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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.
www.kernel-machines.org
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.
www.learningtheory.org
Mixture modelling, Clustering, Intrinsic classification, Unsupervised learning and Mixture modeling. Links and bibliography.
www.cs.monash.edu.au
A competition on Grammatical Inference.
www.irisa.fr
Reasoning about Computational Resource Allocation
An introduction to "anytime" algorithms. Published in Crossroads, the student magazine of the ACM.
www.acm.org
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.
satirist.org
Network of Excellence in Inductive Logic Programming.
www.cs.bris.ac.uk
Repository of information on grammatical inference, automata induction, and language acquisition.
www.cs.iastate.edu
Pattern Recognition Information
A hub for Pattern Recognition linking to journals, books, bibliographies, jobs, conferences and news.
www.ph.tn.tudelft.nl
Pattern Recognition on The Web
Links to various pattern recognition and machine learning resources
cgm.cs.mcgill.ca
Machine learning for user modeling
Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems.
athos.rutgers.edu
Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator
www.proto-mind.com
Machine learning approaches to data mining focussing on text mining applications
www.cis.upenn.edu
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.
www.miislita.com
David W. Aha: Machine Learning Page
Comprehensive machine learning resources from Applications to Tutorials.home.earthlink.net