Database Systems for Advanced Applications (eBook, PDF)

30th International Conference, DASFAA 2025, Singapore, Singapore, May 26-29, 2025, Proceedings, Part III
Redaktion: Zhu, Feida; Zhang, Bingxue; Ding, Wei; Shim, Kyuseok; Lim, Ee-Peng; Nadamoto, Akiyo; Yu, Philip S.

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer Nature Singapore
• Seitenzahl: 509
• Erscheinungstermin: 1. Januar 2026
• Englisch
• ISBN-13: 9789819539062
• Artikelnr.: 76270624

Inhaltsangabe

.
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 (α, β)
Quasi Biclique Computation on Bipartite Graphs.