| 2025 | AIME | ML-EvalPro: Machine Learning Evaluation Profiler for Supervised Tasks. | Mohamed Maher, Reem Ayman, Sondos Akram, Omar Marie, Radwa El Shawi |
| 2025 | CIKM | AutoCoRe-FL: Automatic Concept-based Rule Reasoning in Federated Learning. | Ahmed Soliman, Radwa El Shawi |
| 2025 | EDBT | FedForecaster: An Automated Federated Learning Approach for Time-series Forecasting. | Mohamed Maher, Osama Fayez Oun, Mahmoud Saeed Mesmeh, Radwa El Shawi |
| 2025 | EDBT | Automated Machine Learning for Ex-ante Life Cycle Assessment of Barley Production. | Radwa El Shawi, Stefania Tomasiello, Evelin Loit, Ayhan Gke, Virmantas Povilaitis, Stefan Shilev |
| 2025 | EDBT | Context-Aware AutoML for Accurate Wheat Disease Detection. | Muhammad Uzair, Radwa El Shawi, Stefania Tomasiello |
| 2025 | IJCNN | Automated Machine Learning for Enhanced Digital Image Forgery Detection. | Tayasan Milinda H. Gedara, Radwa El Shawi, Vincenzo Loia, Stefania Tomasiello |
| 2025 | PAKDD | Zero-Shot Machine Unlearning Using Generative Adversarial Network. | Ali Ghazal, Radwa El Shawi |
| 2025 | PAKDD | AgingFedNAS: Aging Evolution Federated Deep Learning for Architecture and Hyperparameter Search. | Radwa El Shawi |
| 2024 | EDBT | GizaML: A Collaborative Meta-learning Based Framework Using LLM For Automated Time-Series Forecasting. | Esraa Sayed, Mohamed Maher, Omar Sedeek, Ahmed Eldamaty, Amr Kamel, Radwa El Shawi |
| 2023 | CIKM | OnlineAutoClust: A Framework for Online Automated Clustering. | Radwa El Shawi, Dmitri Rozgonjuk |
| 2023 | IJCAI | Interpretable Local Concept-based Explanation with Human Feedback to Predict All-cause Mortality (Extended Abstract). | Radwa El Shawi, Mouaz H. Al-Mallah |
| 2022 | ICDM | cSmartML-Glassbox: Increasing Transparency and Controllability in Automated Clustering. | Radwa El Shawi, Sherif Sakr |
| 2022 | ICDM | TPE-AutoClust: A Tree-based Pipline Ensemble Framework for Automated Clustering. | Radwa El Shawi, Sherif Sakr |
| 2021 | EDBT | Towards Automated Concept-based Decision TreeExplanations for CNNs. | Radwa El Shawi, Youssef Sherif, Sherif Sakr |
| 2020 | ICDCS | D-SmartML: A Distributed Automated Machine Learning Framework. | Ahmed Abd Elrahman, Mohamed ElHelw, Radwa El Shawi, Sherif Sakr |
| 2020 | ICPR | An Empirical Analysis of Integrating Feature Extraction to Automated Machine Learning Pipeline. | Hassan Eldeeb, Shota Amashukeli, Radwa El Shawi |
| 2019 | ADBIS | ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision. | Radwa El Shawi, Youssef Sherif, Mouaz H. Al-Mallah, Sherif Sakr |
| 2019 | BigData | DLBench: An Experimental Evaluation of Deep Learning Frameworks. | Nesma Mahmoud, Youssef Essam, Radwa El Shawi, Sherif Sakr |
| 2019 | CBMS | Interpretability in HealthCare A Comparative Study of Local Machine Learning Interpretability Techniques. | Radwa El Shawi, Youssef Sherif, Mouaz H. Al-Mallah, Sherif Sakr |
| 2019 | ICDM | A Decision Support Framework for AutoML Systems: A Meta-Learning Approach. | Salijona Dyrmishi, Radwa El Shawi, Sherif Sakr |
| 2015 | BPM | BP-MaaS: A Runtime Compliance-Monitoring System for Business Processes. | Ahmed Barnawi, Ahmed Awad, Amal Elgammal, Radwa El Shawi, Abduallah Almalaise, Sherif Sakr |
| 2015 | SAC | Runtime detection of business process compliance violations: an approach based on anti patterns. | Ahmed Awad, Ahmed Barnawi, Amal Elgammal, Radwa El Shawi, Abduallah Almalaise, Sherif Sakr |
| 2013 | COCOON | A Fast Algorithm for Data Collection along a Fixed Track. | Otfried Cheong, Radwa El Shawi, Joachim Gudmundsson |
| 2011 | COCOA | Quickest Paths in Anisotropic Media. | Radwa El Shawi, Joachim Gudmundsson |