國立高雄大學圖資館 |

Language: English

Back

Machine learning and knowledge discovery in databasesEuropean Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022 : proceedings.Part I /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Machine learning and knowledge discovery in databasesedited by Massih-Reza Amini ... [et al.].
Reminder of title:	European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022 : proceedings.
remainder title:	ECML PKDD 2022
other author:	Amini, Massih-Reza.
corporate name:
Published:	Cham :Springer International Publishing :2023.
Description:	xlvi, 729 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Machine learningCongresses.
Online resource:	https://doi.org/10.1007/978-3-031-26387-3
ISBN:	9783031263873$q(electronic bk.)

Machine learning and knowledge discovery in databasesEuropean Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022 : proceedings.Part I /
Machine learning and knowledge discovery in databasesEuropean Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022 : proceedings.Part I /[electronic resource] :ECML PKDD 2022edited by Massih-Reza Amini ... [et al.]. - Cham :Springer International Publishing :2023. - xlvi, 729 p. :ill., digital ;24 cm. - Lecture notes in computer science,137131611-3349 ;. - Lecture notes in computer science ;4891..

Clustering and dimensionality reduction -- anomaly detection -- interpretability and explainability -- ranking and recommender systems -- transfer and multitask learning.

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 slected 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.

ISBN: 9783031263873$q(electronic bk.)

Standard No.: 10.1007/978-3-031-26387-3doiSubjects--Topical Terms:

384498
Machine learning
--Congresses.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Machine learning and knowledge discovery in databasesEuropean Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022 : proceedings.Part I /
LDR:02773nmm a2200361 a 4500 001 642591
003 DE-He213
005 20230316155054.0
006 m d
007 cr nn 008maaau
008 231123s2023 sz s 0 eng d
020 $a 9783031263873$q(electronic bk.)
020 $a 9783031263866$q(paper)
024 7 $a 10.1007/978-3-031-26387-3 $2 doi
035 $a 978-3-031-26387-3
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .E19 2022
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Machine learning and knowledge discovery in databases $h [electronic resource] : $b European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022 : proceedings. $n Part I / $c edited by Massih-Reza Amini ... [et al.].
246 3 $a ECML PKDD 2022
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2023.
300 $a xlvi, 729 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 13713
490 1 $a Lecture notes in artificial intelligence
505 0 $a Clustering and dimensionality reduction -- anomaly detection -- interpretability and explainability -- ranking and recommender systems -- transfer and multitask learning.
520 $a 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 slected 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 0 $a Machine learning $v Congresses. $3 384498
650 0 $a Data mining $v Congresses. $3 380776
650 0 $a Databases $v Congresses. $3 384615
650 1 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Computing Milieux. $3 275270
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 913134
650 2 4 $a Mathematics of Computing. $3 273710
650 2 4 $a Theory of Computation. $3 274475
700 1 $a Amini, Massih-Reza. $3 724712
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
830 0 $a Lecture notes in artificial intelligence. $3 822012
856 4 0 $u https://doi.org/10.1007/978-3-031-26387-3
950 $a Computer Science (SpringerNature-11645)