Radwa El Shawi

发表

Interpretability in HealthCare A Comparative Study of Local Machine Learning Interpretability Techniques

Sherif Sakr, Radwa El Shawi, Youssef Sherif, 2019, 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS).

Correction To: Large scale graph processing systems: survey and an experimental evaluation

Sherif Sakr, Seyed-Mehdi-Reza Beheshti, Reza Nouri, 2018, Cluster Computing.

Big Graph Processing Systems: State-of-the-Art and Open Challenges

Sherif Sakr, Ahmed Barnawi, Radwa El Shawi, 2015, 2015 IEEE First International Conference on Big Data Computing Service and Applications.

Correction to: Runtime self-monitoring approach of business process compliance in cloud environments

Sherif Sakr, Ahmed Awad, Amal Elgammal, 2018, Cluster Computing.

BP-MaaS: A Runtime Compliance-Monitoring System for Business Processes

Sherif Sakr, Ahmed Awad, Amal Elgammal, 2015, BPM.

DLBench: An Experimental Evaluation of Deep Learning Frameworks

Sherif Sakr, Radwa El Shawi, Nesma Mahmoud, 2019, 2019 IEEE International Congress on Big Data (BigDataCongress).

Automated Machine Learning: State-of-The-Art and Open Challenges pdf

Sherif Sakr, Mohamed Maher, Radwa El Shawi, 2019, ArXiv.

Large scale graph processing systems: survey and an experimental evaluation

Sherif Sakr, Seyed-Mehdi-Reza Beheshti, Reza Nouri, 2015, Cluster Computing.

Shortest Path in Transportation Network and Weighted Subdivisions

Joachim Gudmundsson, Radwa El Shawi, 2011, Graph Data Management.

Big Data 2.0 Processing Systems: Taxonomy and Open Challenges

Sherif Sakr, Abdulrahman H. Altalhi, Fuad Bajaber, 2016, Journal of Grid Computing.

Automated Machine Learning: Techniques and Frameworks

Sherif Sakr, Radwa El Shawi, S. Sakr, 2019, eBISS.

Runtime detection of business process compliance violations: an approach based on anti patterns

Sherif Sakr, Ahmed Awad, Amal Elgammal, 2015, SAC.

A Fast Algorithm for Data Collection along a Fixed Track

Joachim Gudmundsson, Otfried Cheong, Radwa El Shawi, 2013, COCOON.

An Overview of Large-Scale Stream Processing Engines

Sherif Sakr, Radwa El Shawi, 2014, Large Scale and Big Data.

Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service pdf

Sherif Sakr, Radwa El Shawi, S. Sakr, 2017, Big Data Res..

A fast algorithm for data collection along a fixed track

Joachim Gudmundsson, Otfried Cheong, Radwa El Shawi, 2014, Theor. Comput. Sci..

Quickest Path Queries on Transportation Network

Joachim Gudmundsson, Christos Levcopoulos, Radwa El Shawi, 2012, CATS.

A Decision Support Framework for AutoML Systems: A Meta-Learning Approach

Sherif Sakr, Radwa El Shawi, Salijona Dyrmishi, 2019, 2019 International Conference on Data Mining Workshops (ICDMW).

Fast query structures in anisotropic media

Joachim Gudmundsson, Radwa El Shawi, 2013, Theor. Comput. Sci..

On Characterizing the Performance of Distributed Graph Computation Platforms

Sherif Sakr, Seyed-Mehdi-Reza Beheshti, Reza Nouri, 2014, TPCTC.

Runtime self-monitoring approach of business process compliance in cloud environments

Sherif Sakr, Ahmed Awad, Amal Elgammal, 2015, Cluster Computing.

ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision

Sherif Sakr, Radwa El Shawi, Youssef Sherif, 2019, ADBIS.

Quickest Paths in Anisotropic Media

Joachim Gudmundsson, Radwa El Shawi, 2011, COCOA.

DLBench: a comprehensive experimental evaluation of deep learning frameworks

Sherif Sakr, Ahmed Barnawi, Radwa El Shawi, 2021, Cluster Computing.

Towards Automated Concept-based Decision TreeExplanations for CNNs

Sherif Sakr, Radwa El Shawi, Youssef Sherif, 2021, EDBT.

To tune or not to tune? An Approach for Recommending Important Hyperparameters pdf

Sherif Sakr, Radwa El Shawi, Mohamadjavad Bahmani, 2021, ArXiv.

AutoMLBench: A Comprehensive Experimental Evaluation of Automated Machine Learning Frameworks

Radwa El Shawi, S. Sakr, Hassan Eldeeb, 2022, ArXiv.

Research perspective: the role of automated machine learning in fuzzy logic

Radwa El Shawi, S. Tomasiello, Henri Liiva, 2021 .

An interpretable semi-supervised framework for patch-based classification of breast cancer

Radwa El Shawi, S. Sakr, Khatia Kilanava, 2022, Scientific Reports.

Big Data 2.0 Processing Systems: Taxonomy and Open Challenges

Radwa El Shawi, A. Barnawi, S. Sakr, 2016, Journal of Grid Computing.

Large scale graph processing systems: survey and an experimental evaluation

Radwa El Shawi, A. Barnawi, S. Sakr, 2015, Cluster Computing.

Interpretable Local Concept-based Explanation with Human Feedback to Predict All-cause Mortality

Radwa El Shawi, M. Al-Mallah, 2022, J. Artif. Intell. Res..

cSmartML-Glassbox: Increasing Transparency and Controllability in Automated Clustering

Radwa El Shawi, S. Sakr, 2022, 2022 IEEE International Conference on Data Mining Workshops (ICDMW).

D-SmartML: A Distributed Automated Machine Learning Framework

Radwa El Shawi, M. Elhelw, S. Sakr, 2020, 2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS).

AutoMLBench: A Comprehensive Experimental Evaluation of Automated Machine Learning Frameworks

Radwa El Shawi, S. Sakr, Hassan Eldeeb, 2022, Expert Syst. Appl..