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Iyad Assaad Nekka

Observed names: Assaad Nekka, Iyad, Iyad Assaad NEKKA, Nekka, Iyad Assaad, Nekka, Iyad, Assaad
ORCID: 0009-0000-8023-5392
Observed ORCID: 0009-0000-8023-5392
OpenAlex ID: A5135357618
Amortised Post-Hoc Explanation with Exact Preservation for Dynamic Graph Anomaly Detectors
2026 · Nekka, Iyad Assaad, Seba, Hamida, et al. · arXiv (Cornell University) · 1
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Dual Spatial-Temporal Attribution: Architecture-Aligned Post-Hoc Explainability for Recurrent Graph Anomaly Detection
2026 · Nekka, Iyad Assaad, Seba, Hamida, et al. · arXiv (Cornell University) · 1
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Post-Hoc Explainability for Contrastive Graph Anomaly Detection via Gradient Attention Maps
2026 · Iyad Assaad NEKKA, Hamida Seba, et al. · Research Square
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Early Wildfire Detection via AI-Driven Anomaly Detection in Environmental Graph Streams: A Research Vision
2026 · Nekka, Iyad Assaad, Barbato, Michele, et al. · Zenodo (CERN European Organization for Nuclear Research)
Dual Spatial-Temporal Shapley Attribution for Explainable Anomaly Detection in Dynamic Social Graphs
2026 · Iyad Assaad NEKKA, Hamida seba, et al. · Research Square
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Deep Learning for Anomaly Detection in Dynamic Graphs: A Verified Taxonomy, Survey, and Unified Benchmark
2026 · Nekka, Iyad, Assaad, Seba, Hamida, et al. · HAL
Zero-Degradation Post-Hoc Explanations with Identity Pass-Through for Recurrent Graph Anomaly Detection
2026 · Nekka, Iyad, Assaad, Seba, Hamida, et al. · HAL
Early Wildfire Detection via AI-Driven Anomaly Detection in Environmental Graph Streams: A Research Vision
2026 · Assaad Nekka, Iyad, Barbato, Michele, et al. · HAL
Exact Deviation Attribution and Amortised Event Explanation for Semi-Supervised Anomaly Detection on Dynamic Graphs
2026 · Nekka, Iyad, Assaad, Seba, Hamida, et al. · HAL
Online Presentation : AIMS2026 International Conference, LACL lab, UPEC, Paris, France
2026 · Assaad Nekka, Iyad · HAL
Post-Hoc Explainability for Contrastive Graph Anomaly Detection via Gradient Attention Maps
2026 · Nekka, Iyad Assaad, SEBA, Hamida, et al. · Zenodo (CERN European Organization for Nuclear Research)
Explainability in Dynamic Graph Anomaly Detection: X-TADDY
2026 · Nekka, Iyad Assaad, Seba, Hamida, et al.
Deep Learning for Anomaly Detection in Dynamic Graphs: A Verified Taxonomy, Survey, and Unified Benchmark
2026 · Iyad Assaad NEKKA, Hamida Seba, et al. · SSRN Electronic Journal
Dual Spatial-Temporal Shapley Attribution for Explainable Anomaly Detection in Dynamic Social Graphs
2026 · Iyad Assaad Nekka, Hamida Seba, et al. · SSRN Electronic Journal
PDF
Zero-Degradation Post-Hoc Explanations with Identity Pass-Through for Recurrent Graph Anomaly Detection
2026 · Iyad Assaad NEKKA, Hamida Seba, et al. · SSRN Electronic Journal
Exact Deviation Attribution and Amortised Event Explanation for Semi-Supervised Anomaly Detection on Dynamic Graphs
2026 · Iyad Assaad Nekka, Hamida Seba, et al. · SSRN Electronic Journal
EVIDENT: An Ante-Hoc Evidence Bottleneck for Intrinsically Explainable Anomaly Detection in Dynamic Graphs
2026 · Iyad Assaad Nekka, Hamida Seba, et al. · SSRN Electronic Journal
Early Wildfire Detection via AI-Driven Anomaly Detection in Environmental Graph Streams: A Research Vision
2026 · Iyad Assaad Nekka, Michele Barbato, et al. · SSRN Electronic Journal
Unblackboxing the Foundational GCN-GRU Detector: Topology, Short-Term Patterns, and Long-Term History
2026 · Iyad Assaad Nekka, Hamida Seba, et al. · SSRN Electronic Journal
Rain-Gated Retractable-Roof Control in Semi-Arid Greenhouses: Why Threshold Rules Fail and What Predictive Aperture Control Buys
2026 · Iyad Assaad Nekka, Mouad Laggoune · SSRN Electronic Journal
Counting Is Not Detecting: Resolution, Cadence and Decision Error in Automated Sticky-Trap Insect Monitoring
2026 · Iyad Assaad Nekka, Mohamed Rida Abdessemed, et al. · SSRN Electronic Journal
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Works count: 21
Citation count: 2
H-index: 1
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