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 ma...
http://www.learningtheory.org/
Site dedicated to research of artificial intelligence algorithms applied to information retrieval, data mining and optimization methods. Includes FAQs and AI resources for math/sci...
http://www.miislita.com
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
A central information source for the area of Support Vector Machines, Gaussian Process prediction, Mathematical Programming with Kernels, Regularization Networks, Reproducing Kerne...
http://www.kernel-machines.org
Starting point for online machine learning resources. Provided by the American Association for Artificial Intelligence.
http://www.aaai.org/Pathfinder/html/machine.html
Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems.
http://athos.rutgers.edu/ml4um/
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 work...
http://satirist.org/learn-game/
The MLnet OiS offers software, datasets, information about events, research groups, persons and other interesting stuff related to machine learning, knowledge discovery, case-based...
http://www.mlnet.org
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