| 2026 | ICAART | A Retrieval-Augmented Generation Based Approach for Contextualized & Complete Explanations. | Salma Kishk, Nourhan Ehab, Mervat Abu-Elkheir |
| 2024 | PAAMS | Fake Emotion Detection Using Natural Language Processing. | Youstina Beshay, Nada Ibrahim, Mervat Abu-Elkheir, Slim Abdennadher, Amr Elmougy |
| 2023 | ICDM | A Rule-based Evaluation Method of Local Explainers for Predictive Process Monitoring. | Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert |
| 2023 | ITiCSE | Diversity-focused Course Design for Computer Science Students: Incorporating Diversity Conference Attendance into Course Design and Delivery. | Mohammed Seyam, Mervat Abu-Elkheir |
| 2022 | CISS | Sequential Recommendation Using Deep Reinforcement Learning and Multi-Head Attention. | Raneem Sultan, Mervat Abu-Elkheir |
| 2016 | IWCMC | Enhancing emergency response systems through leveraging crowdsensing and heterogeneous data. | Mervat Abu-Elkheir, Hossam S. Hassanein, Sharief M. A. Oteafy |
| 2015 | GLOBECOM | Tiered Data Integration for Mobile Health Systems. | Mervat Abu-Elkheir, Najah A. Abu Ali |
| 2015 | IWCMC | Regression forecasting model to improve localization accuracy. | Najah A. Abu Ali, Mervat Abu-Elkheir |
| 2015 | LCN | WLN 2015. | Sharief M. A. Oteafy, Mervat Abu-Elkheir |
| 2015 | WiMob | Internet of nano-things healthcare applications: Requirements, opportunities, and challenges. | Najah AbuAli, Mervat Abu-Elkheir |
| 2014 | CloudCom | Classifying Requirements for Variability Optimization in Multitenant Applications. | Ahmed I. Saleh, Mohammed A. Fouad, Mervat Abu-Elkheir |
| 2012 | GLOBECOM | Data management for the Internet of Things: Green directions. | Najah AbuAli, Mervat Abu-Elkheir |
| 2012 | LCN | Towards provisioning vehicle-based rural information services. | Sherin Abdel Hamid, Mervat Abu-Elkheir, Hossam S. Hassanein, Glen Takahara |
| 2012 | WCNC | Map-guided trajectory-based position verification for vehicular networks. | Mervat Abu-Elkheir, Hossam S. Hassanein, Ibrahim M. El-Henawy, Samir Elmougy |
| 2011 | LCN | Position verification for vehicular networks via analyzing two-hop neighbors information. | Mervat Abu-Elkheir, Sherin Abdel Hamid, Hossam S. Hassanein, Ibrahim M. El-Henawy, Samir Elmougy |