Advances in Knowledge Discovery and Data Mining: 29th Pacific-Asia Conference on Knowledge Discovery and...

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Xintao Wu Myra Spiliopoulou

Advances in Knowledge Discovery and Data Mining

29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW,...

Xintao Wu, Myra Spiliopoulou, Can Wang , Vipin Kumar

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English

Springer Nature Switzerland AG
18 June 2025

Network hardware; Maths for computer scientists; Artificial intelligence; Signal processing

Series: Lecture Notes in Artificial Intelligence

Summary
Details

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.

Edited by: Xintao Wu, Myra Spiliopoulou, Can Wang, Vipin Kumar, Longbing Cao
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Volume: 15871
Dimensions: Height: 235mm, Width: 155mm,
ISBN: 9789819681723
ISBN 10: 9819681723
Series: Lecture Notes in Artificial Intelligence
Pages: 497
Publication Date: 18 June 2025
Audience: Professional and scholarly , College/higher education , Undergraduate , Further / Higher Education
Format: Paperback
Publisher's Status: Active