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Source Separation in Physical‐Chemical Sensing (Record no. 67094)

MARC details
000 -LEADER
fixed length control field	03864nam a22004094u 4500
001 - CONTROL NUMBER
control field	10.1002/9781119137252
003 - CONTROL NUMBER IDENTIFIER
control field	Wiley
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20251030120312.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field	cr nn 008mam\|a
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	231113t2023\|\|\|\|xxu fs\| \|0\|\| 0\|eng\|\|
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9781119137252
Qualifying information	electronic
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code	10.1002/9781119137252
Source of number or code	doi
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title	eng
245 00 - TITLE STATEMENT
Title	Source Separation in Physical‐Chemical Sensing
Medium	[electronic resource]
Statement of responsibility, etc.	Edited by Christian Jutten, Leonardo Tomazeli Duarte, Saïd Moussaoui.
250 ## - EDITION STATEMENT
Edition statement	1
260 ## - Date publicare
Name of publisher, distributor, etc.	Wiley
Date of publication, distribution, etc.	2023
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Name of producer, publisher, distributor, manufacturer	Wiley
Date of production, publication, distribution, manufacture, or copyright notice	2023
300 ## - PHYSICAL DESCRIPTION
Extent	352pp.;
336 ## - CONTENT TYPE
Content type term	text
Content type code	txt
Source	rdacontent
337 ## - MEDIA TYPE
Media type term	computer
Media type code	c
Source	rdamedia
338 ## - CARRIER TYPE
Carrier type term	online resource
Carrier type code	cr
Source	rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type	text file
Source	rdaft
347 ## - DIGITAL FILE CHARACTERISTICS
Encoding format	PDF
520 ## - SUMMARY, ETC.
Summary, etc.	Source Separation in Physical-Chemical Sensing Master advanced signal processing for enhanced physical and chemical sensors with this essential guide In many domains (medicine, satellite imaging and remote sensing, food industry, materials science), data is obtained from large sets of physical/chemical sensors or sensor arrays. Such sophisticated measurement techniques require advanced and smart processing for extracting useful information from raw sensing data. Usually, sensors are not very selective and record a mixture of the useful latent variables. An innovative technique called Blind Source Separation (BSS) can isolate and retrieve the individual latent variables from a mixed-source data array, allowing for refined analysis that fully exploits these cutting-edged imaging and signal-sensing technologies. Source Separation in Physical-Chemical Sensing, supplies a thorough introduction to the principles of BSS, main methods and algorithms and its potential applications in various domains where data are obtained through physical or chemical sensors. Designed to bridge the gap between chemical/physical analysis and signal processing, it promises to be invaluable in many fields. Its alertness to the latest technologies and the full range of potential BSS applications make it an indispensable introduction to this cutting-edge method. Source Separation in Physical-Chemical Sensing readers will also find: BSS examples on chemical and physical sensors and devices to enhance processing and analysis. Detailed treatment of source separation in potentiometric sensors, ion-sensitive sensors, hyperspectral imaging, Raman and fluorescence spectroscopy, chromatography, and others. Thorough discussion of Bayesian source separation, nonnegative matrix factorization, tensorial methods, geometrical methods, constrained optimization, and more. Source Separation in Physical-Chemical Sensing is a must-have for researchers and engineers working in signal processing and statistical analysis, as well as for chemists, physicists or engineers looking to apply source separation in various application domains.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element
9 (RLIN)	91795
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element
653 00 - INDEX TERM--UNCONTROLLED
Uncontrolled term	BSS; signal processing; mass spectrography; chromatography; spectral unmixing; hyperspectral imaging; Bayesian source separation; non-negative matrix factorization; tensorial methods; geometrical methods; constrained optimization
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Jutten, Christian
Relator code	edt
9 (RLIN)	91796
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Duarte, Leonardo Tomazeli
Relator code	edt
9 (RLIN)	91797
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Moussaoui, Saïd
Relator code	edt
9 (RLIN)	91798
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information	Printed edition:
International Standard Book Number	9781119137221
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier	<a href="https://doi.org/10.1002/9781119137252">https://doi.org/10.1002/9781119137252</a>
Host name	Wiley Online Library
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier	<a href="https://onlinelibrary.wiley.com/action/showBook?doi=10.1002%2F9781119137252">https://onlinelibrary.wiley.com/action/showBook?doi=10.1002%2F9781119137252</a>
Host name	Wiley Online Library
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials specified	Cover Image
Uniform Resource Identifier	<a href="https://onlinelibrary.wiley.com/cms/asset/52b856df-d974-4267-bb4f-8c7a003cf29b/9781119137252.cover.gif">https://onlinelibrary.wiley.com/cms/asset/52b856df-d974-4267-bb4f-8c7a003cf29b/9781119137252.cover.gif</a>
Host name	Wiley Online Library

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