National Science Library of Georgia

Graphs for Pattern Recognition : (Record no. 535285)

MARC details
000 -LEADER
fixed length control field 04632nam a22006735i 4500
001 - CONTROL NUMBER
control field 9783110481068
003 - CONTROL NUMBER IDENTIFIER
control field DE-B1597
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200803184532.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field m|||||o||d||||||||
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr || ||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190326s2016 gw fo d z eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783110481068
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1515/9783110481068
Source of number or code doi
035 ## - SYSTEM CONTROL NUMBER
System control number (DE-B1597)466925
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)951141809
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)963114749
040 ## - CATALOGING SOURCE
Original cataloging agency DE-B1597
Language of cataloging eng
Transcribing agency DE-B1597
Description conventions rda
041 0# - LANGUAGE CODE
Language code of text/sound track or separate title eng
044 ## - COUNTRY OF PUBLISHING/PRODUCING ENTITY CODE
MARC country code gw
ISO country code DE
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM012050
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM051300
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT003000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT012000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT036000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT042000
Source bisacsh
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Field link and sequence number 1\p
Classification number 510
-- DE-101
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Gainanov, Damir,
Relator term author.
245 10 - TITLE STATEMENT
Title Graphs for Pattern Recognition :
Remainder of title Infeasible Systems of Linear Inequalities /
Statement of responsibility, etc Damir Gainanov.
264 #1 - Production, Publication, Distribution, Manufacture, and Copyright Notice (R)
Place of production, publication, distribution, manufacture Berlin ;
-- Boston :
Name of producer, publisher, distributor, manufacturer De Gruyter,
Date of production, publication, distribution, manufacture, or copyright notice [2016]
264 #4 - Production, Publication, Distribution, Manufacture, and Copyright Notice (R)
Date of production, publication, distribution, manufacture, or copyright notice ©2016
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (158 p.)
336 ## - Content Type (R)
Content type term (R) text
Content type code (R) txt
Source (NR) rdacontent
337 ## - Media Type (R)
Media type term (R) computer
Media type code (R) c
Source (NR) rdamedia
338 ## - Carrier Type (R)
Carrier type term (R) online resource
Carrier type code (R) cr
Source (NR) rdacarrier
347 ## -
-- text file
-- PDF
-- rda
505 00 - FORMATTED CONTENTS NOTE
Title Frontmatter --
-- Preface --
-- Contents --
-- 1. Pattern recognition, infeasible systems of linear inequalities, and graphs --
-- 2. Complexes, (hyper)graphs, and inequality systems --
-- 3. Polytopes, positive bases, and inequality systems --
-- 4. Monotone Boolean functions, complexes, graphs, and inequality systems --
-- 5. Inequality systems, committees, (hyper)graphs, and alternative covers --
-- Bibliography --
-- List of notation --
-- Index
506 0# - RESTRICTIONS ON ACCESS NOTE
Terms governing access Open Access
Uniform Resource Identifier <a href="https://purl.org/coar/access_right/c_abf2">https://purl.org/coar/access_right/c_abf2</a>
Standardized terminology for access restriction unrestricted online access
Source of term star
520 ## - SUMMARY, ETC.
Summary, etc This monograph deals with mathematical constructions that are foundational in such an important area of data mining as pattern recognition. By using combinatorial and graph theoretic techniques, a closer look is taken at infeasible systems of linear inequalities, whose generalized solutions act as building blocks of geometric decision rules for pattern recognition.Infeasible systems of linear inequalities prove to be a key object in pattern recognition problems described in geometric terms thanks to the committee method. Such infeasible systems of inequalities represent an important special subclass of infeasible systems of constraints with a monotonicity property - systems whose multi-indices of feasible subsystems form abstract simplicial complexes (independence systems), which are fundamental objects of combinatorial topology.The methods of data mining and machine learning discussed in this monograph form the foundation of technologies like big data and deep learning, which play a growing role in many areas of human-technology interaction and help to find solutions, better solutions and excellent solutions. Contents:PrefacePattern recognition, infeasible systems of linear inequalities, and graphsInfeasible monotone systems of constraintsComplexes, (hyper)graphs, and inequality systemsPolytopes, positive bases, and inequality systemsMonotone Boolean functions, complexes, graphs, and inequality systemsInequality systems, committees, (hyper)graphs, and alternative coversBibliographyList of notationIndex
538 ## - SYSTEM DETAILS NOTE
System details note Mode of access: Internet via World Wide Web.
540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE
Terms governing use and reproduction This eBook is made available Open Access. Unless otherwise specified in the content, the work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives (CC BY-NC-ND) license:
Uniform Resource Identifier <a href="https://creativecommons.org/licenses/by-nc-nd/3.0 ">https://creativecommons.org/licenses/by-nc-nd/3.0 </a>
-- <a href="https://www.degruyter.com/dg/page/open-access-policy">https://www.degruyter.com/dg/page/open-access-policy</a>
546 ## - LANGUAGE NOTE
Language note In English.
588 0# -
-- Description based on online resource; title from PDF title page (publisher's Web site, viewed 26. Mrz 2019)
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data Mining.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Graphentheorie.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Kombinatorik.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Lineares Gleichungssystem.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mustererkennung.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element MATHEMATICS / Combinatorics.
Source of heading or term bisacsh
773 08 - HOST ITEM ENTRY
Display text Title is part of eBook package:
Place, publisher, and date of publication De Gruyter
Title EBOOK PACKAGE COMPLETE 2016
International Standard Book Number 9783110485103
Other item identifier ZDB-23-DGG
773 08 - HOST ITEM ENTRY
Display text Title is part of eBook package:
Place, publisher, and date of publication De Gruyter
Title EBOOK PACKAGE Mathematics 2016
International Standard Book Number 9783110485288
Other item identifier ZDB-23-DMA
776 0# - ADDITIONAL PHYSICAL FORM ENTRY
Qualifying information EPUB
International Standard Book Number 9783110480306
776 0# - ADDITIONAL PHYSICAL FORM ENTRY
Qualifying information print
International Standard Book Number 9783110480139
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1515/9783110481068">https://doi.org/10.1515/9783110481068</a>
Public note Open Access
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials specified Cover
Uniform Resource Identifier <a href="https://www.degruyter.com/cover/covers/9783110481068.jpg">https://www.degruyter.com/cover/covers/9783110481068.jpg</a>
912 ## -
-- GBV-deGruyter-alles
912 ## -
-- ZDB-23-DGG
-- 2016
912 ## -
-- ZDB-23-DMA
-- 2016
912 ## -
-- ZDB-23-GOA

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