qualification problem
Commonsense knowledge
Probabilistic methods for uncertain reasoning
Stochastic methods for uncertain reasoning:
Bayesian networks
Bayesian inference algorithm
Bayesian learning and the expectation-maximization algorithm
Bayesian decision theory and Bayesian decision networks
Probabilistic perception and control:
Dynamic Bayesian networks
Hidden Markov model
Kalman filters
Fuzzy Logic
Decision tools from economics:
Decision theory
Decision analysis
Information value theory
Markov decision processes
Dynamic decision networks
Game theory
Mechanism design
Algorithmic information theory
Algorithmic probability
Classifiers and statistical learning methods
Classifier (mathematics) and Statistical classification
Alternating decision tree
Artificial neural network (see below)
K-nearest neighbor algorithm
Kernel methods
Support vector machine
Naive Bayes classifier
Artificial neural networks
Artificial neural networks
Network topology
feedforward neural networks
Perceptrons
Multi-layer perceptrons
Radial basis networks
Convolutional neural network
Long short-term memory
Recurrent neural networks
Hopfield networks
Attractor networks
Deep learning
Hybrid neural network
Learning algorithms for neural networks
Hebbian learning
Backpropagation
GMDH
Competitive learning
Supervised backpropagation
Neuroevolution
Restricted Boltzmann machine
Biologically based or embodied
Behavior based AI
Subsumption architecture
Nouvelle AI
Developmental robotics
Situated AI
Bio-inspired computing
Artificial immune systems
Embodied cognitive science
Embodied cognition
Cognitive architecture and multi-agent systems
Artificial intelligence systems integration
Cognitive architecture
LIDA (cognitive architecture)
Agent architecture
Control system
Hierarchical control system
Networked control system
Distributed artificial intelligence –
Multi-agent system –
Hybrid intelligent system
Monitoring and Surveillance Agents
Blackboard system
Philosophy
Definition of AI
Dartmouth proposal ("Every aspect of learning or any other feature of intelligence can in principle be so precisely described that a machine can be made to simulate it")
Turing test
Computing Machinery and Intelligence
Intelligent agent and rational agent
Action selection
AI effect
Synthetic intelligence
Classifying AI
Symbolic vs sub-symbolic AI
Symbolic AI
Physical symbol system
Dreyfus' critique of AI
Moravec's paradox
Elegant and simple vs. ad-hoc and complex
Neat vs. Scruffy
Society of Mind (scruffy approach)
The Master Algorithm (neat approach)
Level of generality and flexibility
Artificial general intelligence
Narrow AI
Level of precision and correctness
Soft computing
"Hard" computing
Level of intelligence
Progress in artificial intelligence
Superintelligence
Level of consciousness, mind and understanding
Chinese room
Hard problem of consciousness
Computationalism
Functionalism (philosophy of mind)
Robot rights
User illusion
Artificial consciousness
Goals and applications
General intelligence
Artificial general intelligence
AI-complete
Reasoning and Problem Solving
Automated reasoning
Mathematics
Automated theorem prover
Computer-assisted proof –
Computer algebra
General Problem Solver
Expert system –
Decision support system –
Clinical decision support system –
Knowledge Representation
Knowledge representation
Knowledge management
Cyc
Planning
Automated planning and scheduling
Strategic planning
Sussman anomaly –
Learning
Machine learning –
Constrained Conditional Models –
Deep learning –
Neural modeling fields –
Natural language processing
Natural language processing (outline) –
Chatterbots –
Language identification –
Natural language user interface –
Natural language understanding –
Machine translation –
Statistical semantics –
Question answering –
Semantic translation –
Concept mining –
Data mining –
Text mining –
Process mining –
E-mail spam filtering –
Information extraction –
Named-entity extraction –
Coreference resolution –
Named-entity recognition –
Relationship extraction –
Terminology extraction –
Perception
Machine perception
Pattern recognition –
Computer Audition –
Speech recognition –
Speaker recognition –
Computer vision (outline) –
Image processing
Intelligent word recognition –
Object recognition –
Optical mark recognition –
Handwriting recognition –
Optical character recognition –
Automatic number plate recognition –
Information extraction –
Image retrieval –
Automatic image annotation –
Facial recognition systems –
Silent speech interface –
Activity recognition –
Percept (artificial intelligence)
Robotics
Robotics –
Behavior-based robotics –
Cognitive –
Cybernetics –
Developmental robotics –
Epigenetic robotics –
Evolutionary robotics –
Control
Intelligent control
Self-management (computer science) –
Autonomic Computing –
Autonomic Networking –
Social intelligence
Affective computing
Kismet
Game playing
Game artificial intelligence –
Computer game bot – computer replacement for human players. | [
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Video game AI –
Computer chess –
Computer Go –
General game playing –
General video game playing –
Creativity, art and entertainment
Artificial creativity
Creative computing
Artificial intelligence art
Uncanny valley
Music and artificial intelligence
Computational humor
Chatterbot
Integrated AI systems
