Lina Abou-Abbas

13 papers Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Effective Deep Neural Network Architecture for EEG-Based Recognition of Emotions.
IEEE Access
Khadidja Henni, Neila Mezghani, Amar Mitiche, Lina Abou-Abbas, Amel Benazza-Benyahia
2024 J jnl
Domain adaptation for EEG-based, cross-subject epileptic seizure prediction.
Frontiers Neuroinformatics
Imene Jemal, Lina Abou-Abbas, Khadidja Henni, Amar Mitiche, Neila Mezghani
2024 J jnl
Generative AI with WGAN-GP for boosting seizure detection accuracy.
Frontiers Artif. Intell.
Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Neila Mezghani
2024 — conf
Imbalance-aware Machine Learning for Epileptic Seizure Detection.
ISIVC
Khadidja Henni, Lina Abou-Abbas, Imene Jemal, Amar Mitiche, Neila Mezghani
2023 — conf
Analyzing US Airline Customer Sentiment on Twitter using Multinomial Logistic Regression and Feature Reduction.
CiSt
Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Neila Mezghani
2023 J jnl
Patient-independent epileptic seizure detection by stable feature selection.
Expert Syst. Appl.
Lina Abou-Abbas, Khadidja Henni, Imene Jemal, Amar Mitiche, Neila Mezghani
2022 J jnl
An Interpretable Deep Learning Classifier for Epileptic Seizure Prediction Using EEG Data.
IEEE Access
Imene Jemal, Neila Mezghani, Lina Abou-Abbas, Amar Mitiche
2021 — conf
An Effective Deep Neural Network Architecture for Cross-Subject Epileptic Seizure Detection in EEG Data.
CECNet
Imene Jemal, Amar Mitiche, Lina Abou-Abbas, Khadidja Henni, Neila Mezghani
2021 — conf
Event Related Potential Analysis Using Machine Learning to Predict Diagnostic Outcome of Autism Spectrum Disorder.
BIOMESIP
Lina Abou-Abbas, Stefon J. R. van Noordt, Mayada Elsabbagh
2021 — conf
Focal and Generalized Seizures Distinction by Rebalancing Class Data and Random Forest Classification.
BIOMESIP
Lina Abou-Abbas, Imene Jemal, Khadidja Henni, Amar Mitiche, Neila Mezghani
2016 J jnl
Cry-based infant pathology classification using GMMs.
Speech Commun.
Hesam Farsaie Alaie, Lina Abou-Abbas, Chakib Tadj
2015 J jnl
Automatic detection of the expiratory and inspiratory phases in newborn cry signals.
Biomed. Signal Process. Control.
Lina Abou-Abbas, Hesam Fersaie Alaie, Chakib Tadj
2015 — conf
Segmentation of voiced newborns' cry sounds using wavelet packet based features.
CCECE
Lina Abou-Abbas, Hesam Fersai Alaei, Chakib Tadj