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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 I /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in knowledge discovery and data miningedited by Xintao Wu ... [et al.].
其他題名:	29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10-13, 2025 : proceedings.
其他題名:	PAKDD 2025
其他作者:	Wu, Xintao.
團體作者:
出版者:	Singapore :Springer Nature Singapore :2025.
面頁冊數:	xxx, 493 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Data miningCongresses.
電子資源:	https://doi.org/10.1007/978-981-96-8170-9
ISBN:	9789819681709$q(electronic bk.)

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 I /
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 I /[electronic resource] :PAKDD 2025edited by Xintao Wu ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xxx, 493 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,158701611-3349 ;. - Lecture notes in computer science ;4891..

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: 9789819681709$q(electronic bk.)

Standard No.: 10.1007/978-981-96-8170-9doiSubjects--Topical Terms:

380776
Data mining
--Congresses.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

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 I /
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