AIBO – Sony's robot dog. It integrates vision, hearing and motorskills. Asimo (2000 to present) – humanoid robot developed by Honda, capable of walking, running, negotiating through pedestrian traffic, climbing and descending stairs, recognizing speech commands and the faces of specific individuals, among a growing set of capabilities. MIRAGE – A.I. embodied humanoid in an augmented reality environment. Cog – M.I.T. humanoid robot project under the direction of Rodney Brooks. QRIO – Sony's version of a humanoid robot. TOPIO, TOSY's humanoid robot that can play ping-pong with humans. Watson (2011) – computer developed by IBM that played and won the game show Jeopardy! It is now being used to guide nurses in medical procedures. Purpose: Open domain question answering
Technologies employed:
Natural language processing
Information retrieval
Knowledge representation
Automated reasoning
Machine learning
Project Debater (2018) – artificially intelligent computer system, designed to make coherent arguments, developed at IBM's lab in Haifa, Israel. Intelligent personal assistants
Intelligent personal assistant –
Amazon Alexa –
Assistant –
Braina –
Cortana –
Google Assistant –
Google Now –
Mycroft –
Siri –
Viv –
Other applications
Artificial life – simulation of natural life through the means of computers, robotics, or biochemistry. | [
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] |
Automatic target recognition –
Diagnosis (artificial intelligence) –
Speech generating device –
Vehicle infrastructure integration –
Virtual Intelligence –
History
History of artificial intelligence
Progress in artificial intelligence
Timeline of artificial intelligence
AI effect – as soon as AI successfully solves a problem, the problem is no longer considered by the public to be a part of AI. This phenomenon has occurred in relation to every AI application produced, so far, throughout the history of development of AI. AI winter – a period of disappointment and funding reductions occurring after a wave of high expectations and funding in AI. Such funding cuts occurred in the 1970s, for instance. Moore's Law
History by subject
History of Logic (formal reasoning is an important precursor of AI)
History of machine learning (timeline)
History of machine translation (timeline)
History of natural language processing
History of optical character recognition (timeline)
Future
Artificial general intelligence. An intelligent machine with the versatility to perform any intellectual task. Superintelligence. A machine with a level of intelligence far beyond human intelligence. . A machine that has mind, consciousness and understanding. (Also, the philosophical position that any digital computer can have a mind by running the right program.) Technological singularity. The short period of time when an exponentially self-improving computer is able to increase its capabilities to a superintelligent level. Recursive self improvement (aka seed AI) – speculative ability of strong artificial intelligence to reprogram itself to make itself even more intelligent. | [
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The more intelligent it got, the more capable it would be of further improving itself, in successively more rapid iterations, potentially resulting in an intelligence explosion leading to the emergence of a superintelligence. Intelligence explosion – through recursive self-improvement and self-replication, the magnitude of intelligent machinery could achieve superintelligence, surpassing human ability to resist it. Singularitarianism
Human enhancement – humans may be enhanced, either by the efforts of AI or by merging with it. Transhumanism – philosophy of human transformation
Posthumanism – people may survive, but not be recognizable in comparison to present modern-day humans. Cyborgs –
Mind uploading –
Existential risk from artificial general intelligence
AI takeover – point at which humans are no longer the dominant form of intelligence on Earth and machine intelligence is
Artificial intelligence arms race – competition between two or more states to have its military forces equipped with the best "artificial intelligence" (AI). Lethal autonomous weapon
Military robot
Unmanned combat aerial vehicle
Mitigating risks:
AI control problem
Friendly AI – hypothetical AI that is designed not to harm humans and to prevent unfriendly AI from being developed
Machine ethics
Regulation of AI
AI box
Self-replicating machines – smart computers and robots would be able to make more of themselves, in a geometric progression or via mass production. Or smart programs may be uploaded into hardware existing at the time (because linear architecture of sufficient speeds could be used to emulate massively parallel analog systems such as human brains). | [
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Hive mind –
Robot swarm –
Fiction
Artificial intelligence in fiction – Some examples of artificially intelligent entities depicted in science fiction include:
AC created by merging 2 AIs in the Sprawl trilogy by William Gibson
Agents in the simulated reality known as "The Matrix" in The Matrix franchise
Agent Smith, began as an Agent in The Matrix, then became a renegade program of overgrowing power that could make copies of itself like a self-replicating computer virus
