Normal view MARC view ISBD view

Feature Selection for High-Dimensional Data / (Record no. 200434485)

MARC details
000 -LEADER
fixed length control field	03369nam a22004695i 4500
003 - CONTROL NUMBER IDENTIFIER
control field	DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20231104114418.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field	cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	151005s2015 gw \| s \|\|\|\| 0\|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9783319218588
Canceled/invalid ISBN	978-3-319-21858-8
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code	10.1007/978-3-319-21858-8
Source of number or code	doi
040 ## - CATALOGING SOURCE
Original cataloging agency	TR-AnTOB
Language of cataloging	eng
Transcribing agency	TR-AnTOB
Description conventions	rda
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number	Q334-342
072 #7 - SUBJECT CATEGORY CODE
Subject category code	UYQ
Source	bicssc

Subject category code	COM004000
Source	bisacsh

Subject category code	UYQ
Source	thema006.3
--	23
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title	İngilizce
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name	Bolón-Canedo, Verónica.
Relator term	author.
Relator code	aut
--	http://id.loc.gov/vocabulary/relators/aut
245 10 - TITLE STATEMENT
Title	Feature Selection for High-Dimensional Data /
Statement of responsibility, etc.	by Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture	Cham :
Name of producer, publisher, distributor, manufacturer	Springer International Publishing :
--	Imprint: Springer,
Date of production, publication, distribution, manufacture, or copyright notice	2015.
300 ## - PHYSICAL DESCRIPTION
Extent	1 online resource
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
Encoding format	PDF
Source	rda
490 0# - SERIES STATEMENT
Series statement	Artificial Intelligence: Foundations, Theory, and Algorithms,
International Standard Serial Number	2365-3051
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note	Introduction to High-Dimensionality -- Foundations of Feature Selection -- Experimental Framework -- Critical Review of Feature Selection Methods -- Application of Feature Selection to Real Problems -- Emerging Challenges.
520 ## - SUMMARY, ETC.
Summary, etc.	This book offers a coherent and comprehensive approach to feature subset selection in the scope of classification problems, explaining the foundations, real application problems and the challenges of feature selection for high-dimensional data. The authors first focus on the analysis and synthesis of feature selection algorithms, presenting a comprehensive review of basic concepts and experimental results of the most well-known algorithms. They then address different real scenarios with high-dimensional data, showing the use of feature selection algorithms in different contexts with different requirements and information: microarray data, intrusion detection, tear film lipid layer classification and cost-based features. The book then delves into the scenario of big dimension, paying attention to important problems under high-dimensional spaces, such as scalability, distributed processing and real-time processing, scenarios that open up new and interesting challenges for researchers. The book is useful for practitioners, researchers and graduate students in the areas of machine learning and data mining.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Artificial intelligence.

Topical term or geographic name entry element	Data mining.

Topical term or geographic name entry element	Data structures (Computer scienc.

Topical term or geographic name entry element	Artificial Intelligence.
Authority record control number or standard number	http://scigraph.springernature.com/things/product-market-codes/I21000

Topical term or geographic name entry element	Data Mining and Knowledge Discovery.
Authority record control number or standard number	http://scigraph.springernature.com/things/product-market-codes/I18030

Topical term or geographic name entry element	Data Structures.
Authority record control number or standard number	http://scigraph.springernature.com/things/product-market-codes/I15017
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Sánchez-Maroño, Noelia.
Relator term	author.
Relator code	aut
--	http://id.loc.gov/vocabulary/relators/aut

Personal name	Alonso-Betanzos, Amparo.
Relator term	author.
Relator code	aut
--	http://id.loc.gov/vocabulary/relators/aut
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element	SpringerLink (Online service)
856 40 - ELECTRONIC LOCATION AND ACCESS
Materials specified	Springer eBooks
Public note	Online access link to the resource
Uniform Resource Identifier	<a href="https://doi.org/10.1007/978-3-319-21858-8">https://doi.org/10.1007/978-3-319-21858-8</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme	Library of Congress Classification
Koha item type	E-Book

Holdings
Withdrawn status	Lost status	Source of classification or shelving scheme	Not for loan	Collection code	Home library	Current library	Date acquired	Source of acquisition	Coded location qualifier	Inventory number	Total Checkouts	Full call number	Barcode	Date last seen	Date shelved	Koha item type	Public note
		Library of Congress Classification	Geçerli değil-e-Kitap / Not applicable-e-Book	E-Kitap Koleksiyonu	Merkez Kütüphane	Merkez Kütüphane	04/12/2018	Satın Alma / Purchase		BİL/YAP		Q334-342EBK	EBK00405	04/12/2018	04/12/2018	E-Book