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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Mariam Barry

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Book Open access Aug 2026

DyGADBench: A Comprehensive Benchmark for Anomaly Detection in Dynamic Graphs

An extensive empirical study of state-of-the-art DGAD models is conducted, revealing that detection difficulty increases consistently with anomaly complexity, from simple localized irregularities to coordinated and temporally persistent structures.

Mohamed Nazim Mezhoudi, Guillaume Lachaud, Yan-Lei Diao et al. · 0 citations
Book Open access Aug 2026

DyGADBench: A Comprehensive Benchmark for Anomaly Detection in Dynamic Graphs

Dynamic graph anomaly detection (DGAD) is critical for a wide range of applications where abnormal events are rare, evolving, and tightly coupled with temporal context. Despite rapid progress in modeling dynamic graphs, the evaluation of DGAD methods remains fragmented, leaving the strengths, limitations, and trade-off...

Mohamed Nazim Mezhoudi, Guillaume Lachaud, Yanlei Diao et al. · 0 citations

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