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 events, datasets, code. 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 efficiency. http://www.learningtheory.org/

Reinforcement Learning Repository A centralized resource for researchers of reinforcement learning. Maintained at Michigan State University. http://www.cse.msu.edu/rlr/

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 algorithms, temporal differences, and other methods. http://satirist.org/learn-game/

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

David W. Aha: Machine Learning Page Comprehensive machine learning resources from Applications to Tutorials. http://www.aic.nrl.navy.mil/~aha/research/machine-learning.html

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