A Supervised Decision Rule for Multiclass Problems Minimizing a Loss Function. - Nisrine Jrad; Edith Grall-Maës; Pierre Beauseroy (ICMLA, 2008)

Supervised learning rule selection for multiclass decision with performance constraints. - Nisrine Jrad; Edith Grall-Maës; Pierre Beauseroy (ICPR, 2008)

Gaussian Mixture Models for multiclass problems with performance constraints. - Nisrine Jrad; Edith Grall-Maës; Pierre Beauseroy (ESANN, 2009)

Common SpatioTemporal Pattern Analysis. - Ronald Phlypo; Nisrine Jrad; Bertrand Rivet; Marco Congedo (LVA/ICA, 2010)

A non-orthogonal SVD-based decomposition for phase invariant error-related potential estimation. - Ronald Phlypo; Nisrine Jrad; Sandra Rousseau; Marco Congedo (EMBC, 2011)

Identification of sparse spatio-temporal features in Evoked Response Potentials. - Nisrine Jrad; Marco Congedo (ESANN, 2011)

SVM feature selection for multidimensional EEG data. - Nisrine Jrad; Ronald Phlypo; Marco Congedo (ICASSP, 2011)

Identification of spatial and temporal features of EEG. - Nisrine Jrad; Marco Congedo (Neurocomputing, 2012)

Mixed-Norm Regularization for Brain Decoding. - Rémi Flamary; Nisrine Jrad; Ronald Phlypo; Marco Congedo; Alain Rakotomamonjy (Comput. Math. Methods Medicine, 2014)

Classification of high frequency oscillations in epileptic intracerebral EEG. - Nisrine Jrad; Amar Kachenoura; Isabelle Merlet; Anca Nica; Christian G. Bénar; Fabrice Wendling (EMBC, 2015)

A Page-Hinkley based method for HFOs detection in epileptic depth-EEG. - Nisrine Jrad; Amar Kachenoura; Anca Nica; Isabelle Merlet; Fabrice Wendling (EUSIPCO, 2017)

Automatic Detector of Abnormal EEG for Preterm Infants. - Nisrine Jrad; Daniel Schang; Pierre Chauvet; Sylvie Nguyen The Tich; Bassam Daya; Marc Gibaud (HealthyIoT, 2017)

Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals. - Nisrine Jrad; Amar Kachenoura; Isabelle Merlet; Fabrice Bartolomei; Anca Nica; Arnaud Biraben; Fabrice Wendling (IEEE Trans. Biomed. Eng., 2017)

A New Approach to Sample Entropy of Multi-channel Signals: Application to EEG Signals. - Mohamad El Sayed Hussein Jomaa; Patrick Van Bogaert; Nisrine Jrad; Marcelo Alejandro Colominas; Anne Humeau-Heurtier (EUSIPCO, 2018)

Time-Varying Time-Frequency Complexity Measures for Epileptic EEG Data Analysis. - Marcelo Alejandro Colominas; Mohamad El Sayed Hussein Jomaa; Nisrine Jrad; Anne Humeau-Heurtier; Patrick Van Bogaert (IEEE Trans. Biomed. Eng., 2018)

A New Mutual Information Measure to Estimate Functional Connectivity: Preliminary Study. - Mohamad El Sayed Hussein Jomaa; Marcelo Alejandro Colominas; Nisrine Jrad; Patrick Van Bogaert; Anne Humeau-Heurtier (EMBC, 2019)

Multivariate improved weighted multiscale permutation entropy and its application on EEG data. - Mohamad El Sayed Hussein Jomaa; Patrick Van Bogaert; Nisrine Jrad; Navah Ester Kadish; Natia Japaridze; Michael Siniatchkin; Marcelo Alejandro Colominas; Anne Humeau-Heurtier (Biomed. Signal Process. Control., 2019)

Multichannel Time-Frequency Complexity Measures for the Analysis of Age-Related Changes in Neuromagnetic Resting-State Activity. - Marcelo Alejandro Colominas; Vincent Wens; Alison Mary; Nicolas Coquelet; Mohamad El Sayed Hussein Jomaa; Nisrine Jrad; Anne Humeau-Heurtier; Patrick Van Bogaert (IEEE J. Biomed. Health Informatics, 2019)

Gene expression RNA-sequencing survival analysis of high-grade serous ovarian carcinoma: a comparative study. - Elena Spirina Menand; Nisrine Jrad; Jean-Marie Marion; Alain Morel; Pierre Chauvet (BIBM, 2021)

1D vs 2D convolutional neural networks for scalp high frequency oscillations identification. - Gaëlle Milon-Harnois; Nisrine Jrad; Daniel Schang; Patrick Van Bogaert; Pierre Chauvet (ESANN, 2022)

Deep Learning for scalp High Frequency Oscillations Identification. - Gaëlle Milon-Harnois; Nisrine Jrad; Daniel Schang; Patrick Van Bogaert; Pierre Chauvet (EUSIPCO, 2022)

Cross-Site Generalization for Imbalanced Epileptic Classification. - Tala Abdallah; Nisrine Jrad; Fahed Abdallah; Anne Humeau-Heurtier; Patrick Van Bogaert (ICASSP, 2023)

A self-attention model for cross-subject seizure detection. - Tala Abdallah; Nisrine Jrad; Fahed Abdallah; Anne Humeau-Heurtier; Patrick Van Bogaert (Comput. Biol. Medicine, 2023)

Cross-Site Generalization Using Attention Layer for Epileptic Seizure Detection. - Tala Abdallah; Nisrine Jrad; Fahed Abdallah; Anne Humeau-Heurtier; Eliane El-Howayek; Patrick Van Bogaert (EUSIPCO, 2024)

A Novel Unsupervised Approach for Accurate Epileptic Seizure Detection. - Tala Abdallah; Nisrine Jrad; Sally El Hajjar; Fahed Abdallah; Anne Humeau-Heurtier; Patrick Van Bogaert (EUSIPCO, 2024)

Multi-View Graph Neural Network for Semantic Image Segmentation. - Elie Karam; Nisrine Jrad; Patty Coupeau; Jean-Baptiste Fasquel; Fahed Abdallah (IPTA, 2024)

Deep Clustering for Epileptic Seizure Detection. - Tala Abdallah; Nisrine Jrad; Sally El Hajjar; Fahed Abdallah; Anne Humeau-Heurtier; Eliane El-Howayek; Patrick Van Bogaert (IEEE Trans. Biomed. Eng., 2025)