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

Xintao Wu, Myra Spiliopoulou, Can WANG, Vipin Kumar, Longbing Cao (Herausgeber)

Buch | Softcover

454 Seiten

2025
Springer Nature Switzerland AG (Verlag)
978-981-96-8182-2 (ISBN)

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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.

Erscheinungsdatum	13.06.2025
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	98 Illustrations, color; 11 Illustrations, black and white
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Schulbuch / Wörterbuch ► Unterrichtsvorbereitung ► Unterrichts-Handreichungen
	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Sozialwissenschaften ► Pädagogik
Schlagworte	Advanced Analytics • Big Data • Data Analysis • Data Mining • data mining applications • Data Science • Data science foundations • Decision-support Systems • Deep learning • Knowledge Discovery • Large Language Models • machine learning • privacy • security • Survey • Visualization
ISBN-10	981-96-8182-0 / 9819681820
ISBN-13	978-981-96-8182-2 / 9789819681822
Zustand	Neuware