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

Advances in knowledge discovery and ...

Pacific-Asia Conference on Knowledge Discovery and Data Mining (2025 :)

Linked to FindBook

Google Book

Amazon

博客來

Advances in knowledge discovery and data mining = 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025 : proceedings.. Part II /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advances in knowledge discovery and data mining/ edited by Xintao Wu ... [et al.].
Reminder of title:	29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025 : proceedings.
remainder title:	PAKDD 2025
other author:	Wu, Xintao.
corporate name:	Pacific-Asia Conference on Knowledge Discovery and Data Mining
Published:	Singapore :Springer Nature Singapore : : 2025.,
Description:	xxx, 497 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Data mining - Congresses. -
Online resource:	https://doi.org/10.1007/978-981-96-8173-0
ISBN:	9789819681730

Advances in knowledge discovery and data mining = 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025 : proceedings.. Part II /
Advances in knowledge discovery and data mining29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025 : proceedings.Part II /[electronic resource] :PAKDD 2025edited by Xintao Wu ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xxx, 497 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,158711611-3349 ;. - Lecture notes in computer science ;15871..

The five-volume set, LNAI 158710 - 15874 constitutes the proceedings of the 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, held in Sydney, New South Wales, Australia, during June 10-13, 2025. The conference received a total of 557 submissions to the main track, 35 submissions to the survey track and 104 submittion to the special track on LLMs. Of these, 134 papers have been accepted for the main track, 10 for the survey track and 24 for the LLM track. 68 papers have been transferred to the4 DSFA special session. The papers have been organized in topical sections as follows: Part I: Anomaly Detection; Business Data Analysis; Clustering; Continual Learning; Contrastive Learning; Data Processing for Learning; Part II: Fairness and Interpretability; Federated Learning; Graph Mining and GNN; Learning on Scientific Data; Part III: Machine Learning; Multi-modality; OOD and Optimization; Recommender Systems; Representation Learning and Generative AI; Part IV: Security and Privacy; Temporal Learning; Survey; Part V: LLM Fine-tuning and Prompt Engineering; Fairness and Interpretability of LLMs; LLM Application; OOD and Optimization of LLMs.

ISBN: 9789819681730

Standard No.: 10.1007/978-981-96-8173-0doiSubjects--Topical Terms:

551626
Data mining
--Congresses.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Advances in knowledge discovery and data mining = 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025 : proceedings.. Part II /
LDR:02516nmm a2200361 a 4500 001 2413331
003 DE-He213
005 20250618124741.0
006 m d
007 cr nn 008maaau
008 260205s2025 si s 0 eng d
020 $a 9789819681730 $q (electronic bk.)
020 $a 9789819681723 $q (paper)
024 7 $a 10.1007/978-981-96-8173-0 $2 doi
035 $a 978-981-96-8173-0
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.D343
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.312 $2 23
090 $a QA76.9.D343 $b P117 2025
111 2 $a Pacific-Asia Conference on Knowledge Discovery and Data Mining $n (29th : $d 2025 : $c Sydney, N.S.W.) $3 3789318
245 1 0 $a Advances in knowledge discovery and data mining $h [electronic resource] : $b 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025 : proceedings. $n Part II / $c edited by Xintao Wu ... [et al.].
246 3 $a PAKDD 2025
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2025.
300 $a xxx, 497 p. : $b ill. (chiefly color), digital ; $c 24 cm.
338 $a online resource $b cr $2 rdacarrier
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 15871
490 1 $a Lecture notes in artificial intelligence
520 $a The five-volume set, LNAI 158710 - 15874 constitutes the proceedings of the 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, held in Sydney, New South Wales, Australia, during June 10-13, 2025. The conference received a total of 557 submissions to the main track, 35 submissions to the survey track and 104 submittion to the special track on LLMs. Of these, 134 papers have been accepted for the main track, 10 for the survey track and 24 for the LLM track. 68 papers have been transferred to the4 DSFA special session. The papers have been organized in topical sections as follows: Part I: Anomaly Detection; Business Data Analysis; Clustering; Continual Learning; Contrastive Learning; Data Processing for Learning; Part II: Fairness and Interpretability; Federated Learning; Graph Mining and GNN; Learning on Scientific Data; Part III: Machine Learning; Multi-modality; OOD and Optimization; Recommender Systems; Representation Learning and Generative AI; Part IV: Security and Privacy; Temporal Learning; Survey; Part V: LLM Fine-tuning and Prompt Engineering; Fairness and Interpretability of LLMs; LLM Application; OOD and Optimization of LLMs.
650 0 $a Data mining $v Congresses. $3 551626
650 1 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Design and Analysis of Algorithms. $3 3538532
650 2 4 $a Computers and Education. $3 892757
650 2 4 $a Mathematics of Computing. $3 891213
650 2 4 $a Signal, Speech and Image Processing. $3 3592727
650 2 4 $a Computer Communication Networks. $3 775497
700 1 $a Wu, Xintao. $3 3789305
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 15871. $3 3789319
830 0 $a Lecture notes in artificial intelligence. $3 3382562
856 4 0 $u https://doi.org/10.1007/978-981-96-8173-0
950 $a Computer Science (SpringerNature-11645)