Machine Learning and Knowledge Discovery in Databases : (Record no. 200467735)

MARC details
000 -LEADER
fixed length control field 04741nam a22006735i 4500
001 - CONTROL NUMBER
control field 200467735
003 - CONTROL NUMBER IDENTIFIER
control field TR-AnTOB
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260327140750.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m o d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cnu||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 210224s2021 sz | o |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3030676641
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-030-67664-3
Source of number or code doi
035 ## - SYSTEM CONTROL NUMBER
System control number (CKB)4100000011781544
System control number (MiAaPQ)EBC6508435
System control number (Au-PeEL)EBL6508435
System control number (OCoLC)1241066181
System control number (PPN)25385847X
System control number (DE-He213)978-3-030-67664-3
System control number (EXLCZ)994100000011781544
040 ## - CATALOGING SOURCE
Original cataloging agency MiAaPQ
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency MiAaPQ
Modifying agency MiAaPQ
041 0# - LANGUAGE CODE
Language code of text/sound track or separate title İngilizce
050 14 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.5
Item number .M334 2021
072 #7 - SUBJECT CATEGORY CODE
Subject category code UNF
Source bicssc
Subject category code UYQE
Source bicssc
Subject category code COM021030
Source bisacsh
Subject category code UNF
Source thema
Subject category code UYQE
Source thema
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) Q325.5
Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) .M334 2021ebk
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, Part III /
Statement of responsibility, etc. edited by Frank Hutter, Kristian Kersting, Jefrey Lijffijt, Isabel Valera.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2021.
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 2021.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (783 pages).
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 0# - SERIES STATEMENT
Series statement Lecture Notes in Artificial Intelligence,
International Standard Serial Number 2945-9141 ;
Volume/sequential designation 12459
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.
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. .
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining.
9 (RLIN) 6146
Topical term or geographic name entry element Data structures (Computer science)
9 (RLIN) 1407
Topical term or geographic name entry element Information theory.
9 (RLIN) 579
Topical term or geographic name entry element Artificial intelligence.
Topical term or geographic name entry element Numerical analysis.
9 (RLIN) 324
Topical term or geographic name entry element Social sciences
General subdivision Data processing.
Topical term or geographic name entry element Data Mining and Knowledge Discovery.
Topical term or geographic name entry element Data Structures and Information Theory.
Topical term or geographic name entry element Artificial Intelligence.
Topical term or geographic name entry element Numerical Analysis.
9 (RLIN) 324
Topical term or geographic name entry element Computer Application in Social and Behavioral Sciences.
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books
Source of term local
9 (RLIN) 2032
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Hutter, Frank,
Relator term editor
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
International Standard Book Number 3-030-67663-3
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture Notes in Artificial Intelligence,
International Standard Serial Number 2945-9141 ;
Volume/sequential designation 12459
856 40 - ELECTRONIC LOCATION AND ACCESS
Materials specified Springerlink
Uniform Resource Identifier <a href="https://link.springer.com/book/10.1007/978-3-030-67664-3">https://link.springer.com/book/10.1007/978-3-030-67664-3</a>
Public note Online access link to the resource
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 Cost, normal purchase price Inventory number Full call number Barcode Date last seen Cost, replacement price Date shelved Koha item type
    Library of Congress Classification Geçerli değil-e-Kitap / Not applicable-e-Book E-Kitap Koleksiyonu Merkez Kütüphane Merkez Kütüphane 22/07/2025   0.00 BİL Q325.5 .M334 2021EBK EBK03951 22/07/2025 0.00 22/07/2025 E-Book
Devinim Yazılım Eğitim Danışmanlık tarafından Koha'nın orjinal sürümü uyarlanarak geliştirilip kurulmuştur.