Artificial Intelligence: Machine Learning

Machine learning approaches to data mining focussing on text mining applications

A website on Boosting and related ensemble learning methods. Provided links to papers, upcoming events, datasets, and code.

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.

Comprehensive machine learning resources from Applications to Tutorials.

A competition on Grammatical Inference.

Repository of information on grammatical inference, automata induction, and language acquisition.

Review of the GMDH approach for data mining and forecasting, with examples and software

Network of Excellence in Inductive Logic Programming.

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.

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.