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De handschutter Pierre

Université de Mons - UMONS > Recherche > Service ERC Unit - Matrix Theory and Optimization

Université de Mons - UMONS > Faculté Polytechnique > Service de Mathématique et Recherche opérationnelle


Main Referenced Co-authors
Gillis, Nicolas  (4)
Benjelloun, Mohammed  (2)
Boukhebouze, Mohamed (2)
El Tahry, Riem (2)
Siebert, Xavier  (2)
Main Referenced Unit & Research Centers
CRTI - Centre de Recherche en Technologie de l'Information (2)
Main Referenced Disciplines
Computer science (6)
Mathematics (5)
Electrical & electronics engineering (2)

Publications (total 7)

The most downloaded
24 downloads
De Handschutter, P., Gillis, N., & Siebert, X. (10 August 2021). Deep Matrix Factorizations. Computer Science Review, 42. https://hdl.handle.net/20.500.12907/42416
The most cited
15 citations (Scopus®)
Vanabelle, P., De Handschutter, P., El Tahry, R., Benjelloun, M., & Boukhebouze, M. (28 May 2020). Epileptic seizure detection using EEG signals and extreme gradient boosting. Journal of Biomedical Research, 34 (3), 226-237. doi:10.7555/JBR.33.20190016 https://hdl.handle.net/20.500.12907/29805

De handschutter, P., & Gillis, N. (2023). A consistent and flexible framework for deep matrix factorizations. Pattern Recognition, 109102. doi:10.1016/j.patcog.2022.109102
Peer Reviewed verified by ORBi

De Handschutter, P., Gillis, N., & Siebert, X. (10 August 2021). Deep Matrix Factorizations. Computer Science Review, 42.
Peer Reviewed verified by ORBi

De Handschutter, P., & Gillis, N. (2021). Deep orthogonal matrix factorization as a hierarchical clustering technique. European Signal Processing Conference. doi:10.23919/EUSIPCO54536.2021.9615998
Peer reviewed

Briganti, G., & De Handschutter, P. (2020). Pensons l'université post-Covid en décloisonnant les cursus. La Libre Belgique.

Vanabelle, P., De Handschutter, P., El Tahry, R., Benjelloun, M., & Boukhebouze, M. (28 May 2020). Epileptic seizure detection using EEG signals and extreme gradient boosting. Journal of Biomedical Research, 34 (3), 226-237. doi:10.7555/JBR.33.20190016
Peer Reviewed verified by ORBi

De Handschutter, P., Gillis, N., Vandaele, A., & Siebert, X. (01 March 2020). Near-Convex Archetypal Analysis. IEEE Signal Processing Letters, 27 (1), 81-85.
Peer Reviewed verified by ORBi

Vanabelle, P., De Handschutter, P., El Tahry, R., Benjelloun, M., & Boukhebouze, M. (22 November 2019). Towards interpretable automated seizure detection through Fast Gradient Boosting applied on EEG signals. Paper presented at Grascomp Doctoral Day (GDD'19), UNamur, Belgium.

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