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 IV
Erscheinungsjahr 2025
ISBN: 978-981-968182-2
Verlag: Springer Nature Singapore

Buch, Englisch, 454 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 727 g

Reihe: Lecture Notes in Computer Science

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.

Zielgruppe

Research

Autoren/Hrsg.

Wu, Xintao

Spiliopoulou, Myra

Wang, Can

Wu, Zhangkai

Kumar, Vipin

Cao, Longbing

Wu, Yanqiu

Yao, Yu

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mathematik für Informatiker
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Sozialwissenschaften Pädagogik Lehrerausbildung, Unterricht & Didaktik E-Learning, Bildungstechnologie
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik
• Mathematik | Informatik EDV | Informatik Technische Informatik Netzwerk-Hardware
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Signalverarbeitung