Radwa El Shawi

60 papers A* 1A 3B 6C 2Misc 2Journal 25Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Optimizing stock price forecasting: a hybrid approach using fuzziness and automated machine learning.
Expert Syst. Appl.
Jan Timko, Radwa El Shawi, Stefania Tomasiello
2025 — conf
AgingFedNAS: Aging Evolution Federated Deep Learning for Architecture and Hyperparameter Search.
PAKDD (2)
Radwa El Shawi
2025 A conf
AutoCoRe-FL: Automatic Concept-based Rule Reasoning in Federated Learning.
CIKM
Ahmed Soliman, Radwa El Shawi
2025 B conf
Automated Machine Learning for Enhanced Digital Image Forgery Detection.
IJCNN
Tayasan Milinda H. Gedara, Radwa El Shawi, Vincenzo Loia, Stefania Tomasiello
2025 — conf
Automated Machine Learning for Ex-ante Life Cycle Assessment of Barley Production.
EDBT/ICDT Workshops
Radwa El Shawi, Stefania Tomasiello, Evelin Loit, Ayhan Gökçe, Virmantas Povilaitis, Stefan Shilev
2025 — ed.
Big Data and Artificial Intelligence - 12th International Conference, BDA 2024, Hyderabad, India, December 17-20, 2024, Proceedings
BDA
Anirban Dasgupta, Rage Uday Kiran, Radwa El Shawi, Satish Narayana Srirama, Mainak Adhikari
2025 — conf
Context-Aware AutoML for Accurate Wheat Disease Detection.
EDBT/ICDT Workshops
Muhammad Uzair, Radwa El Shawi, Stefania Tomasiello
2025 B conf
FedForecaster: An Automated Federated Learning Approach for Time-series Forecasting.
EDBT
Mohamed Maher, Osama Fayez Oun, Mahmoud Saeed Mesmeh, Radwa El Shawi
2025 — conf
ML-EvalPro: Machine Learning Evaluation Profiler for Supervised Tasks.
AIME (2)
Mohamed Maher, Reem Ayman, Sondos Akram, Omar Marie, Radwa El Shawi
2025 — conf
SustainaML: Enhancing Transparency, Control, and Green Sustainability in AutoML.
ECML/PKDD (10)
Mehak Mushtaq Malik, Radwa El Shawi
2025 J jnl
To tune or not to tune? An approach for recommending important hyperparameters for classification and clustering algorithms.
Future Gener. Comput. Syst.
Radwa El Shawi, Mohamadjavad Bahmani, Sherif Sakr
2025 J jnl
Toward Explainable Multimodal Fake News Detection: A Fusion of Prompt Learning and Automated Machine Learning.
IEEE Access
Tayasan Milinda H. Gedara, Rosario Gaeta, Stefania Tomasiello, Radwa El Shawi
2025 — conf
Zero-Shot Machine Unlearning Using Generative Adversarial Network.
PAKDD (4)
Ali Ghazal, Radwa El Shawi
2024 J jnl
AutoMLBench: A comprehensive experimental evaluation of automated machine learning frameworks.
Expert Syst. Appl.
Hassan Eldeeb, Mohamed Maher, Radwa El Shawi, Sherif Sakr
2024 J jnl
ConceptGlassbox: Guided Concept-Based Explanation for Deep Neural Networks.
Cogn. Comput.
Radwa El Shawi
2024 B conf
GizaML: A Collaborative Meta-learning Based Framework Using LLM For Automated Time-Series Forecasting.
EDBT
Esraa Sayed, Mohamed Maher, Omar Sedeek, Ahmed Eldamaty, Amr Kamel, Radwa El Shawi
2024 J jnl
MachineLearnAthon: An Action-Oriented Machine Learning Didactic Concept.
CoRR
Michal Tkác, Jakub Sieber, Lara Kuhlmann, Matthias Brueggenolte, Alexandru Rinciog, Michael Henke, Artur M. Schweidtmann, Qinghe Gao, Maximilian F. Theisen, Radwa El Shawi
2023 A* conf
Interpretable Local Concept-based Explanation with Human Feedback to Predict All-cause Mortality (Extended Abstract).
IJCAI
Radwa El Shawi, Mouaz H. Al-Mallah
2023 A conf
OnlineAutoClust: A Framework for Online Automated Clustering.
