Mervat Abu-Elkheir

According to our database, Mervat Abu-Elkheir authored at least 33 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Why Should I Trust Your Explanation? An Evaluation Approach for XAI Methods Applied to Predictive Process Monitoring Results.

Ghada El-Khawaga, Omar M. Elzeki, Mervat Abu-Elkheir, Manfred Reichert

IEEE Trans. Artif. Intell., April, 2024

Fake Emotion Detection Using Natural Language Processing.

Youstina Beshay, Nada Ibrahim, Mervat Abu-Elkheir, Slim Abdennadher, Amr Elmougy

Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection, 2024

Automating Clinical Document Classification: AI Solutions for Enhanced Healthcare Decision Support.

Myriam Youssef, Mervat Abu-Elkheir, Maggie Mashaly

Proceedings of the 6th Novel Intelligent and Leading Emerging Sciences Conference, 2024

2023

Missing values imputation using Fuzzy K-Top Matching Value.

Azza Ali, Mervat Abu-Elkheir, Ahmed Atwan, Mohammed Elmogy

J. King Saud Univ. Comput. Inf. Sci., January, 2023

Diversity-focused Course Design for Computer Science Students: Incorporating Diversity Conference Attendance into Course Design and Delivery.

Mohammed Seyam, Mervat Abu-Elkheir

Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 1, 2023

A Rule-based Evaluation Method of Local Explainers for Predictive Process Monitoring.

Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

XAI in the context of Predictive Process Monitoring: Too much to Reveal.

Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert

CoRR, 2022

Explainability of Predictive Process Monitoring Results: Can You See My Data Issues?

Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert

CoRR, 2022

XAI in the Context of Predictive Process Monitoring: An Empirical Analysis Framework.

Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert

Algorithms, 2022

Generating Classical Arabic Poetry using Pre-trained Models.

Nehal Elkaref, Mervat Abu-Elkheir, Maryam ElOraby, Mohamed Abdelgaber

Proceedings of the The Seventh Arabic Natural Language Processing Workshop, 2022

Sequential Recommendation Using Deep Reinforcement Learning and Multi-Head Attention.

Raneem Sultan, Mervat Abu-Elkheir

Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022

2021

SoLoMo cities: socio-spatial city formation detection and evolution tracking approach.

Sara Elhishi, Mervat Abu-Elkheir, Ahmed Abou Elfetouh

Int. J. Bus. Intell. Data Min., 2021

Towards Fluid Software Architectures: Bidirectional Human-AI Interaction.

Ammar Yasser, Mervat Abu-Elkheir

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

2020

CONDA-PM - A Systematic Review and Framework for Concept Drift Analysis in Process Mining.

Ghada El-Khawaga, Mervat Abu-Elkheir, Sherif I. Barakat, Alaa M. Riad, Manfred Reichert

Algorithms, 2020

Security Assessment of the Contextual Multi-Armed Bandit - RL Algorithm for Link Adaptation.

Mariam El-Sobky, Hisham Sarhan, Mervat Abu-ElKheir

Proceedings of the 2nd Novel Intelligent and Leading Emerging Sciences Conference, 2020

Blockchain-based Data Management in Vehicular Networks.

Gina El-Salakawy, Mervat Abu El-Kheir

Proceedings of the 2nd Novel Intelligent and Leading Emerging Sciences Conference, 2020

Probabilistic Time Series Forecasting for Unconventional Oil and Gas Producing Wells.

Hadeel Afifi, Mohamed Elmahdy, Motaz El Saban, Mervat Abu-Elkheir

Proceedings of the 2nd Novel Intelligent and Leading Emerging Sciences Conference, 2020

2019

Data driven recognition of interleaved and concurrent human activities with nonlinear characteristics.

Nehal A. Sakr, Mervat Abu-Elkheir, Ahmed Atwan, Hassan Soliman

J. Intell. Fuzzy Syst., 2019

Perspectives on the evolution of online communities.

Sara Elhishi, Mervat Abu-Elkheir, Ahmed Abou Elfetouh

Behav. Inf. Technol., 2019

2016

Enhancing emergency response systems through leveraging crowdsensing and heterogeneous data.

Mervat Abu-Elkheir, Hossam S. Hassanein, Sharief M. A. Oteafy

Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

A stable matching algorithm for resource allocation for underlaying device-to-device communications.

Mohammad Tauhidul Islam, Abd-Elhamid M. Taha, Selim G. Akl, Mervat Abu-Elkheir

Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015

Improving Localization Accuracy: Successive Measurements Error Modeling.

Najah A. Abu Ali, Mervat Abu-Elkheir

Sensors, 2015

Internet of nano-things healthcare applications: Requirements, opportunities, and challenges.

Najah AbuAli, Mervat Abu-Elkheir

Proceedings of the 11th IEEE International Conference on Wireless and Mobile Computing, 2015

WLN 2015.

Sharief M. A. Oteafy, Mervat Abu-Elkheir

Proceedings of the 40th IEEE Local Computer Networks Conference Workshops, 2015

Regression forecasting model to improve localization accuracy.

Najah A. Abu Ali, Mervat Abu-Elkheir

Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

Tiered Data Integration for Mobile Health Systems.

Mervat Abu-Elkheir, Najah A. Abu Ali

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Hybrid data management system for mHealth.

Mervat Abu-Elkheir, Karel Heurtefeux, Najah AbuAli, Hamid Menouar

Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Classifying Requirements for Variability Optimization in Multitenant Applications.

Ahmed I. Saleh, Mohammed A. Fouad, Mervat Abu-Elkheir

Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

2013

Data Management for the Internet of Things: Design Primitives and Solution.

Mervat Abu-Elkheir, Mohammad Hayajneh, Najah Abu Ali

Sensors, 2013

2012

Map-guided trajectory-based position verification for vehicular networks.

Mervat Abu-Elkheir, Hossam S. Hassanein, Ibrahim M. El-Henawy, Samir Elmougy

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Towards provisioning vehicle-based rural information services.

Sherin Abdel Hamid, Mervat Abu-Elkheir, Hossam S. Hassanein, Glen Takahara

Proceedings of the 37th Annual IEEE Conference on Local Computer Networks, 2012

Data management for the Internet of Things: Green directions.

Najah AbuAli, Mervat Abu-Elkheir

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

2011

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

Proceedings of the IEEE 36th Conference on Local Computer Networks, 2011