Hybrid random fields a scalable approach to structure and parameter learning in probabilistic graphical models

This book presents an exciting new synthesis of directed and undirected, discrete and continuous graphical models. Combining elements of Bayesian networks and Markov random fields, the newly introduced hybrid random fields are an interesting approach to get the best of both these worlds, with an add...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Freno, Antonino (लेखक), aTrentin, Edmondo (लेखक)
निगमित लेखक: aSpringerLink (Online service)
स्वरूप: Electronic Resource
भाषा:English
प्रकाशित: Berlin, Heidelberg Springer Berlin Heidelberg 2011.
विषय:
ऑनलाइन पहुंच:Available for University of the Philippine Diliman via Springerlink. Click here to access