| 2025 | DeSE | Deep Learning Framework for Melanoma Subtype Classification from mRNA Expression Profiles. | Abdulaziz Abdullatif, Ali Bou Nassif, Bassel Al Homssi |
| 2025 | DeSE | A Feedback-Enhanced Effort-Aware Just in Time Defect Prediction Pipeline. | Huda AlGhussein, Abdullah Mustafa, Manar Abu Talib, Mohammed Azzeh, Ali Bou Nassif |
| 2025 | DeSE | Real-Time Low-Cost Automatic Collision Detection with Owner Notification for Parked Vehicles. | Antanios Kaissar, Sam Ansari, Soliman Mahmoud, Khawla A. Alnajjar, Eqab R. F. Almajali, Anwar Jarndal, Ali Bou Nassif, Youssef Mansour, Abir Hussain |
| 2025 | DeSE | Semi-Supervised Learning-Based Genetic Biomarkers Dataset for Multiple-Stage Hepatocellular Carcinoma Prediction. | Ahmed Ammar Kubba, Manar Abu Talib, Jibran Sualeh Muhammad, Ali Bou Nassif, Abdalla Sayed Mohamed, Darko Castven, Jens U. Marquardt |
| 2025 | DeSE | Enhancing RLHF in LLMs: Comparing BERT, XGBoost, and Deep Models for Bias Detection. | Walid Torfa, Omar Elgendy, Ali Bou Nassif |
| 2024 | DeSE | Deep Learning Algorithms in Aircraft Detection and Classification: An Analytical Survey. | Noora Alkharji, Hessa Almazrouei, Shaikha Alzaabi, Ali Bou Nassif, Mariame Elsalhy, Manar Abu Talib |
| 2024 | DeSE | Impact of Outliers on Regression and Classification Models: An Empirical Analysis. | Sam Ansari, Ali Bou Nassif, Soliman A. Mahmoud, Sohaib Majzoub, Eqab R. F. Almajali, Anwar H. Jarndal, Talal Bonny, Khawla A. Alnajjar, Abir Hussain |
| 2022 | ICMLA | On Selection of Optimal Kernel Function for Software Defect Prediction. | Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan |
| 2021 | DeSE | The exploitation of Multiple Feature Extraction Techniques for Speaker Identification in Emotional States under Disguised Voices. | Noor Ahmad Al Hindawi, Ismail Shahin, Ali Bou Nassif |
| 2021 | DeSE | COVID-19 Electrocardiograms Classification using CNN Models. | Ismail Shahin, Ali Bou Nassif, Mohamed Bader Alsabek |
| 2021 | ICSE | Perceptions about Software Testing among UAE Software Students. | Luiz Fernando Capretz, Ali Bou Nassif, Saad Harous |
| 2018 | GLOBECOM | Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection. | MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif, Aleksander Essex, Abdallah Shami |
| 2018 | ICMLA | Ensemble of Learning Project Productivity in Software Effort Based on Use Case Points. | Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan, Cuauhtmoc Lpez Martn |
| 2018 | ICMLA | Upsilon-SVR Polynomial Kernel for Predicting the Defect Density in New Software Projects. | Cuauhtmoc Lpez Martn, Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan |
| 2016 | ICMLA | User Movement Prediction: The Contribution of Machine Learning Techniques. | Shadi Banitaan, Mohammad Azzeh, Ali Bou Nassif |
| 2015 | ICMLA | An Application of Classification and Class Decomposition to Use Case Point Estimation Method. | Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan |
| 2015 | ICMLA | Class Decomposition Using K-Means and Hierarchical Clustering. | Shadi Banitaan, Ali Bou Nassif, Mohammad Azzeh |
| 2014 | ICMLA | A Better Case Adaptation Method for Case-Based Effort Estimation Using Multi-objective Optimization. | Ali Bou Nassif, Shadi Banitaan |
| 2014 | ICSE | Calibrating use case points. | Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho |
| 2013 | ICMLA | Fuzzy Model Tree for Early Effort Estimation. | Mohammad Azzeh, Ali Bou Nassif |
| 2013 | PRDC | Reliability Prediction of Smartphone Applications through Failure Data Analysis. | Sonia Meskini, Ali Bou Nassif, Luiz Fernando Capretz |
| 2012 | ICMLA | Fuzzy-ExCOM Software Project Risk Assessment. | Ekananta Manalif, Luiz Fernando Capretz, Ali Bou Nassif, Danny Ho |
| 2012 | ICMLA | Estimating Software Effort Using an ANN Model Based on Use Case Points. | Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho |
| 2012 | ICMLA | A Treeboost Model for Software Effort Estimation Based on Use Case Points. | Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho, Mohammad Azzeh |
| 2012 | SNPD | Software Effort Estimation in the Early Stages of the Software Life Cycle Using a Cascade Correlation Neural Network Model. | Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho |
| 2011 | CLOSER | Measuring the Usage of SaaS Applications based on Utilized Features. | Ali Bou Nassif, Hanan Lutfiyya |
| 2011 | ICTAI | Estimating Software Effort Based on Use Case Point Model Using Sugeno Fuzzy Inference System. | Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho |
| 2010 | SERVICES | Moving from SaaS Applications towards SOA Services. | Ali Bou Nassif, Miriam A. M. Capretz |