Manal A. Abdel-Fattah

@helwan.edu.eg

Faculty of computers and Information
Helwan University

RESEARCH INTERESTS

Database design - data mining - data warehousing - big data analytics - evaluation methodology
660

Scholar Citations

14

Scholar h-index

22

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Volumetric Feature Learning for High-Fidelity Two-Dimensional Dental Cast Image Reconstruction Using Generative Adversarial Networks (GANs)
    EA Eldaoushy, MA Abdel-Fattah, NA Hassan
    International Journal of Advanced Computer Science & Applications 17 (1) , 2026
    2026
  • Robust crowd anomaly detection via hybrid ensemble learning for real-world surveillance
    D Mabrouk, MA Abdel-Fattah, A Taha
    Scientific Reports , 2025
    2025
    Citations: 2
  • Hybrid Ensemble Learning for Real-Time Crowd Behavior Analysis Using Optical Flow and Deep Motion Features
    D Mabrouk, MA Abdel-Fattah, A Taha
    2025
  • A pattern-based framework for automated migration of monolithic applications to microservices
    H Hassan, MA Abdel-Fattah, W Mohamed
    Big Data and Cognitive Computing 9 (10), 253 , 2025
    2025
    Citations: 4
  • Smart agile prioritization and clustering: An ai-driven approach for requirements prioritization
    AM Radwan, MA Abdel-Fattah, W Mohamed
    IEEE Access , 2025
    2025
    Citations: 10
  • Migrating from Monolithic to Microservice Architectures: A Systematic Literature Review.
    H Hassan, MA Abdel-Fattah, W Mohamed
    International Journal of Advanced Computer Science & Applications 15 (10) , 2024
    2024
    Citations: 17
  • AI-Driven Prioritization Techniques of Requirements in Agile Methodologies: A Systematic Literature Review.
    AM Radwan, MA Abdel-Fattah, W Mohamed
    International Journal of Advanced Computer Science & Applications 15 (9) , 2024
    2024
    Citations: 15
  • Automated Identification of Dental Implants: A New, Fast and Accurate Artificial Intelligence System
    H N.A., K A.E., O A.E., G M.W., A N.M., A O.M., AF M.A.
    The European journal of prosthodontics and restorative dentistry 32 (2), 162 … , 2024
    2024
    Citations: 10
  • A proposed hybrid framework to improve the accuracy of customer churn prediction in telecom industry
    S Ouf, KT Mahmoud, MA Abdel-Fattah
    Journal of Big Data 11 (1), 70 , 2024
    2024
    Citations: 35
  • Abc algorithm as an enhancement for mqo process in big data
    MA Abdel-Fattah, S Abdelgaber, S Nasr, W Mohamed
    J Theo Appl Inform Technol 101, 22 , 2023
    2023
    Citations: 1
  • A hybrid approach for enhancing the classification of the Parkinson’s disease using swarm optimization
    MA Abdel-fattah, RH Eid, AE Yakoub
    Journal of Theoretical and Applied Information Technology 101 (9) , 2023
    2023
    Citations: 5
  • A hybrid deep learning framework with decision-level fusion for breast cancer survival prediction
    NA Othman, MA Abdel-Fattah, AT Ali
    Big Data and Cognitive Computing 7 (1), 50 , 2023
    2023
    Citations: 47
  • Risk Prediction Applied to Global Software Development using Machine Learning Methods
    H Hassan, MA Abdel-Fattah, A Ghoneim
    International Journal of Advanced Computer Science and Applications 13 (9 … , 2022
    2022
    Citations: 13
  • A Comprehensive Spark‐Based Layer for Converting Relational Databases to NoSQL
    MA Abdel-Fattah, W Mohamed, S Abdelgaber
    Big Data and Cognitive Computing 6 (3), 1-27 , 2022
    2022
    Citations: 8
  • A Model to Improve Recommendation Systems Based on Spark Platform
    MA Abdel-Fattah
    International Journal of Business Information Systems 39 (3), 328-248 , 2022
    2022
    Citations: 3
  • Why Bee colony is the most suitable with multi-query optimization?
    S AbdelGaber, MA Abdel-Fattah, SA Nasr
    2022 5th International Conference on Computing and Informatics (ICCI), 074-079 , 2022
    2022
  • Using Decision Tree Classification Model to Predict Payment Type in NYC Yellow Taxi
    H Ismaeil, S Kholeif, MA Abdel-Fattah
    International Journal of Advanced Computer Science and Applications 13 (3 … , 2022
    2022
    Citations: 2
  • Predicting Chronic Kidney Disease Using Hybrid Machine Learning Based on Apache Spark
    MA Abdel-Fattah, NA Othman, N Goher
    Computational Intelligence and Neuroscience 2022, 12 , 2022
    2022
    Citations: 87
  • A proposed hybrid algorithm for mining frequent patterns on Spark
    W Mohamed, MA Abdel-Fattah
    Int. J. Business Intelligence and Data Mining 20 (2), 146-169 , 2022
    2022
    Citations: 13
  • A Hybrid Model to Enhance Recognition of Multi-Class Images
    MA Abdel-Fattah, HME HADAD, AE YACOUP, SS ABDEL-KADER
    Journal of Theoretical and Applied Information Technology 100 (2), 308-321 , 2022
    2022

