| 2023 | ICPRAM | State of Health Estimation of Lithium-ion Batteries Using Convolutional Neural Network with Impedance Nyquist Plots. | Yichun Li, Mina Maleki, Shadi Banitaan, Mingzuoyang Chen |
| 2022 | ICMLA | Prediction of Heart Attacks using Data Mining Techniques. | Bassam A. Abdelghani, Sophia Fadal, Shadi Bedoor, Shadi Banitaan |
| 2022 | ICMLA | Occupancy Detection based on WI-FI SysLog Data. | Bassam A. Abdelghani, Mina Maleki, Shadi Banitaan, Amna Mazen |
| 2022 | ICMLA | On Selection of Optimal Kernel Function for Software Defect Prediction. | Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan |
| 2022 | ICMLA | GDSCAN: Pedestrian Group Detection using Dynamic Epsilon. | Mingzuoyang Chen, Shadi Banitaan, Mina Maleki, Yichun Li |
| 2021 | ICMLA | Data-Driven State of Charge Estimation of Li-ion Batteries using Supervised Machine Learning Methods. | Yichun Li, Mina Maleki, Shadi Banitaan, Mingzuoyang Chen |
| 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 |
| 2017 | ICMLA | Support Vector Regression for Predicting the Enhancement Duration of Software Projects. | Cuauhtmoc Lpez Martn, Shadi Banitaan, Andrs Garca-Floriano, Cornelio Yez-Mrquez |
| 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 |
| 2013 | ICMLA | Bug Reports Prioritization: Which Features and Classifier to Use? | Mamdouh Alenezi, Shadi Banitaan |
| 2013 | ICMLA | DECOBA: Utilizing Developers Communities in Bug Assignment. | Shadi Banitaan, Mamdouh Alenezi |
| 2011 | ICMLA | Discovering Communities in Social Networks Using Topology and Attributes. | Saeed Salem, Shadi Banitaan, Ibrahim Aljarah, James E. Brewer, Rami Alroobi |
| 2010 | CIKM | A formal study of classification techniques on entity discovery and their application to opinion mining. | Shadi Banitaan, Saeed Salem, Wei Jin, Ibrahim Aljarah |