Probabilistic Reasoning Group Resources

• Bayesian Network tools in Java (BNJ) home page at KSU
• UAI Online Conferences
• Research Index

IJCAI 2003 Conference at Acapulco.

 

Projects

• Bayesian Network tools in Java (BNJ)
• K2 Algorithm for learning BBN from data (already integrated with the new BNJ)
• XBN editor and BBN Convertor (already integrated with the new BNJ)
• Stochastic sampling algorithms (already integrated with the new BNJ)
• Genetic algorithm for probabilistic inference (already integrated with the new BNJ)
• Bayesian network generator
• Bioinformatics application: learning gene expression models from data

• K2 algorithm: Learning Bayesian Networks from Data by Haipeng Guo
• Bayesian Networks Inference and LS Clique-tree Propagation Algorithm by Haipeng Guo
• Presentation on Anytime Bayesian Networks Inference by Haipeng Guo
• Adaptive Importance Sampling on bayesian Networks by Julie A. Stilson
• Importance Sampling Algorithms for Bayesian Networks by Sonal Junnarkar
• Dynamic Bayesian Networks, by Haipeng Guo. KDD seminar talk on Friday, August 23, 2002.

Check the new development site.