MOST CITED SCHOLAR PUBLICATIONS

  • Predicting Chronic Kidney Disease Using Hybrid Machine Learning Based on Apache Spark
    MA Abdel-Fattah, NA Othman, N Goher
    Computational Intelligence and Neuroscience 2022, 12 , 2022
    2022
    Citations: 87
  • Grounded theory and action research as pillars for interpretive information systems research: A comparative study
    MA Abdel-Fattah
    Egyptian Informatics Journal 16 (3) , 2015
    2015
    Citations: 49
  • A hybrid deep learning framework with decision-level fusion for breast cancer survival prediction
    NA Othman, MA Abdel-Fattah, AT Ali
    Big Data and Cognitive Computing 7 (1), 50 , 2023
    2023
    Citations: 47
  • Predicting Potential Banking Customer Churn using Apache Spark ML and MLlib Packages: A Comparative Study
    H Sayed, MA Abdel-Fattah, S Kholeif
    International Journal of Advanced Computer Science and Applications 9 (11 … , 2018
    2018
    Citations: 44
  • A proposed hybrid framework to improve the accuracy of customer churn prediction in telecom industry
    S Ouf, KT Mahmoud, MA Abdel-Fattah
    Journal of Big Data 11 (1), 70 , 2024
    2024
    Citations: 35
  • A Literature Review of Business Process Modeling Techniques
    Y Nagm-Aldeen, MA Abdel-Fattah, A El-Khedr
    International Journal of Advanced Research in Computer Science and Software … , 2015
    2015
    Citations: 29
  • Towards Flexible Evaluation for e-Government Websites Quality: A Multi-Perspective Evaluation Framework
    MA Abdel-Fattah, GH Galal-Edeen
    8th European Conference on e-Government, 1-12 , 2008
    2008
    Citations: 29
  • An Evaluation Framework for Business Process Modeling Techniques 
    MA Abdel-Fattah, A El-Khedr, Y Nagm-Aldeen
    International Journal of Computer Science and Information Security 15 (5 … , 2017
    2017
    Citations: 27
  • A Proposed Multi Criteria Indexing and Ranking Model for Documents, Web Pages on Large Scale Data
    M Attia, MA Abdel-Fattah, AE Khedr
    Journal of King Saud University - Computer and Information Sciences , 2021
    2021
    Citations: 26
  • Factors Influencing Adoption and Diffusion of E-Government Services
    MA Abdel-Fattah
    14th European Conference on e-Government, 1-10 , 2014
    2014
    Citations: 21
  • Why the Interpretive Paradigm is Needed for Evaluating e-Government Systems?
    MA Abdel-Fattah, GH Galal-Edeen
    9th European Conference on e-government, 1-10 , 2009
    2009
    Citations: 21
  • Migrating from Monolithic to Microservice Architectures: A Systematic Literature Review.
    H Hassan, MA Abdel-Fattah, W Mohamed
    International Journal of Advanced Computer Science & Applications 15 (10) , 2024
    2024
    Citations: 17
  • A proposed model for enhancing e-government services to achieve the sustainable development goals in Egypt "Case study"
    IMM RAMADAN, MA Abdel-Fattah
    Journal of Theoretical and Applied Information Technology 100 (1), 268-285 , 2022
    2022
    Citations: 16
  • AI-Driven Prioritization Techniques of Requirements in Agile Methodologies: A Systematic Literature Review.
    AM Radwan, MA Abdel-Fattah, W Mohamed
    International Journal of Advanced Computer Science & Applications 15 (9) , 2024
    2024
    Citations: 15
  • Risk Prediction Applied to Global Software Development using Machine Learning Methods
    H Hassan, MA Abdel-Fattah, A Ghoneim
    International Journal of Advanced Computer Science and Applications 13 (9 … , 2022
    2022
    Citations: 13
  • A proposed hybrid algorithm for mining frequent patterns on Spark
    W Mohamed, MA Abdel-Fattah
    Int. J. Business Intelligence and Data Mining 20 (2), 146-169 , 2022
    2022
    Citations: 13
  • Merging Balanced Scorecards and Business Intelligence Techniques: an applied case on the IT Subsidiary Company in the Egyptian Civil Aviation
    A El-Khedr, MA Abdel-Fattah, MM Solayman
    International Journal of Computer Applications 121 (11), 26-51 , 2015
    2015
    Citations: 12
  • Centralization of Big Data Using Distributed Computing Approach in IoT
    BS Sawiri, MA Abdel-Fattah, SA El-Gaber
    International Journal of Intelligent Engineering and Systems 14 (4), 393 - 409 , 2021
    2021
    Citations: 11
  • A Roadmap to Implement EHR Nationwide in Egypt
    SA El-Gaber, MA Abdel-Fattah, SM Helal
    Communications on Applied Electronic 7 (6), 18-28 , 2017
    2017
    Citations: 11
  • Constructing a model for the Adoptability of Using E-Government Services in Developing Countries: The Case of Egypt
    MA Abdel-Fattah
    International Journal of Electronic Governance (IJEG). 7 (4) , 2015
    2015
    Citations: 11