CIKM
Radwa El Shawi, Dmitri Rozgonjuk
2022 J jnl
AutoMLBench: A Comprehensive Experimental Evaluation of Automated Machine Learning Frameworks.
CoRR
Hassan Eldeeb, Mohamed Maher, Oleh Matsuk, Abdelrahman Aldallal, Radwa El Shawi, Sherif Sakr
2022 B conf
BigFeat: Scalable and Interpretable Automated Feature Engineering Framework.
IEEE Big Data
Hassan Eldeeb, Shota Amashukeli, Radwa El Shawi
2022 J jnl
Interpretable Local Concept-based Explanation with Human Feedback to Predict All-cause Mortality.
J. Artif. Intell. Res.
Radwa El Shawi, Mouaz H. Al-Mallah
2022 — conf
TPE-AutoClust: A Tree-based Pipline Ensemble Framework for Automated Clustering.
ICDM (Workshops)
Radwa El Shawi, Sherif Sakr
2022 — conf
cSmartML-Glassbox: Increasing Transparency and Controllability in Automated Clustering.
ICDM (Workshops)
Radwa El Shawi, Sherif Sakr
2021 J jnl
DLBench: a comprehensive experimental evaluation of deep learning frameworks.
Clust. Comput.
Radwa El Shawi, Abdul Wahab, Ahmed Barnawi, Sherif Sakr
2021 J jnl
Interpretability in healthcare: A comparative study of local machine learning interpretability techniques.
Comput. Intell.
Radwa El Shawi, Youssef Sherif, Mouaz H. Al-Mallah, Sherif Sakr
2021 — conf
Research perspective: the role of automated machine learning in fuzzy logic.
WILF
Radwa El Shawi, Stefania Tomasiello, Henri Liiva
2021 J jnl
To tune or not to tune? An Approach for Recommending Important Hyperparameters.
CoRR
Mohamadjavad Bahmani, Radwa El Shawi, Nshan Potikyan, Sherif Sakr
2021 B conf
Towards Automated Concept-based Decision TreeExplanations for CNNs.
EDBT
Radwa El Shawi, Youssef Sherif, Sherif Sakr
2021 — conf
cSmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Clustering.
IEEE BigData
Radwa El Shawi, Hudson Lekunze, Sherif Sakr
2020 — conf
An Empirical Analysis of Integrating Feature Extraction to Automated Machine Learning Pipeline.
ICPR Workshops (4)
Hassan Eldeeb, Shota Amashukeli, Radwa El Shawi
2020 A conf
D-SmartML: A Distributed Automated Machine Learning Framework.
ICDCS
Ahmed Abd Elrahman, Mohamed ElHelw, Radwa El Shawi, Sherif Sakr
2019 — conf
A Decision Support Framework for AutoML Systems: A Meta-Learning Approach.
ICDM Workshops
Salijona Dyrmishi, Radwa El Shawi, Sherif Sakr
2019 J jnl
Automated Machine Learning: State-of-The-Art and Open Challenges.
CoRR
Radwa El Shawi, Mohamed Maher, Sherif Sakr
2019 — conf
Automated Machine Learning: Techniques and Frameworks.
eBISS
Radwa El Shawi, Sherif Sakr
2019 J jnl
Correction to: Runtime self-monitoring approach of business process compliance in cloud environments.
Clust. Comput.
Ahmed Barnawi, Ahmed Awad, Amal Elgammal, Radwa El Shawi, Abduallah Almalaise, Sherif Sakr
2019 — conf
DLBench: An Experimental Evaluation of Deep Learning Frameworks.
BigData Congress
Nesma Mahmoud, Youssef Essam, Radwa El Shawi, Sherif Sakr
2019 C conf
ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision.
ADBIS
Radwa El Shawi, Youssef Sherif, Mouaz H. Al-Mallah, Sherif Sakr
2019 B conf
Interpretability in HealthCare A Comparative Study of Local Machine Learning Interpretability Techniques.
CBMS
Radwa El Shawi, Youssef Sherif, Mouaz H. Al-Mallah, Sherif Sakr
2019 J jnl
On the interpretability of machine learning-based model for predicting hypertension.
BMC Medical Informatics Decis. Mak.
