Machine Learning Resources
Journals
Machine Learning
Journal of Machine Learning Research
Journal of Artificial Intelligence Research
Artificial Intelligence
Conferences
International Conference on Machine Learning (ICML)
AAAI Meetings
Neural Information Processing Systems (NIPS)
Computational Learning Theory (COLT)
Uncertainty in Artificial Intelligence (AUI)
International Conference on Knowledge Discovery and Data Mining (KDD)
IEEE International Conference on Data Mining (ICDM)
European Conference on Machine Learning (ECML)
International Joint Conference on Artificial Intelligence (IJCAI)
Repositories
Videolectures.net (a collection of scientific talks, including many in machine learning)
Reinforcement Learning Repository
Reinforcement Learning Community
Support Vector Machines and related methods
Boosting and related methods
Genetic Programming
Data Mining
Knowledge Discovery in Databases
Machine Learning Data
UCI machine learning repository
KDD Databases
Software
Weka: Machine learning software in Java
Neural Java
MLC++
Orange: Data mining software
Tutorials, Notes, Books (not included elswhere in these pages)
Introduction to Neural Networks at IDSIA
Machine Learning, Neural and Statistical Classification by D.Michie, D.J. Spiegelhalter, C.C. Taylor (eds), 1994.
Evaluation of Learning Algorithms
Applications
Game Playing
NeuroSolutions Applications Corner
The Science of Audio Based Brainwave Entrainment