東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Machine learning and knowledge disco...

ECML PKDD (Conference) ((2022 :)

Linked to FindBook

Google Book

Amazon

博客來

Machine learning and knowledge discovery in databases = European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022 : proceedings.. Part V /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Machine learning and knowledge discovery in databases/ edited 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:	ECML PKDD (Conference)
Published:	Cham :Springer Nature Switzerland : : 2023.,
Description:	xlvi, 633 p. :ill., digital ;24 cm.
[NT 15003449]:	Supervised learning -- Probabilistic inference -- Optimal transport -- Optimization -- Quantum, hardware -- Sustainability.
Contained By:	Springer Nature eBook
Subject:	Machine learning - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-26419-1
ISBN:	9783031264191

Machine learning and knowledge discovery in databases = European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022 : proceedings.. Part V /
Machine learning and knowledge discovery in databasesEuropean Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022 : proceedings.Part V /[electronic resource] :ECML PKDD 2022edited by Massih-Reza Amini ... [et al.]. - Cham :Springer Nature Switzerland :2023. - xlvi, 633 p. :ill., digital ;24 cm. - Lecture notes in computer science,137171611-3349 ;. - Lecture notes in computer science ;13717..

Supervised learning -- Probabilistic inference -- Optimal transport -- Optimization -- Quantum, hardware -- Sustainability.

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.

ISBN: 9783031264191

Standard No.: 10.1007/978-3-031-26419-1doiSubjects--Topical Terms:

576368
Machine learning
--Congresses.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Machine learning and knowledge discovery in databases = European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022 : proceedings.. Part V /
LDR:02727nmm a2200361 a 4500 001 2317066
003 DE-He213
005 20230316160237.0
006 m d
007 cr nn 008maaau
008 230902s2023 sz s 0 eng d
020 $a 9783031264191 $q (electronic bk.)
020 $a 9783031264184 $q (paper)
024 7 $a 10.1007/978-3-031-26419-1 $2 doi
035 $a 978-3-031-26419-1
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 $a ECML PKDD (Conference) $d (2022 : $c Grenoble, France : Online) $3 3630816
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 V / $c edited by Massih-Reza Amini ... [et al.].
246 3 $a ECML PKDD 2022
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2023.
300 $a xlvi, 633 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 13717
490 1 $a Lecture notes in artificial intelligence
505 0 $a Supervised learning -- Probabilistic inference -- Optimal transport -- Optimization -- Quantum, hardware -- Sustainability.
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 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 0 $a Machine learning $x Congresses. $3 576368
650 0 $a Data mining $v Congresses. $3 551626
650 0 $a Databases $v Congresses. $3 893097
650 1 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Mathematics of Computing. $3 891213
650 2 4 $a Computing Milieux. $3 893243
650 2 4 $a Computer Engineering and Networks. $3 3538504
650 2 4 $a Computer and Information Systems Applications. $3 3538505
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 890871
700 1 $a Amini, Massih-Reza. $3 2153117
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 13717. $3 3630820
830 0 $a Lecture notes in artificial intelligence. $3 3382562
856 4 0 $u https://doi.org/10.1007/978-3-031-26419-1
950 $a Computer Science (SpringerNature-11645)