| 2024 | ISPR | The Effect of a Weighted Mean Pooling on the Performance of Convolution Neural Network. | Inas Shadoul, Abdulnasir Hossen, Mostefa Mesbah, Rami Al-Hmouz |
| 2022 | FNC | Automated Machine Learning based Elderly Fall Detection Classification. | Firdous Kausar, Medhat Awadalla, Mostefa Mesbah, Taif AlBadi |
| 2022 | FRUCT | Ground Level Mobile Signal Prediction Using Higher Altitude UAV Measurements and ANN. | Ibtihal Al Saadi, Naser Tarhuni, Mostefa Mesbah |
| 2018 | ICONIP | EEG Sparse Representation Based Alertness States Identification Using Gini Index. | Muna Tageldin, Talal Al-Mashaikki, Hamza Bali, Mostefa Mesbah |
| 2015 | ICONIP | Motor Imagery Task Classification Using a Signal-Dependent Orthogonal Transform Based Feature Extraction. | Mostefa Mesbah, Aida Khorshidtalab, Hamza Baali, Ahmed Al-Ani |
| 2013 | ICONIP | Fuzzy Logic-Based Automatic Alertness State Classification Using Multi-channel EEG Data. | Ahmed Al-Ani, Mostefa Mesbah, Bram Van Dun, Harvey Dillon |
| 2006 | ICASSP | Time-Frequency Distribution Moments of Heart Rate Variability for Neonatal Seizure Detection. | M. Balakrishnan Malarvili, Mostefa Mesbah, Boualem Boashash |
| 2004 | ICASSP | EEG spike detection using time-frequency signal analysis. | Hamid Hassanpour, Mostefa Mesbah, Boualem Boashash |
| 2004 | ICASSP | Detection of newborns' EEG seizure using time-frequency divergence measures. | Pega Zarjam, Ghasem Azemi, Mostefa Mesbah, Boualem Boashash |
| 2003 | ICASSP | Comparative performance of time-frequency based newborn EEG seizure detection using spike signatures. | Hamid Hassanpour, Mostefa Mesbah, Boualem Boashash |
| 2003 | ICASSP | Detection of newborn EEG seizure using optimal features based on discrete wavelet transform. | Pega Zarjam, Mostefa Mesbah, Boualem Boashash |
| 2003 | ISCAS | Enhanced time-frequency features for neonatal EEG seizure detection. | Hamid Hassanpour, Mostefa Mesbah, Boualem Boashash |
| 2003 | ISCAS | An optimal feature set for seizure detection systems for newborn EEG signals. | Pega Zarjam, Mostefa Mesbah, Boualem Boashash |
| 2002 | ICASSP | Performance comparison of seizure detection methods using EEG of newborns for implementation of a DSP subsystem. | Mostefa Mesbah, Boualem Boashash |
| 2001 | ICASSP | Newborn EEG seizure pattern characterisation using time-frequency analysis. | Boualem Boashash, Mostefa Mesbah, Paul B. Colditz |