Learning Bayesian Networks

3.27 avg rating
( 11 ratings by Goodreads )
 
9780130125347: Learning Bayesian Networks

In this first edition book, methods are discussed for doing inference in Bayesian networks and inference diagrams. Hundreds of examples and problems allow readers to grasp the information. Some of the topics discussed include Pearl's message passing algorithm, Parameter Learning: 2 Alternatives, Parameter Learning r Alternatives, Bayesian Structure Learning, and Constraint-Based Learning. For expert systems developers and decision theorists.

"synopsis" may belong to another edition of this title.

From the Back Cover:

Learning Bayesian Networks offers the first accessible and unified text on the study and application of Bayesian networks. This book serves as a key textbook or reference for anyone with an interest in probabilistic modeling in the fields of computer science, computer engineering, and electrical engineering. This text is also a valuable supplemental resource for courses on expert systems, machine learning, and artificial intelligence.

Appropriate for classroom teaching or self-instruction, the text is organized to provide fundamental concepts in an accessible, practical format. Beginning with a basic theoretical introduction, the author then provides a comprehensive discussion of inference, methods of learning, and applications based on Bayesian networks and beyond.

Learning Bayesian Networks:
  • Includes hundreds of examples and problems
  • Makes learning easy by introducing complex concepts through simple examples
  • Clarifies with separate discussions on statistical development of Bayesian networks and application to causality

About the Author:

Richard E. Neapolitan has been a researcher in Bayesian networks and the area of uncertainty in artificial intelligence since the mid-1980s. In 1990, he wrote the seminal text, Probabilistic Reasoning in Expert Systems, which helped to unify the field of Bayesian networks. Dr. Neapolitan has published numerous articles spanning the fields of computer science, mathematics, philosophy of science, and psychology. Dr. Neapolitan is currently professor and chair of Computer Science at Northeastern Illinois University.

"About this title" may belong to another edition of this title.

Top Search Results from the AbeBooks Marketplace

1.

Neapolitan, Richard E.
Published by Prentice Hall
ISBN 10: 0130125342 ISBN 13: 9780130125347
New Quantity Available: > 20
Seller:
INDOO
(Avenel, NJ, U.S.A.)
Rating
[?]

Book Description Prentice Hall. Book Condition: New. Brand New. Bookseller Inventory # 0130125342

More Information About This Seller | Ask Bookseller a Question

Buy New
116.32
Convert Currency

Add to Basket

Shipping: 2.65
Within U.S.A.
Destination, Rates & Speeds

2.

Neapolitan, Richard E.
Published by Pearson
ISBN 10: 0130125342 ISBN 13: 9780130125347
New Quantity Available: 1
Seller:
textbook_rebellion
(Troy, MI, U.S.A.)
Rating
[?]

Book Description Pearson. Book Condition: New. 0130125342 Choose Expedited shipping for fastest delivery. Satisfaction Guaranteed. Orders ship within 1-2 business days w/ free USPS tracking. Bookseller Inventory # Z0130125342ZN

More Information About This Seller | Ask Bookseller a Question

Buy New
118.01
Convert Currency

Add to Basket

Shipping: 3.78
Within U.S.A.
Destination, Rates & Speeds

3.

Neapolitan, Richard E.
Published by Pearson
ISBN 10: 0130125342 ISBN 13: 9780130125347
New Hardcover Quantity Available: 1
Seller:
BennettBooksLtd
(Covington, KY, U.S.A.)
Rating
[?]

Book Description Pearson. Hardcover. Book Condition: New. 0130125342 New. Looks like an interesting title, learn more! We provide domestic tracking upon request. We provide personalized customer service and want you to have a great experience purchasing from us. 100% satisfaction guaranteed and thank you for your consideration. Bookseller Inventory # S-0130125342

More Information About This Seller | Ask Bookseller a Question

Buy New
134.26
Convert Currency

Add to Basket

Shipping: 3.75
Within U.S.A.
Destination, Rates & Speeds

4.

Neapolitan, Richard E.
Published by Pearson (2003)
ISBN 10: 0130125342 ISBN 13: 9780130125347
New Hardcover Quantity Available: 2
Seller:
Murray Media
(North Miami Beach, FL, U.S.A.)
Rating
[?]

Book Description Pearson, 2003. Hardcover. Book Condition: New. Never used!. Bookseller Inventory # P110130125342

More Information About This Seller | Ask Bookseller a Question

Buy New
152.55
Convert Currency

Add to Basket

Shipping: 1.51
Within U.S.A.
Destination, Rates & Speeds

5.

Richard E. Neapolitan
Published by Prentice Hall (2003)
ISBN 10: 0130125342 ISBN 13: 9780130125347
New Paperback Quantity Available: 1
Seller:
Ergodebooks
(RICHMOND, TX, U.S.A.)
Rating
[?]

Book Description Prentice Hall, 2003. Paperback. Book Condition: New. Bookseller Inventory # DADAX0130125342

More Information About This Seller | Ask Bookseller a Question

Buy New
163.97
Convert Currency

Add to Basket

Shipping: 3.02
Within U.S.A.
Destination, Rates & Speeds

6.

Richard E. Neapolitan
Published by Prentice Hall (2003)
ISBN 10: 0130125342 ISBN 13: 9780130125347
New Paperback Quantity Available: 1
Seller:
Revaluation Books
(Exeter, United Kingdom)
Rating
[?]

Book Description Prentice Hall, 2003. Paperback. Book Condition: Brand New. illustrated edition. 674 pages. 9.75x7.75x0.75 inches. In Stock. Bookseller Inventory # zk0130125342

More Information About This Seller | Ask Bookseller a Question

Buy New
162.60
Convert Currency

Add to Basket

Shipping: 6
From United Kingdom to U.S.A.
Destination, Rates & Speeds

7.

Richard E. Neapolitan
Published by Pearson (2003)
ISBN 10: 0130125342 ISBN 13: 9780130125347
New Hardcover Quantity Available: > 20
Seller:
Palexbooks
(Sanford, NC, U.S.A.)
Rating
[?]

Book Description Pearson, 2003. Book Condition: New. Brand new! Please provide a physical shipping address. Bookseller Inventory # 9780130125347

More Information About This Seller | Ask Bookseller a Question

Buy New
186.77
Convert Currency

Add to Basket

Shipping: 2.27
Within U.S.A.
Destination, Rates & Speeds

8.

Richard E. Neapolitan
Published by Pearson (2003)
ISBN 10: 0130125342 ISBN 13: 9780130125347
New Paperback Quantity Available: 1
Seller:
Irish Booksellers
(Rumford, ME, U.S.A.)
Rating
[?]

Book Description Pearson, 2003. Paperback. Book Condition: New. book. Bookseller Inventory # M0130125342

More Information About This Seller | Ask Bookseller a Question

Buy New
205.11
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds