Blind source separation : (Record no. 20773)

MARC details
000 -LEADER
fixed length control field 04705cam a2200673 i 4500
001 - CONTROL NUMBER
control field ocn855858321
003 - CONTROL NUMBER IDENTIFIER
control field OCoLC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220701010928.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field m o d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 130813s2014 si ob 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2013033014
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency DLC
Modifying agency YDX
-- N$T
-- DG1
-- E7B
-- YDXCP
-- WAU
-- CDX
-- OCLCF
-- COO
-- OCLCO
-- OCLCQ
-- EBLCP
-- IDEBK
-- DEBSZ
-- DEBBG
019 ## -
-- 868491293
-- 908035446
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118679869
Qualifying information (Adobe PDF)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118679865
Qualifying information (Adobe PDF)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118679876
Qualifying information (ePub)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118679873
Qualifying information (ePub)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118679852
Qualifying information (electronic book)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118679857
Qualifying information (electronic book)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9781118679845
Qualifying information (cloth)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 1118679849
Qualifying information (cloth)
029 1# - (OCLC)
OCLC library identifier AU@
System control number 000051853001
029 1# - (OCLC)
OCLC library identifier NZ1
System control number 15495690
029 1# - (OCLC)
OCLC library identifier NZ1
System control number 15906615
029 1# - (OCLC)
OCLC library identifier CHVBK
System control number 334095069
029 1# - (OCLC)
OCLC library identifier CHBIS
System control number 010441817
029 1# - (OCLC)
OCLC library identifier DEBSZ
System control number 431609667
029 1# - (OCLC)
OCLC library identifier DEBBG
System control number BV043396160
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)855858321
Canceled/invalid control number (OCoLC)868491293
-- (OCoLC)908035446
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TK5102.9
072 #7 - SUBJECT CATEGORY CODE
Subject category code TEC
Subject category code subdivision 009070
Source bisacsh
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 621.382/2
Edition number 23
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Yu, Xianchuan.
245 10 - TITLE STATEMENT
Title Blind source separation :
Remainder of title theory and applications /
Statement of responsibility, etc Xianchuan Yu, Dan Hu, Jindong Xu.
264 #1 -
-- Singapore :
-- John Wiley & Sons Singapore Pte. Ltd.,
-- 2014.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xix, 366 pages)
336 ## -
-- text
-- txt
-- rdacontent
337 ## -
-- computer
-- c
-- rdamedia
338 ## -
-- online resource
-- cr
-- rdacarrier
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note PART I. Theory basics of BSS -- Mathematical foundation of blind source separation -- General model and classical algorithm for BSS -- Evaluation criteria for the bss algorithm -- PART II. Independent component analysis -- Independent component analysis -- Fast independent component analysis and its application -- Maximum likelihood independent component analysis and its application -- Overcomplete independent component analysis algorithms and applications -- Kernel independent component analysis -- Non-negative independent component analysis and its application -- Constraint independent component analysis algorithms and applications -- Optimized independent component analysis algorithms and applications -- Supervised learning independent component analysis algorithms and applications -- PART III. Advances and applications of BSS -- Non-negative matrix factorization algorithms and applications -- Sparse component analysis and applications -- Glossary.
588 0# -
-- Print version record and CIP data provided by publisher.
520 ## - SUMMARY, ETC.
Summary, etc "This book offers a general overview of the basics of Blind Source Separation, important solutions and algorithms, and in-depth coverage of applications in image feature extraction, remote sensing image fusion, mixed-pixel decomposition of SAR images, image object recognition fMRI medical image processing, geochemical and geophysical data mining, mineral resources prediction and geoanomalies information recognition. Firstly, the background and theory basics of blind source separation are introduced, which provides the foundation for the following work. Matrix operation, foundations of probability theory and information theory basics are included here. There follows the fundamental mathematical model and fairly new but relatively established blind source separation algorithms, such as Independent Component Analysis (ICA) and its improved algorithms (Fast ICA, Maximum Likelihood ICA, Overcomplete ICA, Kernel ICA, Flexible ICA, Non-negative ICA, Constrained ICA, Optimised ICA). The last part of the book considers the very recent algorithms in BSS e.g. Sparse Component Analysis (SCA) and Non-negative Matrix Factorization (NMF). Meanwhile, in-depth cases are presented for each algorithm in order to help the reader understand the algorithm and its application field"--Provided by publisher.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Blind source separation.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element TECHNOLOGY & ENGINEERING
General subdivision Mechanical.
Source of heading or term bisacsh
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Blind source separation.
Source of heading or term fast
-- (OCoLC)fst01739925
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Blind source separation
General subdivision Handbooks, manuals, etc.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Blind source separation.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
655 #0 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Hu, Dan,
Titles and other words associated with a name Ph.D.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Xu, Jindong.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
Main entry heading Yu, Xianchuan.
Title Blind source separation.
Place, publisher, and date of publication Singapore : John Wiley & Sons Singapore Pte. Ltd., 2014
International Standard Book Number 9781118679845
Record control number (DLC) 2013031750
-- (OCoLC)855858254
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://dx.doi.org/10.1002/9781118679852">http://dx.doi.org/10.1002/9781118679852</a>
Public note Wiley Online Library
994 ## -
-- 92
-- DG1

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