Radwa El Shawi, Mouaz H. Al-Mallah, Sherif Sakr
2018 J jnl
Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service.
Big Data Res.
Radwa El Shawi, Sherif Sakr, Domenico Talia, Paolo Trunfio
2018 J jnl
Correction To: Large scale graph processing systems: survey and an experimental evaluation.
Clust. Comput.
Omar Batarfi, Radwa El Shawi, Ayman G. Fayoumi, Reza Nouri, Amin Beheshti, Ahmed Barnawi, Sherif Sakr
2017 J jnl
Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service.
CoRR
Radwa El Shawi, Sherif Sakr
2017 J jnl
Comparison of machine learning techniques to predict all-cause mortality using fitness data: the Henry ford exercIse testing (FIT) project.
BMC Medical Informatics Decis. Mak.
Sherif Sakr, Radwa El Shawi, Amjad M. Ahmed, Waqas T. Qureshi, Clinton A. Brawner, Steven J. Keteyian, Michael J. Blaha, Mouaz H. Al-Mallah
2016 J jnl
Big Data 2.0 Processing Systems: Taxonomy and Open Challenges.
J. Grid Comput.
Fuad Bajaber, Radwa El Shawi, Omar Batarfi, Abdulrahman H. Altalhi, Ahmed Barnawi, Sherif Sakr
2015 — conf
BP-MaaS: A Runtime Compliance-Monitoring System for Business Processes.
BPM (Demos)
Ahmed Barnawi, Ahmed Awad, Amal Elgammal, Radwa El Shawi, Abduallah Almalaise, Sherif Sakr
2015 — conf
Big Graph Processing Systems: State-of-the-Art and Open Challenges.
BigDataService
Radwa El Shawi, Omar Batarfi, Ayman G. Fayoumi, Ahmed Barnawi, Sherif Sakr
2015 J jnl
Large scale graph processing systems: survey and an experimental evaluation.
Clust. Comput.
Omar Batarfi, Radwa El Shawi, Ayman G. Fayoumi, Reza Nouri, Amin Beheshti, Ahmed Barnawi, Sherif Sakr
2015 Misc conf
Runtime detection of business process compliance violations: an approach based on anti patterns.
SAC
Ahmed Awad, Ahmed Barnawi, Amal Elgammal, Radwa El Shawi, Abduallah Almalaise, Sherif Sakr
2015 J jnl
Runtime self-monitoring approach of business process compliance in cloud environments.
Clust. Comput.
Ahmed Barnawi, Ahmed Awad, Amal Elgammal, Radwa El Shawi, Abduallah Almalaise, Sherif Sakr
2014 J jnl
A fast algorithm for data collection along a fixed track.
Theor. Comput. Sci.
Otfried Cheong, Radwa El Shawi, Joachim Gudmundsson
2014 — ch.
An Overview of Large-Scale Stream Processing Engines.
Large Scale and Big Data
Radwa El Shawi, Sherif Sakr
2014 — conf
On Characterizing the Performance of Distributed Graph Computation Platforms.
TPCTC
Ahmed Barnawi, Omar Batarfi, Amin Beheshti, Radwa El Shawi, Ayman G. Fayoumi, Reza Nouri, Sherif Sakr
2014 J jnl
Quickest path queries on transportation network.
Comput. Geom.
Radwa El Shawi, Joachim Gudmundsson, Christos Levcopoulos
2013 Misc conf
A Fast Algorithm for Data Collection along a Fixed Track.
COCOON
Otfried Cheong, Radwa El Shawi, Joachim Gudmundsson
2013 J jnl
Fast query structures in anisotropic media.
Theor. Comput. Sci.
Radwa El Shawi, Joachim Gudmundsson
2012 — conf
Quickest Path Queries on Transportation Network.
CATS
Radwa El Shawi, Joachim Gudmundsson, Christos Levcopoulos
2011 C conf
Quickest Paths in Anisotropic Media.
COCOA
Radwa El Shawi, Joachim Gudmundsson
2011 — ch.
Shortest Path in Transportation Network and Weighted Subdivisions.
Graph Data Management
Radwa El Shawi, Joachim Gudmundsson
2010 J jnl
Quickest Path Queries on Transportation Network
CoRR
Radwa El Shawi, Joachim Gudmundsson, Christos Levcopoulos