Segmentation of voiced newborns' cry sounds using wavelet packet based features. - Lina Abou-Abbas; Hesam Fersai Alaei; Chakib Tadj (CCECE, 2015)

Automatic detection of the expiratory and inspiratory phases in newborn cry signals. - Lina Abou-Abbas; Hesam Fersaie Alaie; Chakib Tadj (Biomed. Signal Process. Control., 2015)

Cry-based infant pathology classification using GMMs. - Hesam Farsaie Alaie; Lina Abou-Abbas; Chakib Tadj (Speech Commun., 2016)

Focal and Generalized Seizures Distinction by Rebalancing Class Data and Random Forest Classification. - Lina Abou-Abbas; Imene Jemal; Khadidja Henni; Amar Mitiche; Neila Mezghani (BIOMESIP, 2021)

Event Related Potential Analysis Using Machine Learning to Predict Diagnostic Outcome of Autism Spectrum Disorder. - Lina Abou-Abbas; Stefon J. R. van Noordt; Mayada Elsabbagh (BIOMESIP, 2021)

An Effective Deep Neural Network Architecture for Cross-Subject Epileptic Seizure Detection in EEG Data. - Imene Jemal; Amar Mitiche; Lina Abou-Abbas; Khadidja Henni; Neila Mezghani (CECNet, 2021)

An Interpretable Deep Learning Classifier for Epileptic Seizure Prediction Using EEG Data. - Imene Jemal; Neila Mezghani; Lina Abou-Abbas; Amar Mitiche (IEEE Access, 2022)

Analyzing US Airline Customer Sentiment on Twitter using Multinomial Logistic Regression and Feature Reduction. - Lina Abou-Abbas; Khadidja Henni; Imene Jemal; Neila Mezghani (CiSt, 2023)

Patient-independent epileptic seizure detection by stable feature selection. - Lina Abou-Abbas; Khadidja Henni; Imene Jemal; Amar Mitiche; Neila Mezghani (Expert Syst. Appl., 2023)

Imbalance-aware Machine Learning for Epileptic Seizure Detection. - Khadidja Henni; Lina Abou-Abbas; Imene Jemal; Amar Mitiche; Neila Mezghani (ISIVC, 2024)

Domain adaptation for EEG-based, cross-subject epileptic seizure prediction. - Imene Jemal; Lina Abou-Abbas; Khadidja Henni; Amar Mitiche; Neila Mezghani (Frontiers Neuroinformatics, 2024)

Generative AI with WGAN-GP for boosting seizure detection accuracy. - Lina Abou-Abbas; Khadidja Henni; Imene Jemal; Neila Mezghani (Frontiers Artif. Intell., 2024)

An Effective Deep Neural Network Architecture for EEG-Based Recognition of Emotions. - Khadidja Henni; Neila Mezghani; Amar Mitiche; Lina Abou-Abbas; Amel Benazza-Benyahia (IEEE Access, 2025)