Mervat Abu-Elkheir

Orcid: 0000-0003-0958-7322

According to our database1, Mervat Abu-Elkheir authored at least 31 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
Why Should I Trust Your Explanation? An Evaluation Approach for XAI Methods Applied to Predictive Process Monitoring Results.
IEEE Trans. Artif. Intell., April, 2024

2023
Missing values imputation using Fuzzy K-Top Matching Value.
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.
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.
Proceedings of the IEEE International Conference on Data Mining, 2023

2022
XAI in the context of Predictive Process Monitoring: Too much to Reveal.
CoRR, 2022

Explainability of Predictive Process Monitoring Results: Can You See My Data Issues?
CoRR, 2022

XAI in the Context of Predictive Process Monitoring: An Empirical Analysis Framework.
Algorithms, 2022

Generating Classical Arabic Poetry using Pre-trained Models.
Proceedings of the The Seventh Arabic Natural Language Processing Workshop, 2022

Sequential Recommendation Using Deep Reinforcement Learning and Multi-Head Attention.
Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022

2021
SoLoMo cities: socio-spatial city formation detection and evolution tracking approach.
Int. J. Bus. Intell. Data Min., 2021

Towards Fluid Software Architectures: Bidirectional Human-AI Interaction.
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.
Algorithms, 2020

Security Assessment of the Contextual Multi-Armed Bandit - RL Algorithm for Link Adaptation.
Proceedings of the 2nd Novel Intelligent and Leading Emerging Sciences Conference, 2020

Blockchain-based Data Management in Vehicular Networks.
Proceedings of the 2nd Novel Intelligent and Leading Emerging Sciences Conference, 2020

Probabilistic Time Series Forecasting for Unconventional Oil and Gas Producing Wells.
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.
J. Intell. Fuzzy Syst., 2019

Perspectives on the evolution of online communities.
Behav. Inf. Technol., 2019

2016
Enhancing emergency response systems through leveraging crowdsensing and heterogeneous data.
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.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015
Improving Localization Accuracy: Successive Measurements Error Modeling.
Sensors, 2015

Internet of nano-things healthcare applications: Requirements, opportunities, and challenges.
Proceedings of the 11th IEEE International Conference on Wireless and Mobile Computing, 2015

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

Regression forecasting model to improve localization accuracy.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

Tiered Data Integration for Mobile Health Systems.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Hybrid data management system for mHealth.
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.
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.
Sensors, 2013

2012
Map-guided trajectory-based position verification for vehicular networks.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Towards provisioning vehicle-based rural information services.
Proceedings of the 37th Annual IEEE Conference on Local Computer Networks, 2012

Data management for the Internet of Things: Green directions.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

2011
Position verification for vehicular networks via analyzing two-hop neighbors information.
Proceedings of the IEEE 36th Conference on Local Computer Networks, 2011


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