Database Systems for Advanced Applications - 30th International Conference, DASFAA 2025, Singapore, Singapore, May 26-29, 2025, Proceedings, Part III

This six-volume set LNCS 15986-15991 constitutes the proceedings of the 30th International Conference on Database Systems for Advanced Applications, DASFAA 2025, held in Singapore, during May 26 29, 2025.
The 136 full papers presented in this book together with 89 short papers were carefully reviewed and selected from 731 submissions.They cover topics such as
Part I- Machine Learning and Text.
Part II- Emerging Application; NLP and Spatial-Temporal.
Part III- Graph; Knowledge Graph.
Part V- Recommendation and Security & Privacy.
Part VI- Language Model; Industry Papers and Demo Papers.

Sommario

.- Graph.
.- Scalable GNN Training via Parameter Freeze and Layer Detachment.
.- Dual-prompting based Event Anomaly Detection in Dynamic Graphs.
.- STM: A Spatio-Temporal Model for Dynamic Graph Fraud Detection.
.- ICFF-Net: Interlaced cross-attention feature fusion network for music genre classification.
.- Structure-aware Self-supervised Graph Representation Learning.
.- NodeNAS: Node-Specific Graph Neural Architecture Search for Out-of-Distribution Generalization.
.- Efficient Maximum ( , )-Quasi Biclique Computation on Bipartite Graphs.

Riassunto

This six-volume set LNCS 15986-15991 constitutes the proceedings of the 30th International Conference on Database Systems for Advanced Applications, DASFAA 2025, held in Singapore, during May 26–29, 2025.


The 136 full papers presented in this book together with 89 short papers were carefully reviewed and selected from 731 submissions.They cover topics such as


Part I-
 
Machine Learning and Text.


Part II-
 
Emerging Application; NLP and Spatial-Temporal.


Part III- Graph; Knowledge Graph.


Part V- Recommendation and Security & Privacy.


Part VI- Language Model; Industry Papers and Demo Papers.

Dettagli sul prodotto

• Con la collaborazione di: Wei Ding (Editore), Ee-Peng Lim (Editore), Akiyo Nadamoto (Editore), Akiyo Nadamoto et al (Editore), Philip S Yu (Editore), Kyuseok Shim (Editore), Philip S. Yu (Editore), Bingxue Zhang (Editore), Feida Zhu (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 08.01.2026
• EAN: 9789819539055
• ISBN: 978-981-9539-05-5
• Pagine: 484
• Illustrazioni: XXVI, 484 p. 130 illus.
• Serie: Lecture Notes in Computer Science
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; NLP, machine learning, Datenbanken, angewandte informatik, Informationstechnik (IT), allgemeine Themen, Security, Privacy, Netzwerk-Hardware, Wissensbasierte Systeme, Expertensysteme, Knowledge Graph, Computer and Information Systems Applications, Graph, Computer Communication Networks, Database Management System, Computing Milieux, Special Purpose and Application-Based Systems, Time Series, Recommendation, Language Model