Probabilistic reasoning in intelligent systems : networks of plausible inference /: networks of plausible inference. ([2014?])
- Record Type:
- Book
- Title:
- Probabilistic reasoning in intelligent systems : networks of plausible inference /: networks of plausible inference. ([2014?])
- Main Title:
- Probabilistic reasoning in intelligent systems : networks of plausible inference
- Further Information:
- Note: Judea Pearl.
- Authors:
- Pearl, Judea
- Contents:
- Chapter 1 Uncertainty In AI Systems: An Overview; Chapter 2 Bayesian Inference; Chapter 3 Markov and Bayesian Networks: Two Graphical Representations of Probabilistic Knowledge; Chapter 4 Belief Updating by Network Propagation; Chapter 5 Distributed Revision of Composite Beliefs; Chapter 6 Decision and Control; Chapter 7 Taxonomic Hierarchies, Continuous Variables, and Uncertain Probabilities; Chapter 8 Learning Structure from Data; Chapter 9 Non-Bayesian Formalisms for Managing Uncertainty; Chapter 10 Logic and Probability: The Strange Connection
- Edition:
- Revised second printing
- Publisher Details:
- San Francisco : Morgan Kaufmann
- Publication Date:
- 2014
- Extent:
- 1 online resource, illustrations
- Subjects:
- 006.3
Artificial intelligence
Reasoning
Probabilities - Languages:
- English
- ISBNs:
- 9780080514895
0080514898 - Related ISBNs:
- 1558604790
- Notes:
- Note: Includes bibliographical references and index.
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.39797
- Ingest File:
- 02_089.xml