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000 -LEADER |
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03093nam a2200457Ia 4500 |
000 - LEADER |
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03728nam a22004815i 4500 |
001 - CONTROL NUMBER |
control field |
978-3-031-26422-1 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
DE-He213 |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20240319120844.0 |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr nn 008mamaa |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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230317s2023 sz | s |||| 0|eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9783031264221 |
-- |
978-3-031-26422-1 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
6.3 |
245 ## - TITLE STATEMENT |
Title |
Machine Learning and Knowledge Discovery in Databases |
Statement of responsibility, etc. |
edited by Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas. |
Medium |
[electronic resource] : |
250 ## - EDITION STATEMENT |
Edition statement |
1st ed. 2023. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. |
Place of publication, distribution, etc. |
Cham |
Name of publisher, distributor, etc. |
Springer Nature Switzerland |
Date of publication, distribution, etc. |
2023 |
300 ## - PHYSICAL DESCRIPTION |
Extent |
XLVIII, 669 p. 205 illus., 191 illus. in color. |
Other physical details |
online resource. |
520 ## - SUMMARY, ETC. |
Summary, etc. |
The multi-volume set LNAI 13713 until 13718 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2022, which took place in Grenoble, France, in September 2022. The 236 full papers presented in these proceedings were carefully reviewed and selected from a total of 1060 submissions. In addition, the proceedings include 17 Demo Track contributions. The volumes are organized in topical sections as follows: Part I: Clustering and dimensionality reduction; anomaly detection; interpretability and explainability; ranking and recommender systems; transfer and multitask learning; Part II: Networks and graphs; knowledge graphs; social network analysis; graph neural networks; natural language processing and text mining; conversational systems; Part III: Deep learning; robust and adversarial machine learning; generative models; computer vision; meta-learning, neural architecture search; Part IV: Reinforcement learning; multi-agent reinforcement learning; bandits and online learning; active and semi-supervised learning; private and federated learning; . Part V: Supervised learning; probabilistic inference; optimal transport; optimization; quantum, hardware; sustainability; Part VI: Time series; financial machine learning; applications; applications: transportation; demo track. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Artificial intelligence. |
9 (RLIN) |
30678 |
|
Topical term or geographic name entry element |
Artificial Intelligence. |
9 (RLIN) |
30679 |
|
Topical term or geographic name entry element |
Computer Application in Social and Behavioral Sciences. |
9 (RLIN) |
30680 |
|
Topical term or geographic name entry element |
Computer Engineering and Networks. |
9 (RLIN) |
30681 |
|
Topical term or geographic name entry element |
Computer engineering. |
9 (RLIN) |
30682 |
|
Topical term or geographic name entry element |
Computer Imaging, Vision, Pattern Recognition and Graphics. |
9 (RLIN) |
30683 |
|
Topical term or geographic name entry element |
Computer networks . |
9 (RLIN) |
30684 |
|
Topical term or geographic name entry element |
Computer vision. |
9 (RLIN) |
30685 |
|
Topical term or geographic name entry element |
Computers. |
9 (RLIN) |
30686 |
|
Topical term or geographic name entry element |
Computing Milieux. |
9 (RLIN) |
30687 |
|
Topical term or geographic name entry element |
Image processing |
9 (RLIN) |
30688 |
|
Topical term or geographic name entry element |
Social sciences |
9 (RLIN) |
30689 |
|
Topical term or geographic name entry element |
Software engineering. |
9 (RLIN) |
30690 |
|
Topical term or geographic name entry element |
Software Engineering. |
9 (RLIN) |
30691 |
700 ## - ADDED ENTRY--PERSONAL NAME |
Personal name |
Amini, Massih-Reza. |
9 (RLIN) |
30692 |
|
Personal name |
Canu, Stéphane. |
9 (RLIN) |
30693 |
|
Personal name |
Fischer, Asja. |
9 (RLIN) |
30694 |
|
Personal name |
Guns, Tias. |
9 (RLIN) |
30695 |
|
Personal name |
Kralj Novak, Petra. |
9 (RLIN) |
30696 |
|
Personal name |
Tsoumakas, Grigorios. |
9 (RLIN) |
30697 |
856 ## - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-3-031-26422-1">https://doi.org/10.1007/978-3-031-26422-1</a> |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Koha item type |
e-Book |
Source of classification or shelving scheme |
Dewey Decimal Classification |