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Advances in intelligent signal processing and data mining : theory and applications

Author: Petia Georgieva; Lyudmila Mihaylova; L C Jain
Publisher: Heidelberg ; New York : Springer, ©2013.
Series: Studies in computational intelligence, 410.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
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With contributions from leading experts in the field, this volume presents the most efficient statistical and deterministic methods for information processing and applications that allow the  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Petia Georgieva; Lyudmila Mihaylova; L C Jain
ISBN: 9783642286957 364228695X
OCLC Number: 780478028
Description: xiii, 349 pages : illustrations (some color) ; 24 cm.
Contents: From the content: Introduction to Intelligent Signal Processing and Data Mining.- Monte Carlo-Based Bayesian Group Object Tracking and Causal Reasoning.- A Sequential Monte Carlo Method for Multi-Target Tracking with the Intensity Filter.- Sequential Monte Carlo Methods for Localisation inWireless Networks.- A Sequential Monte Carlo Approach for Brain Source Localization.
Series Title: Studies in computational intelligence, 410.
Responsibility: Petia Georgieva, Lyudmila Mihaylova, and Lakhmi C. Jain (eds.).
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From the reviews: "This book is well structured and provides good coverage of several state-of-the-art approaches to intelligent signal processing and data mining. ... chapters contain examples and Read more...

 
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