Boosting research
A website on Boosting and related ensemble learning methods. Provided links to papers, upcoming events, datasets, and code.
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 ma…
Group Method of Data Handling (GMDH)
Review of the GMDH approach for data mining and forecasting, with examples and software
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/sci…
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.
Kernel machines
A central information source for the area of Support Vector Machines, Gaussian Process prediction, Mathematical Programming with Kernels, Regularization Networks, Reproducing Kerne…
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 work…
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…
Pattern Recognition on The Web
Links to various pattern recognition and machine learning resources
Proto-Mind Machines
Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator
Reinforcement Learning Repository
A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst.