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Bayesian Networks: A Practical Guide to Applications (Statistics in Practice)
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eBay item number:166993444702
Item specifics
- Condition
- EAN
- 9780470060308
- UPC
- 9780470060308
- ISBN
- 9780470060308
- MPN
- N/A
- Book Title
- Bayesian Networks: A Practical Guide to Applicatio
- Item Length
- 23 cm
- Publication Name
- Bayesian Networks: a Practical Guide to Applications
- Publisher
- John Wiley & Sons INC International Concepts
- Subject
- Engineering & Technology, Mathematics
- Publication Year
- 2008
- Series
- Statistics in Practice
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Item Height
- 242 mm
- Item Weight
- 678 g
- Item Width
- 161 mm
- Number of Pages
- 446 Pages
About this product
Product Information
Bayesian Networks, the result of the convergence of artificial intelligence with statistics, are growing in popularity. Their versatility and modelling power is now employed across a variety of fields for the purposes of analysis, simulation, prediction and diagnosis. This book provides a general introduction to Bayesian networks, defining and illustrating the basic concepts with pedagogical examples and twenty real-life case studies drawn from a range of fields including medicine, computing, natural sciences and engineering. Designed to help analysts, engineers, scientists and professionals taking part in complex decision processes to successfully implement Bayesian networks, this book equips readers with proven methods to generate, calibrate, evaluate and validate Bayesian networks. The book: Provides the tools to overcome common practical challenges such as the treatment of missing input data, interaction with experts and decision makers, determination of the optimal granularity and size of the model. Highlights the strengths of Bayesian networks whilst also presenting a discussion of their limitations. Compares Bayesian networks with other modelling techniques such as neural networks, fuzzy logic and fault trees. Describes, for ease of comparison, the main features of the major Bayesian network software packages: Netica, Hugin, Elvira and Discoverer, from the point of view of the user. Offers a historical perspective on the subject and analyses future directions for research. Written by leading experts with practical experience of applying Bayesian networks in finance, banking, medicine, robotics, civil engineering, geology, geography, genetics, forensic science, ecology, and industry, the book has much to offer both practitioners and researchers involved in statistical analysis or modelling in any of these fields.
Product Identifiers
Publisher
John Wiley & Sons INC International Concepts
ISBN-13
9780470060308
eBay Product ID (ePID)
89729168
Product Key Features
Number of Pages
446 Pages
Publication Name
Bayesian Networks: a Practical Guide to Applications
Language
English
Subject
Engineering & Technology, Mathematics
Publication Year
2008
Type
Textbook
Series
Statistics in Practice
Format
Hardcover
Dimensions
Item Height
242 mm
Item Weight
678 g
Item Width
161 mm
Additional Product Features
Editor
Patrick Naim, Olivier Pourret, Bruce Marcot
Country/Region of Manufacture
United States
Item description from the seller
Seller business information
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