Machine learning and knowledge discovery in databases : (Record no. 648600)

MARC details
000 -LEADER
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001 - CONTROL NUMBER
control field on1241066181
003 - CONTROL NUMBER IDENTIFIER
control field OCoLC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220802105942.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
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 210224s2021 sz a o 101 0 eng d
040 ## - CATALOGING SOURCE
Original cataloging agency DKU
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency DKU
Modifying agency OCLCO
-- OCLCQ
-- YDXIT
-- GW5XE
-- OCLCO
-- EBLCP
-- OCLCF
-- LEATE
-- OCLCQ
-- OCLCO
-- COM
019 ## -
-- 1249943763
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783030676643
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3030676641
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9783030676636
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-030-67664-3
Source of number or code doi
029 1# - (OCLC)
OCLC library identifier AU@
System control number 000068884556
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1241066181
Canceled/invalid control number (OCoLC)1249943763
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.5
072 #7 - SUBJECT CATEGORY CODE
Subject category code UNF
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM021030
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UNF
Source thema
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQE
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3/1
Edition number 23
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
111 2# - MAIN ENTRY--MEETING NAME
Meeting name or jurisdiction name as entry element ECML PKDD (Conference)
Date of meeting (2020 :
Location of meeting Online)
9 (RLIN) 914529
245 10 - TITLE STATEMENT
Title Machine learning and knowledge discovery in databases :
Remainder of title European conference, ECML PKDD 2020, Ghent, Belgium, September 14-18, 2020 : proceedings.
Number of part/section of a work Part III /
Statement of responsibility, etc. Frank Hutter, Kristian Kersting, Jefrey Lijffijt, Isabel Valera (eds.).
246 30 - VARYING FORM OF TITLE
Title proper/short title ECML PKDD 2020
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham :
Name of producer, publisher, distributor, manufacturer Springer,
Date of production, publication, distribution, manufacture, or copyright notice [2021]
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xliii, 755 pages) :
Other physical details illustrations (chiefly color)
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
490 1# - SERIES STATEMENT
Series statement Lecture notes in computer science. Lecture notes in artificial intelligence ;
Volume/sequential designation 12459
490 ## - SERIES STATEMENT
Series statement Serienbezeichnung
500 ## - GENERAL NOTE
General note International conference proceedings.
500 ## - GENERAL NOTE
General note Includes author index.
520 ## - SUMMARY, ETC.
Summary, etc. The 5-volume proceedings, LNAI 12457 until 12461 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020, which was held during September 14-18, 2020. The conference was planned to take place in Ghent, Belgium, but had to change to an online format due to the COVID-19 pandemic. The 232 full papers and 10 demo papers presented in this volume were carefully reviewed and selected for inclusion in the proceedings. The volumes are organized in topical sections as follows: Part I: Pattern Mining; clustering; privacy and fairness; (social) network analysis and computational social science; dimensionality reduction and autoencoders; domain adaptation; sketching, sampling, and binary projections; graphical models and causality; (spatio- ) temporal data and recurrent neural networks; collaborative filtering and matrix completion. Part II: deep learning optimization and theory; active learning; adversarial learning; federated learning; Kernel methods and online learning; partial label learning; reinforcement learning; transfer and multi-task learning; Bayesian optimization and few-shot learning. Part III: Combinatorial optimization; large-scale optimization and differential privacy; boosting and ensemble methods; Bayesian methods; architecture of neural networks; graph neural networks; Gaussian processes; computer vision and image processing; natural language processing; bioinformatics. Part IV: applied data science: recommendation; applied data science: anomaly detection; applied data science: Web mining; applied data science: transportation; applied data science: activity recognition; applied data science: hardware and manufacturing; applied data science: spatiotemporal data. Part V: applied data science: social good; applied data science: healthcare; applied data science: e-commerce and finance; applied data science: computational social science; applied data science: sports; demo track.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Combinatorial optimization -- large-scale optimization and differential privacy -- boosting and ensemble methods -- Bayesian methods -- architecture of neural networks -- graph neural networks -- Gaussian processes -- computer vision and image processing -- natural language processing.-bioinformatics.
588 0# - SOURCE OF DESCRIPTION NOTE
Source of description note Online resource; title from PDF title page (SpringerLink, viewed March 23, 2021).
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning
Form subdivision Congresses.
9 (RLIN) 15308
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining
Form subdivision Congresses.
9 (RLIN) 15442
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data structures (Computer science)
9 (RLIN) 942
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
9 (RLIN) 1340
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Numerical analysis.
9 (RLIN) 908
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Application software.
9 (RLIN) 7119
650 #2 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial Intelligence
9 (RLIN) 1340
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Apprentissage automatique
Form subdivision Congrès.
9 (RLIN) 20183
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Exploration de données (Informatique)
Form subdivision Congrès.
9 (RLIN) 19049
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Structures de données (Informatique)
9 (RLIN) 17394
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Intelligence artificielle.
9 (RLIN) 15884
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Analyse numérique.
9 (RLIN) 13534
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Logiciels d'application.
9 (RLIN) 29713
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element artificial intelligence.
Source of heading or term aat
9 (RLIN) 1340
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Application software.
Source of heading or term fast
Authority record control number (OCoLC)fst00811706
9 (RLIN) 7119
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
Source of heading or term fast
Authority record control number (OCoLC)fst00817247
9 (RLIN) 1340
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
Source of heading or term fast
Authority record control number (OCoLC)fst00887946
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data structures (Computer science)
Source of heading or term fast
Authority record control number (OCoLC)fst00887978
9 (RLIN) 942
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning.
Source of heading or term fast
Authority record control number (OCoLC)fst01004795
9 (RLIN) 1680
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Numerical analysis.
Source of heading or term fast
Authority record control number (OCoLC)fst01041273
9 (RLIN) 908
655 #0 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
9 (RLIN) 396
655 #2 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Congress
9 (RLIN) 11670
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
9 (RLIN) 396
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Conference papers and proceedings.
Source of term fast
Authority record control number (OCoLC)fst01423772
9 (RLIN) 6065
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Conference papers and proceedings.
Source of term lcgft
9 (RLIN) 6065
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Actes de congrès.
Source of term rvmgf
9 (RLIN) 609890
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Hutter, Frank,
Relator term editor.
9 (RLIN) 219370
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kersting, Kristian,
Relator term editor.
9 (RLIN) 6896
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Lijffijt, Jefrey,
Relator term editor.
9 (RLIN) 914552
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Valera, Isabel,
Relator term editor.
9 (RLIN) 914553
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783030676636
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783030676650
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture notes in computer science.
Name of part/section of a work Lecture notes in artificial intelligence.
9 (RLIN) 14916
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture notes in computer science ;
Volume number/sequential designation 12459.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://link-springer-com.libraryproxy.ist.ac.at/10.1007/978-3-030-67664-3">https://link-springer-com.libraryproxy.ist.ac.at/10.1007/978-3-030-67664-3</a>
938 ## -
-- ProQuest Ebook Central
-- EBLB
-- EBL6508435
994 ## -
-- 92
-- ATIST
Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Home library Current library Date acquired Total Checkouts Date last seen Price effective from Koha item type
  Not Lost     Ebook LNCS e-Library e-Library 02/08/2022   02/08/2022 02/08/2022 eBook

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