| 2024 | EANN | An EANN-Based Recommender System for Drug Recommendation. | Hadi Al-Mubasher, Mariette Awad |
| 2022 | EMNLP | Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations. | Julia El Zini, Mariette Awad |
| 2022 | IGARSS | Towards Cross-Disaster Building Damage Detection with Graph Convolutional Networks. | Ali Ismail, Mariette Awad |
| 2020 | AAAI | BAR - A Reinforcement Learning Agent for Bounding-Box Automated Refinement. | Morgane Ayle, Jimmy Tekli, Julia El Zini, Boulos El Asmar, Mariette Awad |
| 2020 | CEC | Towards a Quantum based GA Search for an Optimal Artificial Neural Networks Architecture and Feature Selection to Model NOx Emissions: A Case Study. | Mazen Azzam, Joseph Zeaiter, Mariette Awad |
| 2020 | IJCNN | Change Your Singer: A Transfer Learning Generative Adversarial Framework for Song to Song Conversion. | Rema Daher, Mohammad Kassem Zein, Julia El Zini, Mariette Awad, Daniel C. Asmar |
| 2020 | IJCNN | Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition. | Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Mariette Awad |
| 2019 | IJCNN | Towards A Deep Learning Question-Answering Specialized Chatbot for Objective Structured Clinical Examinations. | Julia El Zini, Yara Rizk, Mariette Awad, Jumana Antoun |
| 2019 | KES | A quantum genetic algorithm for pickup and delivery problems with coalition formation. | Yara Rizk, Mariette Awad |
| 2019 | SAC | A computationally efficient multi-modal classification approach of disaster-related Twitter images. | Yara Rizk, Hadi Samer Jomaa, Mariette Awad, Carlos Castillo |
| 2019 | SAC | Toward a continuous authentication system using a biologically inspired machine learning approach: a case study. | Obada Al Zoubi, Mariette Awad |
| 2018 | DIS | Sky Writer: Towards an Intelligent Smart-phone Gesture Tracing and Recognition Framework. | Nicholas Mitri, Mariette Awad |
| 2018 | DIS | Barricaded Boundary Minority Oversampling LS-SVM for a Biased Binary Classification. | Hmayag Partamian, Yara Rizk, Mariette Awad |
| 2015 | ICIAP | Panel Tracking for the Extraction and the Classification of Speech Balloons. | Hadi S. Jomaa, Mariette Awad, Lina Ghaibeh |
| 2014 | IJCNN | An ordinal kernel trick for a computationally efficient support vector machine. | Yara Rizk, Nicholas Mitri, Mariette Awad |
| 2013 | ICCCN | A Mediation Layer for Connecting Data-Intensive Applications to Reconfigurable Data Nodes. | Mohamad Jomaa, Khaleel W. Mershad, Noor Abbani, Yaman Sharaf-Dabbagh, Bashar Romanous, Hassan Artail, Mazen A. R. Saghir, Hazem M. Hajj, Haitham Akkary, Mariette Awad |
| 2013 | IJCNN | Minority SVM for linearly separable imbalanced datasets. | Nizar Ajeeb, Ammar Nayal, Mariette Awad |
| 2013 | IJCNN | Weighted entropy cortical algorithms for isolated Arabic speech recognition. | Nadine Hajj, Mariette Awad |
| 2013 | IJCNN | A local mixture based SVM for an efficient supervised binary classification. | Yara Rizk, Nicholas Mitri, Mariette Awad |
| 2012 | SMC | Ordinal optimization for optimal Capacitor Placement and network reconfiguration in radial distribution networks. | Randa S. El Ramli, Mariette Awad, Rabih A. Jabr |
| 2012 | SMC | An asymmetrical and quadratic Support Vector Regression loss function for Beirut short term load forecast. | Melissa Stockman, Randa S. El Ramli, Mariette Awad, Rabih A. Jabr |
| 2011 | HPCC | A Distributed Reconfigurable Active SSD Platform for Data Intensive Applications. | Noor Abbani, Ali Ali, Doa'A Al Otoom, Mohamad Jomaa, Mageda Sharafeddine, Hassan Artail, Haitham Akkary, Mazen A. R. Saghir, Mariette Awad, Hazem M. Hajj |
| 2011 | SMC | SIRA: A socially inspired game theoretic uplink/downlink resource aware allocation in OFDMA systems. | Ahmad M. El-Hajj, Mariette Awad, Zaher Dawy |
| 2010 | IKE | A Pseudo Bargaining Formulation For Servicing Vessels During Transshipment Operations. | Nabil Nehme, Mariette Awad |
| 2009 | FPL | FPGA supercomputing platforms: A survey. | Mariette Awad |