Publications

Software

• Torch package of ML systems (in C++) -- Click here for the initial email announcement and brief description
• LPE (Lazy Partial Evaluation) and CN2
• T2 Induces optimal 1- and 2-level decision trees. Described in the ML'95 paper . Written (?? and maintained ??) by Peter Auer (pauer@igi.tu-graz.ac.at). This file is tarred, compressed, and uuencoded.

WWW Sites of Interest

• UCR (University of California at Riverside) resposity of time-series benchmark data sets for machine learning
• bibliography of Machine Learning applied to Game Playing
• game theory bibliography of Learning in Games
• Journal of Machine Learning Research (JMLR)
• web site devoted to boosting, other ensemble methods, and other good machine learning stuff
• Resources (including a tutorial and software) related to Support vector Machines
• home page on Grammatical Inference
• Gary Weiss's page on the Small Disjuncts Problem
• COLT web site
• 1999 KDD classification cup
• Centre for Learning Systems and Applications (LSA)
• Waikato (New Zealand) ML group
• data mining of bibliographic sources
• Clustering and Unsupervised Learning (David Dowe)
• Kernel Methods website, including Support Vector Machines
• Reinforcement Learning Respository
• Machine Learning People (David Aha's directory)
• UCI Repository of Machine Learning datasets
• UCI KDD Archive
• Decision Analysis resources (including belief networks)
• Pattern Matching and Data Mining group (Helsinki)
• brief introduction to Data Mining (article by Bruce Moxon in the Data Warehouse supplement to DBMS, August 1996)
• Commercial Data Mining company
• NEURAL COMPUTING SURVEYS (refereed electronic journal)
• Machine Learning Information and Resources
• Neural Network Benchmarking home page
• StatLib
• Ron Rivest's Machine Learning lecture notes
• Genetic Algorithms
• Pattern Recognition
• NASA datasets
• Neuroscience databases