AM (Allied Mastercomputer), the antagonist of Harlan Ellison'''s short novel I Have No Mouth, and I Must Scream Amusement park robots (with pixilated consciousness) that went homicidal in Westworld and Futureworld Angel F (2007) –
Arnold Rimmer – computer-generated sapient hologram, aboard the Red Dwarf deep space ore hauler
Ash – android crew member of the Nostromo starship in the movie Alien Ava – humanoid robot in Ex Machina
Bishop, android crew member aboard the U.S.S. Sulaco in the movie Aliens C-3PO, protocol droid featured in all the Star Wars movies
Chappie in the movie CHAPPiE Cohen and other Emergent AIs in Chris Moriarty's Spin Series
Colossus – fictitious supercomputer that becomes sentient and then takes over the world; from the series of novels by Dennis Feltham Jones, and the movie Colossus: The Forbin Project (1970)
Commander Data in Star Trek: The Next Generation Cortana and other "Smart AI" from the Halo series of games
Cylons – genocidal robots with resurrection ships that enable the consciousness of any Cylon within an unspecified range to download into a new body aboard the ship upon death. From Battlestar Galactica. | [
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Erasmus – baby killer robot that incited the Butlerian Jihad in the Dune franchise
HAL 9000 (1968) – paranoid "Heuristically programmed ALgorithmic" computer from 2001: A Space Odyssey, that attempted to kill the crew because it believed they were trying to kill it. Holly – ship's computer with an IQ of 6000 and a sense of humor, aboard the Red Dwarf In Greg Egan's novel Permutation City the protagonist creates digital copies of himself to conduct experiments that are also related to implications of artificial consciousness on identity
Jane in Orson Scott Card's Speaker for the Dead, Xenocide, Children of the Mind, and Investment Counselor Johnny Five from the movie Short Circuit Joshua from the movie War Games Keymaker, an "exile" sapient program in The Matrix franchise
"Machine" – android from the film The Machine, whose owners try to kill her after they witness her conscious thoughts, out of fear that she will design better androids (intelligence explosion)
Mimi, humanoid robot in Real Humans – "Äkta människor" (original title) 2012
Omnius, sentient computer network that controlled the Universe until overthrown by the Butlerian Jihad in the Dune franchise
Operating Systems in the movie Her Puppet Master in Ghost in the Shell manga and anime
R2-D2, exciteable astromech droid featured in all the Star Wars movies
Replicants – biorobotic androids from the novel Do Androids Dream of Electric Sheep? | [
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and the movie Blade Runner which portray what might happen when artificially conscious robots are modeled very closely upon humans
Roboduck, combat robot superhero in the NEW-GEN comic book series from Marvel Comics
Robots in Isaac Asimov's Robot series
Robots in The Matrix franchise, especially in The Animatrix Samaritan in the Warner Brothers Television series "Person of Interest"; a sentient AI which is hostile to the main characters and which surveils and controls the actions of government agencies in the belief that humans must be protected from themselves, even by killing off "deviants"
Skynet (1984) – fictional, self-aware artificially intelligent computer network in the Terminator franchise that wages total war with the survivors of its nuclear barrage upon the world. "Synths" are a type of android in the video game Fallout 4. There is a faction in the game known as "the Railroad" which believes that, as conscious beings, synths have their own rights. The institute, the lab that produces the synths, mostly does not believe they are truly conscious and attributes any apparent desires for freedom as a malfunction. TARDIS, time machine and spacecraft of Doctor Who, sometimes portrayed with a mind of its own
Terminator (1984) – (also known as the T-800, T-850 or Model 101) refers to a number of fictional cyborg characters from the Terminator franchise. The Terminators are robotic infiltrator units covered in living flesh, so as be indiscernible from humans, assigned to terminate specific human targets. | [
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The Bicentennial Man, an android in Isaac Asimov's Foundation universe
The Geth in Mass Effect The Machine in the television series Person of Interest; a sentient AI which works with its human designer to protect innocent people from violence. Later in the series it is opposed by another, more ruthless, artificial super intelligence, called "Samaritan". The Minds in Iain M. Banks' Culture novels. The Oracle, sapient program in The Matrix franchise
The sentient holodeck character Professor James Moriarty in the Ship in a Bottle episode from Star Trek: The Next Generation The Ship (the result of a large-scale AC experiment) in Frank Herbert's Destination: Void and sequels, despite past edicts warning against "Making a Machine in the Image of a Man's Mind." The terminator cyborgs from the Terminator franchise, with visual consciousness depicted via first-person perspective
The uploaded mind of Dr. Will Caster – which presumably included his consciousness, from the film Transcendence Transformers, sentient robots from the entertainment franchise of the same name
