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Challenges in anomaly and change point detection

Olteanu, Madalina; Rossi, Fabrice; Yger, Florian (2022), Challenges in anomaly and change point detection, 30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2022), 2022-10, Bruges, Belgium

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Type
Communication / Conférence
Date
2022
Conference title
30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2022)
Conference date
2022-10
Conference city
Bruges
Conference country
Belgium
Pages
10
Metadata
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Author(s)
Olteanu, Madalina
CEntre de REcherches en MAthématiques de la DEcision [CEREMADE]
Rossi, Fabrice
CEntre de REcherches en MAthématiques de la DEcision [CEREMADE]
Yger, Florian cc
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Abstract (EN)
This paper presents an introduction to the state-of-the-art in anomaly and change-point detection. On the one hand, the main concepts needed to understand the vast scientific literature on those subjects are introduced. On the other, a selection of important surveys and books, as well as two selected active research topics in the field, are presented.