Machine Learning Network Online Information Service

The MLnet OiS offers software, datasets, information about events, research groups, persons and other interesting stuff related to machine learning, knowledge discovery, case-based reasoning, knowledge acquisition, and data mining.
http://www.mlnet.org

Machine Learning at AAAI

Starting point for online machine learning resources. Provided by the American Association for Artificial Intelligence.
http://www.aaai.org/Pathfinder/html/machine.html

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
http://www.kernel-machines.org

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
http://www.learningtheory.org/

Boosting research

A website on Boosting and related ensemble learning methods. Provided links to papers, upcoming events, datasets, and code.
http://www.boosting.org/

Mixture Modelling page

Mixture modelling, Clustering, Intrinsic classification, Unsupervised learning and Mixture modeling. Links and bibliography.
http://www.cs.monash.edu.au/~dld/mixture.modelling.page.html

Gowachin

A competition on Grammatical Inference.
http://www.irisa.fr/Gowachin/

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

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

ILPnet2

Network of Excellence in Inductive Logic Programming.
http://www.cs.bris.ac.uk/~ILPnet2/

Grammatical Inference

Repository of information on grammatical inference, automata induction, and language acquisition.
http://www.cs.iastate.edu/~honavar/gi/gi.html

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

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://lieber.www.media.mit.edu/people/lieber/PBE/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

Group Method of Data Handling (GMDH)

Review of the GMDH approach for data mining and forecasting, with examples and software
http://www.stormloader.com/gmdh/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/

Proto-Mind Machines

Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator
http://www.proto-mind.com

Andrew Schein's Web Page

Machine learning approaches to data mining focussing on text mining applications
http://www.cis.upenn.edu/~ais

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

David W. Aha: Machine Learning Page

Comprehensive machine learning resources from Applications to Tutorials.
http://home.earthlink.net/~dwaha/research/machine-learning.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/

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