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

Author: Petia Georgieva; Lyudmila Mihaylova; Lakhmi C Jain
Publisher: Berlin ; Heidelberg : Springer, cop. 2013.
Series: Studies in computational intelligence, vol. n° 410; Studies in computational intelligence (Print)
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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Document Type: Book
All Authors / Contributors: Petia Georgieva; Lyudmila Mihaylova; Lakhmi C Jain
ISBN: 9783642286957 364228695X
OCLC Number: 867258015
Description: 1 vol. (XIII-349 p.) : ill. en noir et en coul., couv. ill. en coul. ; 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, vol. n° 410; Studies in computational intelligence (Print)
Responsibility: Petia Georgieva / Lyudmila Mihaylova / Lakhmi C. Jain.

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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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