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Véronne Yepmo

Anomaly explanation: A review
2021 · Véronne Yepmo, Grégory Smits, et al. · Data & Knowledge Engineering · 58
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Leveraging an Isolation Forest to Anomaly Detection and Data Clustering
2024 · Véronne Yepmo, Grégory Smits, et al. · Data & Knowledge Engineering · 57
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PANDA: Human-in-the-Loop Anomaly Detection and Explanation
2022 · Grégory Smits, Marie-Jeanne Lesot, et al. · Communications in computer and information science · 10
CADI: Contextual Anomaly Detection using an Isolation-Forest
2024 · Véronne Yepmo, Grégory Smits, et al. · ACM Symposium on Applied Computing · 7
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Machine Learning Performance vs Explanation Quality: Can We Have the Best of Both Worlds?
2026 · Véronne Yepmo, Julien Aligon, et al. · Lecture notes in computer science
myCADI: my Contextual Anomaly Detection using Isolation
2024 · Véronne Yepmo, Grégory Smits · ACM International Conference on Information and Knowledge Management (CIKM)
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Contribution to anomaly detection and explanation : a unified method based on isolation forest
2023 · Véronne Yepmo Tchaghe · theses.fr (ABES)
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Vers un partitionnement des données à partir d'une forêt d'isolation
2023 · Yepmo, Véronne, Smits, Grégory, et al. · HAL
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PANDA : Personnaliser les ANomalies Détectées par Apprentissage
2022 · Smits, Grégory, Lesot, Marie-Jeanne, et al. · HAL
Anomaly Explanation
2022 · Véronne Yepmo · International Joint Conference on Artificial Intelligence
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A Classification of Anomaly Explanation Methods
2021 · Véronne Yepmo Tchaghe, Grégory Smits, et al. · Communications in computer and information science
Works count: 11
Citation count: 132
H-index: 4
I10-index: 3
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