About these proceedings
This book constitutes the refereed proceedings of the 7th International Workshop on Probabilistic Graphical Models, PGM 2014, held in Utrecht, The Netherlands, in September 2014. The 38 revised full papers presented in this book were carefully reviewed and selected from 44 submissions. The papers cover all aspects of graphical models for probabilistic reasoning, decision making, and learning.
Bayesian networks artificial intelligence belief networks classification data mining decision networks graph algorithms graph theory influence diagrams learning in probabilistic graphical models machine learning probabilistic representations probability and statistics search methods trees