Machine Learning
Journal of Machine Learning Research
Data Mining and Knowledge Discovery
Journal of Artificial Intelligence Research
Artificial Intelligence
Uncertainty in Artificial Intelligence
International Conference on Machine Learning
AAAI Meetings
Neural Information Processing Systems
Computational Intelligence Links by Andres Perez-Uribe
Reinforcement Learning Repository
CMU AI Repository
AI Resources from NRC.
Kevin Murphy's Bayes Net Toolbox for Matlab; contains links to many other software packages
Fabio Cozman's Bayesian networks in Java