C. Diff discovered at Altnagelvin

Clostridium Difficile is discovered within the intensive care unit of a Northern Ireland hospital.

news.bbc.co.uk

Gaza voices

Palestinians describe life under the Israeli blockade

news.bbc.co.uk

Asia markets follow US share drop

Asian markets plummet after New York's main share index slumps to its lowest level in five years, amid recession fears.

news.bbc.co.uk

More UK retail sales woe expected

Sales on the UK's high streets continued to slow in October, figures out later are expected to confirm.

news.bbc.co.uk

Letters from America: Thousands of Alistair Cooke's scripts go online

Nearly 3,000 scripts from Alistair Cooke's BBC radio show Letters From America are to be placed in a public electronic archive.

news.bbc.co.uk

Red tape 'hampers crime victims'

Victims of violent crime are hampered in making compensation claims by excessive red tape, MPs say.

news.bbc.co.uk

IMF approves $2.1bn Iceland loan

The International Monetary Fund approves a $2.1bn (£1.4bn) loan for Iceland, after its banking system collapsed in October.

news.bbc.co.uk

Send your video, pictures and story ideas

Have you got a good story? BBC News wants to hear from you.

news.bbc.co.uk

RBS shareholders vote on bail-out

Shareholders of the Royal Bank of Scotland will vote later on Thursday on whether to accept a £20bn government bail-out.

news.bbc.co.uk

In pictures

The challenges faced by returning Afghan refugees

news.bbc.co.uk

Live text - India v England

India are chasing 241 to beat England in the third one-day international against India in Kanpur, which is reduced to 49 overs per side.

news.bbc.co.uk

Clampdown on excessive speeders

A raft of measures are suggested to target anti-social drivers, including those who speed excessively or use drugs.

news.bbc.co.uk

Strictly stars support Sergeant

Stars of Strictly Come Dancing give their backing to ex-political journalist John Sergeant after he pulls out of the contest.

news.bbc.co.uk

Hoodwinked

How two criminals fooled the British judicial system

news.bbc.co.uk

DR Congo rebels pull out to let aid in

Rebel forces in the Democratic Republic of Congo withdraw from two fronts north of Goma, as promised, to let aid in.

news.bbc.co.uk

Treasure galore

Images of artefacts unearthed by metal detectors

news.bbc.co.uk

Rolls-Royce plans 2,000 job cuts

Aircraft engine maker Rolls-Royce says it plans to cut up to 2,000 jobs in 2009, including 140 in the UK.

news.bbc.co.uk

Rwanda aide questioned in Paris

A Rwandan presidential aide is placed under formal investigation in France over the killing of a former president.

news.bbc.co.uk

A winning feeling

Smiles all round as England supporters celebrate in Berlin

news.bbc.co.uk

City Diaries

Failed or bailed? Tales from the financial front-line

news.bbc.co.uk

Sparrow numbers 'plummet by 68%'

The loss of green spaces in Britain has caused the number of house sparrows to drop sharply in the past 30 years, the RSPB says.

news.bbc.co.uk

Bosch jobs threat 'devastating'

A decision that could see a further 250 manufacturing jobs axed is described as a devastating blow.

news.bbc.co.uk

Escape prompts mother's jail call

A man accused of murder who escaped from a hospital should have been in jail, his alleged victim's mother says.

news.bbc.co.uk

Terry heads England to win over Germany

England skipper John Terry heads a late winner to earn Fabio Capello's side a fully-deserved 2-1 victory in Germany.

news.bbc.co.uk

Top of the Pops re-enters TV line-up - but just for Christmas

Top of the Pops returns to the BBC for two shows over Christmas, despite earlier promises it would stay off the airwaves.

news.bbc.co.uk

 World Catalog > Computers > Artificial Intelligence > Machine Learning

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World Catalog > Computers > Artificial Intelligence > Machine Learning

Machine Learning:

Andrew Schein's Web Page

Machine learning approaches to data mining focussing on text mining applications

http://www.cis.upenn.edu/~ais

Computational Learning Theory

A research field devoted to studying the design and analysis of algorithms for making predictions about the future based on past experiences. The emphasis in COLT is on rigorous mathematical analysis. COLT is largely concerned with computational and data efficiency.

http://www.learningtheory.org/

Graand

Free Classified Ads Portal

www.graand.com

Gowachin

A competition on Grammatical Inference.

http://www.irisa.fr/Gowachin/

Grammatical Inference

Repository of information on grammatical inference, automata induction, and language acquisition.

http://www.cs.iastate.edu/~honavar/gi/gi.html

Integrated Optimization - Artificial Intelligence

Site dedicated to research of artificial intelligence algorithms applied to information retrieval, data mining and optimization methods. Includes FAQs and AI resources for math/science teachers and students.

http://www.miislita.com

Kernel machines

A central information source for the area of Support Vector Machines, Gaussian Process prediction, Mathematical Programming with Kernels, Regularization Networks, Reproducing Kernel Hilbert Spaces, and related methods. Provides links to papers, upcoming events, datasets, code.

http://www.kernel-machines.org

k-means clustering tutorial

Introduction to k-means clustering, a popular data mining and unsupervised learning algorithm. Free code, software, resources and examples are available for download.

