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Mervat Abu-Elkheir

Mervat Abu-ElKheir – Mervat Abu El-Kheir – Mervat Abuelkheir

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affiliation: German University in Cairo, Egypt

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Journal Articles

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2024
[j9]
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  - journals/tai/ElKhawagaEAR24
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Ghada El-Khawaga, Omar M. Elzeki, Mervat Abu-Elkheir, Manfred Reichert:
Why Should I Trust Your Explanation? An Evaluation Approach for XAI Methods Applied to Predictive Process Monitoring Results. IEEE Trans. Artif. Intell. 5(4): 1458-1472 (2024)
2023
[j8]
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  - journals/jksucis/AliAAE23
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Azza Ali, Mervat Abu-Elkheir, Ahmed Atwan, Mohammed Elmogy:
Missing values imputation using Fuzzy K-Top Matching Value. J. King Saud Univ. Comput. Inf. Sci. 35(1): 426-437 (2023)
2022
[j7]
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  - journals/algorithms/El-KhawagaAR22
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Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert:
XAI in the Context of Predictive Process Monitoring: An Empirical Analysis Framework. Algorithms 15(6): 199 (2022)
2021
[j6]
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  - journals/ijbidm/ElhishiAE21
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Sara Elhishi, Mervat Abu-Elkheir, Ahmed Abou Elfetouh:
SoLoMo cities: socio-spatial city formation detection and evolution tracking approach. Int. J. Bus. Intell. Data Min. 18(1): 109-126 (2021)
2020
[j5]
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Ghada El-Khawaga, Mervat Abu-Elkheir, Sherif I. Barakat, Alaa M. Riad, Manfred Reichert:
CONDA-PM - A Systematic Review and Framework for Concept Drift Analysis in Process Mining. Algorithms 13(7): 161 (2020)
2019
[j4]
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  - journals/behaviourIT/ElhishiAE19
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Sara Elhishi, Mervat Abu-Elkheir, Ahmed Abou Elfetouh:
Perspectives on the evolution of online communities. Behav. Inf. Technol. 38(6): 592-608 (2019)
[j3]
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  - journals/jifs/SakrAAS19
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Nehal A. Sakr, Mervat Abu-Elkheir, Ahmed Atwan, Hassan Soliman:
Data driven recognition of interleaved and concurrent human activities with nonlinear characteristics. J. Intell. Fuzzy Syst. 37(4): 5573-5588 (2019)
2015
[j2]
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  - journals/sensors/AliA15
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Najah A. Abu Ali, Mervat Abu-Elkheir:
Improving Localization Accuracy: Successive Measurements Error Modeling. Sensors 15(7): 15540-15561 (2015)
2013
[j1]
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  - journals/sensors/Abu-ElkheirHA13
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Mervat Abu-Elkheir, Mohammad Hayajneh, Najah Abu Ali:
Data Management for the Internet of Things: Design Primitives and Solution. Sensors 13(11): 15582-15612 (2013)

