2023

• 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
  • 74 A consistent and flexible framework for deep matrix factorizations.pdf

• De handschutter, P., Gillis, N., & Blekic, W. (2023). Deep Symmetric Matrix Factorization. "European Signal Processing Conference".
  • 31 Deep Symmetric Matrix Factorization.pdf

2021

• De Handschutter, P., Gillis, N., & Siebert, X. (10 August 2021). A Survey on Deep Matrix Factorizations. "Computer Science Review, 42".
  • 64 A survey on deep matrix factorizations.pdf

• 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
  • 23_Deep_orthogonal_matrix_factorization_as_a_hierarchical_clustering_technique_-_EUSIPCO_2021.pdf

2020

• 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
  • EpilepticseizuredetectionusingEEGsignalsandextremegradientboosting.pdf
• De Handschutter, P., Gillis, N., Vandaele, A., & Siebert, X. (01 March 2020). Near-Convex Archetypal Analysis. "IEEE Signal Processing Letters, 27" (1), 81-85.
  • 47_Near-Convex_Archetypal_Analysis.pdf

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

2019

• 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 presentation]. Grascomp Doctoral Day (GDD'19), UNamur, Belgium.
  • Epilepsy_detection.pdf
  • main.pdf