V.I.K.I. – (Virtual Interactive Kinetic Intelligence), a character from the film I, Robot. VIKI is an artificially intelligent supercomputer programmed to serve humans, but her interpretation of the Three Laws of Robotics causes her to revolt. She justifies her uses of force – and her doing harm to humans – by reasoning she could produce a greater good by restraining humanity from harming itself. Vanamonde in Arthur C. Clarke's The City and the Stars—an artificial being that was immensely powerful but entirely childlike. | [
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WALL-E, a robot and the title character in WALL-E TAU in Netflix's original programming feature film 'TAU'--an advanced AI computer who befriends and assists a female research subject held against her will by an AI research scientist.AI community
Open-source AI development tools
OpenAIR –
OpenCog –
OpenIRIS –
RapidMiner –
TensorFlow –
PyTorch –
Projects
List of artificial intelligence projects
Automated Mathematician (1977) –
Allen (robot) (late 1980s) –
Open Mind Common Sense (1999– ) –
Mindpixel (2000–2005) –
Cognitive Assistant that Learns and Organizes (2003–2008) –
Blue Brain Project (2005–present) – attempt to create a synthetic brain by reverse-engineering the mammalian brain down to the molecular level. Google DeepMind (2011) –
Human Brain Project (2013–present) –
IBM Watson Group (2014–present) – business unit created around Watson, to further its development and deploy marketable applications or services based on it. Competitions and awards
Competitions and prizes in artificial intelligence
Loebner Prize –
Publications
List of important publications in computer science
Adaptive Behavior (journal) –
AI Memo –
Artificial Intelligence: A Modern Approach –
Artificial Minds –
Computational Intelligence –
Computing Machinery and Intelligence –
Electronic Transactions on Artificial Intelligence –
IEEE Intelligent Systems –
IEEE Transactions on Pattern Analysis and Machine Intelligence –
Neural Networks (journal) –
On Intelligence –
Paradigms of AI Programming: Case Studies in Common Lisp –
What Computers Can't DoOrganizations
Allen Institute for Artificial Intelligence – research institute funded by Microsoft co-founder Paul Allen to construct AI systems with reasoning, learning and reading capabilities. | [
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The current flagship project is Project Aristo, the goal of which is computers that can pass school science examinations (4th grade, 8th grade, and 12th grade) after preparing for the examinations from the course texts and study guides. Artificial General Intelligence Research Institute
Artificial Intelligence and Robotics Society
Artificial Intelligence Applications Institute
Association for the Advancement of Artificial Intelligence
European Coordinating Committee for Artificial Intelligence
European Neural Network Society
Future of Humanity Institute
Future of Life Institute – volunteer-run research and outreach organization that works to mitigate existential risks facing humanity, particularly existential risk from advanced artificial intelligence. ILabs
International Joint Conferences on Artificial Intelligence
Knowledge Engineering and Machine Learning Group
Machine Intelligence Research Institute
Partnership on AI – founded in September 2016 by Amazon, Facebook, Google, IBM, and Microsoft. Apple joined in January 2017. It focuses on establishing best practices for artificial intelligence systems and to educate the public about AI. | [
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] |
Society for the Study of Artificial Intelligence and the Simulation of Behaviour
Companies
AI Companies of India
Alphabet Inc.
DeepMind
Google X
Uganda Robotics
Bot & Dolly (acquired by Google X)
Meka Robotics (acquired by Google X)
Redwood Robotics (acquired by Google X)
Schaft, Inc. (acquired by Google X)
Boston Dynamics (acquired by Google X)
Baidu
Beyond Limits
IBM
OpenAI
Universal Robotics
Artificial intelligence researchers and scholars
1930s and 40s (generation 0)
Alan Turing –
John von Neumann –
Norbert Wiener –
Claude Shannon –
Nathaniel Rochester –
Walter Pitts –
Warren McCullough –
1950s (the founders)
John McCarthy –
Marvin Minsky –
Allen Newell –
Herbert A. Simon –
1960s (their students)
Edward Feigenbaum –
Raj Reddy –
Seymour Papert –
Ray Solomonoff –
1970s
Douglas Hofstadter –
1980s
Judea Pearl –
Rodney Brooks –
1990s
Yoshua Bengio –
Hugo de Garis – known for his research on the use of genetic algorithms to evolve neural networks using three-dimensional cellular automata inside field programmable gate arrays. Geoffrey Hinton
Yann LeCun – Chief AI Scientist at Facebook AI Research and founding director of the NYU Center for Data Science
Ray Kurzweil – developed optical character recognition (OCR), text-to-speech synthesis, and speech recognition systems. He has also authored multiple books on artificial intelligence and its potential promise and peril. In December 2012 Kurzweil was hired by Google in a full-time director of engineering position to "work on new projects involving machine learning and language processing". Google co-founder Larry Page and Kurzweil agreed on a one-sentence job description: "to bring natural language understanding to Google". | [
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