Conference and Workshop Papers

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2025
[c24]
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  - conf/coling/EldessoukyESAM25
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Farida Helmy Eldessouky, Nourhan Ehab, Carolin Schindler, Mervat Abuelkheir, Wolfgang Minker:
Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models. COLING Workshops 2025: 66-68
2024
[c23]
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  - conf/icm2/TarekMAMA24
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Ahmed Tarek, Marwa Mahmoud, Basma Afifi, Maggie Mashaly, Mervat Abu-Elkheir:
Query-Based Topic Modeling and Trend Analysis in Scientific Literature. ICM 2024: 1-6
[c22]
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  - conf/niles/YoussefAM24
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Myriam Youssef, Mervat Abu-Elkheir, Maggie Mashaly:
Automating Clinical Document Classification: AI Solutions for Enhanced Healthcare Decision Support. NILES 2024: 345-348
[c21]
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  - conf/paams/BeshayIAAE24
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Youstina Beshay, Nada Ibrahim, Mervat Abu-Elkheir, Slim Abdennadher, Amr Elmougy:
Fake Emotion Detection Using Natural Language Processing. PAAMS (Workshops) 2024: 93-103
2023
[c20]
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  - conf/icdm/El-KhawagaAR23
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Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert:
A Rule-based Evaluation Method of Local Explainers for Predictive Process Monitoring. ICDM (Workshops) 2023: 922-930
[c19]
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  - conf/iticse/SeyamA23
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Mohammed Seyam, Mervat Abu-Elkheir:
Diversity-focused Course Design for Computer Science Students: Incorporating Diversity Conference Attendance into Course Design and Delivery. ITiCSE (1) 2023: 40-46
2022
[c18]
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  - conf/ciss/SultanA22
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Raneem Sultan, Mervat Abu-Elkheir:
Sequential Recommendation Using Deep Reinforcement Learning and Multi-Head Attention. CISS 2022: 258-262
[c17]
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  - conf/wanlp/ElkarefAEA22
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Nehal Elkaref, Mervat Abu-Elkheir, Maryam ElOraby, Mohamed Abdelgaber:
Generating Classical Arabic Poetry using Pre-trained Models. WANLP@EMNLP 2022: 53-62
2021
[c16]
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  - conf/kbse/YasserA21
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Ammar Yasser, Mervat Abu-Elkheir:
Towards Fluid Software Architectures: Bidirectional Human-AI Interaction. ASE 2021: 1368-1372
2020
[c15]
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  - conf/niles/El-SalakawyE20
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Gina El-Salakawy, Mervat Abu El-Kheir:
Blockchain-based Data Management in Vehicular Networks. NILES 2020: 146-151
[c14]
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  - conf/niles/AfifiESA20
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Hadeel Afifi, Mohamed Elmahdy, Motaz El Saban, Mervat Abu-Elkheir:
Probabilistic Time Series Forecasting for Unconventional Oil and Gas Producing Wells. NILES 2020: 450-455
[c13]
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  - conf/niles/El-SobkySA20
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Mariam El-Sobky, Hisham Sarhan, Mervat Abu-ElKheir:
Security Assessment of the Contextual Multi-Armed Bandit - RL Algorithm for Link Adaptation. NILES 2020: 514-519
2016
[c12]
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  - conf/icc/IslamTAA16
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Mohammad Tauhidul Islam, Abd-Elhamid M. Taha, Selim G. Akl, Mervat Abu-Elkheir:
A stable matching algorithm for resource allocation for underlaying device-to-device communications. ICC 2016: 1-6
[c11]
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  - conf/iwcmc/Abu-ElkheirHO16
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Mervat Abu-Elkheir, Hossam S. Hassanein, Sharief M. A. Oteafy:
Enhancing emergency response systems through leveraging crowdsensing and heterogeneous data. IWCMC 2016: 188-193
2015
[c10]
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  - conf/globecom/Abu-ElkheirA15
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Mervat Abu-Elkheir, Najah A. Abu Ali:
Tiered Data Integration for Mobile Health Systems. GLOBECOM 2015: 1-6
[c9]
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  - conf/iwcmc/AliA15
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Najah A. Abu Ali, Mervat Abu-Elkheir:
Regression forecasting model to improve localization accuracy. IWCMC 2015: 1254-1259
[c8]
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  - conf/lcn/OteafyA15
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Sharief M. A. Oteafy, Mervat Abu-Elkheir:
WLN 2015. LCN Workshops 2015: 1
[c7]
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  - conf/wimob/AliA15
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Najah AbuAli, Mervat Abu-Elkheir:
Internet of nano-things healthcare applications: Requirements, opportunities, and challenges. WiMob 2015: 9-14
2014
[c6]
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  - conf/cloudcom/SalehFA14
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Ahmed I. Saleh, Mohammed A. Fouad, Mervat Abu-Elkheir:
Classifying Requirements for Variability Optimization in Multitenant Applications. CloudCom 2014: 32-37
[c5]
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  - conf/mobihealth/Abu-ElkheirHAM14
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Mervat Abu-Elkheir, Karel Heurtefeux, Najah AbuAli, Hamid Menouar:
Hybrid data management system for mHealth. MobiHealth 2014: 242-245
2012
[c4]
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  - conf/globecom/AliA12
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Najah AbuAli, Mervat Abu-Elkheir:
Data management for the Internet of Things: Green directions. GLOBECOM Workshops 2012: 386-390
[c3]
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  - conf/lcn/HamidAHT12
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Sherin Abdel Hamid, Mervat Abu-Elkheir, Hossam S. Hassanein, Glen Takahara:
Towards provisioning vehicle-based rural information services. LCN Workshops 2012: 835-842
[c2]
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  - conf/wcnc/Abu-ElkheirHEE12
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Mervat Abu-Elkheir, Hossam S. Hassanein, Ibrahim M. El-Henawy, Samir Elmougy:
Map-guided trajectory-based position verification for vehicular networks. WCNC 2012: 2538-2542
2011
[c1]
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  - conf/lcn/Abu-ElkheirHHEE11
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Mervat Abu-Elkheir, Sherin Abdel Hamid, Hossam S. Hassanein, Ibrahim M. El-Henawy, Samir Elmougy:
Position verification for vehicular networks via analyzing two-hop neighbors information. LCN 2011: 805-812

Informal and Other Publications

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2022
[i3]
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  - journals/corr/abs-2202-08041
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Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert:
Explainability of Predictive Process Monitoring Results: Can You See My Data Issues? CoRR abs/2202.08041 (2022)
[i2]
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  - journals/corr/abs-2202-08265
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Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert:
XAI in the context of Predictive Process Monitoring: Too much to Reveal. CoRR abs/2202.08265 (2022)
2020
[i1]
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  - journals/corr/abs-2009-05438
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Ghada El-Khawaga, Mervat Abu-Elkheir, Sherif I. Barakat, Alaa M. Riad, Manfred Reichert:
CONDA-PM - A Systematic Review and Framework for Concept Drift Analysis in Process Mining. CoRR abs/2009.05438 (2020)

Coauthor Index

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