Probabilistic Methods for Financial and Marketing Informatics - Softcover

Neapolitan, Richard E.

9780124054530: Probabilistic Methods for Financial and Marketing Informatics

Softcover

ISBN 10: 0124054536 ISBN 13: 9780124054530

Publisher: Morgan Kaufmann, 2014

Bayesian Networks are a form of probabilistic graphical models and they are used for modeling knowledge in many application areas, from medicine to image processing. They are particularly useful for business applications, ans

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Review:

"One of the features I appreciate most is that almost all the examples refer to real-world situations, which is especially useful because it shows how to build probabilistic models for other domains." --Francisco Diez, UNED, Madrid, Spain

About the Author:

Richard E. Neapolitan is professor and Chair of Computer Science at Northeastern Illinois University. He has previously written four books including the seminal 1990 Bayesian network text Probabilistic Reasoning in Expert Systems. More recently, he wrote the 2004 text Learning Bayesian Networks, the textbook Foundations of Algorithms, which has been translated to three languages and is one of the most widely-used algorithms texts world-wide, and the 2007 text Probabilistic Methods for Financial and Marketing Informatics (Morgan Kaufmann Publishers).

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