Hybrid Random Fields: A Scalable Approach to Structure and Parameter Learning in Probabilistic Graphical Models

By Antonino Freno and Edmondo Trentin

Book Overview

Introduction.-

Bayesian Networks.-

Markov Random Fields.-

Introducing Hybrid Random Fields:

Discrete-Valued Variables.-

Extending Hybrid Random Fields:

Continuous-Valued Variables.-

Applications.-

Probabilistic Graphical Models:

Cognitive Science or Cognitive Technology? ..-

Conclusions.

• Format: Paperback
• Language: English
• ISBN: 3642268188
• ISBN13: 9783642268182
• Release Date: July 2013
• Publisher: Springer
• Length: 210 Pages
• Weight: 0.73 lbs.
• Dimensions: 0.5" x 6.2" x 9.2"