Surf these sites: An AI learning system -- A description of an AI system, with a demonstration program and Delphi sourcecode available. Classification Software: DecisionMaker -- Attrasoft DecisionMaker uses the data in your database to help you make business decisions. It does not matter what kind of database you have. David W. Aha: Machine Learning Page -- Comprehensive machine learning resources from Applications to Tutorials. Group Method of Data Handling (GMDH) -- Review of the GMDH approach for data mining and forecasting, with examples and software Home of Computational Learning Theory -- Computational Learning Theory (COLT) is a reasearch 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. Machine Learning FAQ -- Questions and answers about Machine Learning. Visitors can post their own questions and answers. 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. 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. Mixture Modelling page -- Mixture modelling, Clustering, Intrinsic classification, Unsupervised learning and Mixture modeling. Links and bibliography. NovuWeb, Inc. -- Provider of agents that reason, learn, and understand bringing intelligence to online sales, personalization, email routing and smart response, e-commerce, e-customer relationships, online advice and knowledge management. Reasoning about Computational Resource Allocation -- An introduction to "anytime" algorithms. Published in Crossroads, the student magazine of the ACM. Recursive-Partitioning.com -- Supervised & Unsupervised Learning -- Recursive partitioning based supervised and unsupervised learning methods resources. Comprehensive lists of classification trees, regression trees, rules induction, and clustering software packages. Extensive bibliography collection. Links to machine learning and data mining websites. Support Vector Machines at GMD FIRST, Germany -- Provides an overview over ongoing research in the area of Support Vector Machines to allow easy access and distribution of new results in this exciting new research area. ÖFAI Machine Learning -- Information on their members, research areas, publications, teaching, and resources. Focus is on: Data Mining and Knowledge Discovery in Databases; Inductive Logic Programming; Knowledge Intensive Learning; Concept Drift and Context-Sensitive Learning; Minimum Description Length Principle; Machine Learning and Music; and Applications.
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