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Machine Learning (1SN)

Slides de cours - Détection d'anomalies

Slides de cours - Régression logistique

Slides de cours - Réseaux de neurones

Slides de cours - Réseaux convolutionnels

Slides de cours - Réseaux de neurones récurrents

Notes de cours

Exams (1SN)

Article : Z.-M. wang, G.-H. Song and C. Gao, ''An Isolation-Based Distributed Outlier Detection Framework Using Nearest Neighbor Ensembles for Wireless Sensir Networks, " IEEE Access, vol. 7, Jul. 2019.

Article : G. Bilgin,S. Erturk and T. Yildirim, ''Segmentation of Hyperspectral mages via Subtractive Clustering and Cluster Validation Using One-Class Support Vector Machines, " IEEE Trans. Geosci. Remote Sens., vol. 49, no. 8, Aug. 2011.

Article : S. Li, K. Zhang, P. Duan and X. Kang, ''Hyperspectral Anomaly Detection With Kernel Isolation Forest," IEEE Trans. Geosci. Remote Sens., vol. 58, no. 1, Jan. 2020.