INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783642286964
NATIONAL BIBLIOGRAPHY NUMBER
Country Code
IR
Number
EN-57664
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
COUNTRY OF PUBLICATION OR PRODUCTlON
Country of publication
IR
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Advances in Intelligent Signal Processing and Data Minin
General Material Designation
[Book]
Other Title Information
:Theory and Applications
First Statement of Responsibility
/ edited by Petia Georgieva, Lyudmila Mihaylova, Lakhmi C Jain
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Berlin, Heidelberg
Name of Publisher, Distributor, etc.
: Springer Berlin Heidelberg :Imprint: Springer,
Date of Publication, Distribution, etc.
, 2013.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
XIV, 354 p. 143 illus., online resource.
SERIES
Series Title
(Studies in Computational Intelligence,1860-949X
Volume Designation
; 410)
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Electronic
CONTENTS NOTE
Text of Note
The book presents some of the most efficient statistical and deterministic methods for information processing and applications in order to extract targeted information and find hidden patterns. The techniques presented range from Bayesian approaches and their variations such as sequential Monte Carlo methods, Markov Chain Monte Carlo filters, Rao Blackwellization, to the biologically inspired paradigm of Neural Networks and decomposition techniques such as Empirical Mode Decomposition, Independent Component Analysis and Singular Spectrum Analysis. The book is directed to the research students, professors, researchers and practitioners interested in exploring the advanced techniques in intelligent signal processing and data mining paradigms.
Text of Note
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,1860-949X
Volume Number
410
TOPICAL NAME USED AS SUBJECT
Engineering
Artificial intelligence
Electronic books
LIBRARY OF CONGRESS CLASSIFICATION
Class number
E-BOOK
PERSONAL NAME - PRIMARY RESPONSIBILITY
Georgieva, Petia.
PERSONAL NAME - SECONDARY RESPONSIBILITY
Mihaylova, Lyudmila
Jain, Lakhmi C
SpringerLink (Online service)
ORIGINATING SOURCE
Country
ایران
ELECTRONIC LOCATION AND ACCESS
Host name
9783642286957.pdf
Access number
عادی
Compression information
عادی
Date and Hour of Consultation and Access
9783642286957.pdf
Electronic Format Type
متن
old catalog
e
BL
1
a
Y