http://people.revoledu.com/kardi/tutorial/kMean/index.html

Machine learning for user modeling

Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems.

http://athos.rutgers.edu/ml4um/

Machine Learning in Games

How computers can learn to get better at playing games. This site is for artificial intelligence researchers and intrepid game programmers. I describe game programs and their workings; they rely on heuristic search algorithms, neural networks, genetic algorithms, temporal differences, and other methods.

http://satirist.org/learn-game/

Pattern Recognition Information

A hub for Pattern Recognition linking to journals, books, bibliographies, jobs, conferences and news.

http://www.ph.tn.tudelft.nl/PRInfo/index.html

Pattern Recognition on The Web

Links to various pattern recognition and machine learning resources

http://cgm.cs.mcgill.ca/~godfried/teaching/pr-web.html

Programming by Example

Programming by example (or by demonstration) is a technique for teaching the computer new behavior by demonstrating actions on concrete examples. The system records user actions and generalizes a program that can be used in new examples.

http://web.media.mit.edu/~lieber/PBE/index.html

Proto-Mind Machines

Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator

http://www.proto-mind.com

Reasoning about Computational Resource Allocation

An introduction to "anytime" algorithms. Published in Crossroads, the student magazine of the ACM.

http://www.acm.org/crossroads/xrds3-1/racra.html

Reinforcement Learning Repository

A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst.

http://www-anw.cs.umass.edu/rlr/

Asia markets follow US share drop

Asian markets plummet after New York's main share index slumps to its lowest level in five years, amid recession fears.

news.bbc.co.uk

Gaza voices

Palestinians describe life under the Israeli blockade

news.bbc.co.uk

Clampdown on excessive speeders

A raft of measures are suggested to target anti-social drivers, including those who speed excessively or use drugs.

news.bbc.co.uk

City Diaries

Failed or bailed? Tales from the financial front-line

news.bbc.co.uk

Letters from America: Thousands of Alistair Cooke's scripts go online

Nearly 3,000 scripts from Alistair Cooke's BBC radio show Letters From America are to be placed in a public electronic archive.

news.bbc.co.uk

Strictly stars support Sergeant

Stars of Strictly Come Dancing give their backing to ex-political journalist John Sergeant after he pulls out of the contest.

news.bbc.co.uk

Treasure galore

Images of artefacts unearthed by metal detectors

news.bbc.co.uk

A winning feeling

Smiles all round as England supporters celebrate in Berlin

news.bbc.co.uk

Bosch jobs threat 'devastating'

A decision that could see a further 250 manufacturing jobs axed is described as a devastating blow.

news.bbc.co.uk

Rwanda aide questioned in Paris

A Rwandan presidential aide is placed under formal investigation in France over the killing of a former president.

news.bbc.co.uk

Live text - India v England

India are chasing 241 to beat England in the third one-day international against India in Kanpur, which is reduced to 49 overs per side.

news.bbc.co.uk

Red tape 'hampers crime victims'

Victims of violent crime are hampered in making compensation claims by excessive red tape, MPs say.

news.bbc.co.uk

Send your video, pictures and story ideas

Have you got a good story? BBC News wants to hear from you.

news.bbc.co.uk

Rolls-Royce plans 2,000 job cuts

Aircraft engine maker Rolls-Royce says it plans to cut up to 2,000 jobs in 2009, including 140 in the UK.

news.bbc.co.uk

DR Congo rebels pull out to let aid in

Rebel forces in the Democratic Republic of Congo withdraw from two fronts north of Goma, as promised, to let aid in.

news.bbc.co.uk

More UK retail sales woe expected

Sales on the UK's high streets continued to slow in October, figures out later are expected to confirm.

news.bbc.co.uk

Top of the Pops re-enters TV line-up - but just for Christmas

Top of the Pops returns to the BBC for two shows over Christmas, despite earlier promises it would stay off the airwaves.

news.bbc.co.uk

In pictures

The challenges faced by returning Afghan refugees

news.bbc.co.uk

Escape prompts mother's jail call

A man accused of murder who escaped from a hospital should have been in jail, his alleged victim's mother says.

news.bbc.co.uk

C. Diff discovered at Altnagelvin

Clostridium Difficile is discovered within the intensive care unit of a Northern Ireland hospital.

news.bbc.co.uk

Hoodwinked

How two criminals fooled the British judicial system

news.bbc.co.uk

Terry heads England to win over Germany

England skipper John Terry heads a late winner to earn Fabio Capello's side a fully-deserved 2-1 victory in Germany.

news.bbc.co.uk

IMF approves $2.1bn Iceland loan

The International Monetary Fund approves a $2.1bn (£1.4bn) loan for Iceland, after its banking system collapsed in October.

news.bbc.co.uk

RBS shareholders vote on bail-out

Shareholders of the Royal Bank of Scotland will vote later on Thursday on whether to accept a £20bn government bail-out.

news.bbc.co.uk

Sparrow numbers 'plummet by 68%'

The loss of green spaces in Britain has caused the number of house sparrows to drop sharply in the past 30 years, the RSPB says.

news.bbc.co.uk