Amira Rezk Abdo Rezk

@csifac.mans.edu.eg

information system department, faculty of computers and information , Mansoura university
faculty of computers and information , Mansoura university

Amira Rezk Abdo Rezk


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https://researchid.co/amira_rezk

RESEARCH, TEACHING, or OTHER INTERESTS

Information Systems, Information Systems and Management, Computer Science Applications, Decision Sciences
28

Scopus Publications

652

Scholar Citations

13

Scholar h-index

16

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • Geo-Blockchain Intelligence Risk Assessment (GBIRA) technologies for secure and sustainable internet of geospatial big data computing ecosystems: a survey
    HM Saraya, AA Saleh, A Rezk
    GeoJournal 91 (2), 43 , 2026
    2026
  • Improved chi-square feature selection for robust heart disease data classification
    H Nayl, ES Aly, A Rezk, ME Fares
    AIMS Mathematics 11 (1), 2682-2701 , 2026
    2026
  • A Novel Hybrid CNN-LSTM Framework for Robust DDoS Attack Detection and Classification.
    A OK Al-Hasani, I R Abdelmaksoud, A Rezk
    Journal of Cybersecurity & Information Management 17 (1) , 2026
    2026
    Citations: 1
  • Geo blockchain intelligence risk assessment for extreme weather prediction in the era of internet of spatial big data computing
    HM Saraya, AA Saleh, A Rezk
    Discover Internet of Things 5 (1), 145 , 2025
    2025
    Citations: 3
  • Enhancing customer retention in Online Retail through churn prediction: A hybrid RFM, K-means, and deep neural network approach
    M Zaghloul, S Barakat, A Rezk
    Expert Systems With Applications 290, 128465 , 2025
    2025
    Citations: 21
  • Automated lung cancer diagnosis from chest X-ray images using convolutional neural networks
    A Aboelghiet, SM Shohieb, A Rezk, A Abou Elfetouh, A Sharaf, ...
    PeerJ Computer Science 11, e3145 , 2025
    2025
  • Enhancing fraud detection in imbalanced datasets: A comparative study of machine learning and deep learning algorithms with SMOTE preprocessing
    WS Salem, I El-Hasnony, A Abu Elfetouh, A Rezk
    Mansoura Journal for Computer and Information Sciences 20 (1), 1-21 , 2025
    2025
    Citations: 6
  • An effective SQL injection detection model using LSTM for imbalanced datasets
    KS Fathi, S Barakat, A Rezk
    Computers & Security 153, 104391 , 2025
    2025
    Citations: 15
  • Predicting E-commerce customer satisfaction: Traditional machine learning vs. deep learning approaches
    M Zaghloul, S Barakat, A Rezk
    Journal of Retailing and Consumer Services 79, 103865 , 2024
    2024
    Citations: 93
  • A generalized ensemble approach based on transfer learning for Braille character recognition
    N Elaraby, S Barakat, A Rezk
    Information Processing & Management 61 (1), 103545 , 2024
    2024
    Citations: 29
  • on Predicting the Level of Consumer
    M Fouad, S Barakat, A Rezk
    Green Sustainability: Towards Innovative Digital Transformation: Proceedings … , 2023
    2023
  • A novel Siamese network for few/zero-shot handwritten character recognition tasks
    N Elaraby, S Barakat, A Rezk
    Computers, Materials & Continua , 2023
    2023
    Citations: 12
  • Effective e-commerce based on predicting the level of consumer satisfaction
    M Fouad, S Barakat, A Rezk
    World Conference on Internet of Things: Applications & Future, 261-278 , 2023
    2023
    Citations: 5
  • Enhanced optimized classification model of chronic kidney disease
    S Elkholy, A Rezk, AAEF Saleh
    International Journal of Advanced Computer Science and Applications 14 (2) , 2023
    2023
    Citations: 5
  • Towards a deep learning-based outlier detection approach in the context of streaming data
    AF Hassan, S Barakat, A Rezk
    Journal of Big Data 9 (1), 120 , 2022
    2022
    Citations: 23
  • An Efficient Ensemble Model for Various Scale Medical Data.
    HA Elzeheiry, S Barakat, A Rezk
    Computers, Materials & Continua 73 (1) , 2022
    2022
    Citations: 2
  • A conditional GAN-based approach for enhancing transfer learning performance in few-shot HCR tasks
    N Elaraby, S Barakat, A Rezk
    Scientific reports 12 (1), 16271 , 2022
    2022
    Citations: 35
  • Different scales of medical data classification based on machine learning techniques: a comparative study
    HA Elzeheiry, S Barakat, A Rezk
    Applied Sciences 12 (2), 919 , 2022
    2022
    Citations: 19
  • Towards an accurate breast cancer classification model based on ensemble learning
    A Hesham, N El-Rashidy, A Rezk, NA Hikal
    International Journal of Advanced Computer Science and Applications 13 (12) , 2022
    2022
    Citations: 1
  • An effective ensemble-based framework for outlier detection in evolving data streams
    AF Hassan, S Barakat, A Rezk
    International Journal of Advanced Computer Science and Applications 13 (11 … , 2022
    2022
    Citations: 6

MOST CITED SCHOLAR PUBLICATIONS

  • Early prediction of chronic kidney disease using deep belief network
    SMM Elkholy, A Rezk, AAEF Saleh
    IEEE Access 9, 135542-135549 , 2021
    2021
    Citations: 109
  • Standardized electronic health record data modeling and persistence: A comparative review
    A Gamal, S Barakat, A Rezk
    Journal of biomedical informatics 114, 103670 , 2021
    2021
    Citations: 108
  • Predicting E-commerce customer satisfaction: Traditional machine learning vs. deep learning approaches
    M Zaghloul, S Barakat, A Rezk
    Journal of Retailing and Consumer Services 79, 103865 , 2024
    2024
    Citations: 93
  • An Efficient Classification Model for Unstructured Text Document
    M Mowafy, A Rezk, HM El-bakry
    Am J Compt Sci Inform Technol 6 (1), 16 , 2018
    2018
    Citations: 39
  • A conditional GAN-based approach for enhancing transfer learning performance in few-shot HCR tasks
    N Elaraby, S Barakat, A Rezk
    Scientific reports 12 (1), 16271 , 2022
    2022
    Citations: 35
  • A comprehensive fuzzy ontology-based decision support system for Alzheimer’s disease diagnosis
    N Shoaip, A Rezk, S El-Sappagh, L Alarabi, S Barakat, MM Elmogy
    IEEE Access 9, 31350-31372 , 2020
    2020
    Citations: 30
  • A generalized ensemble approach based on transfer learning for Braille character recognition
    N Elaraby, S Barakat, A Rezk
    Information Processing & Management 61 (1), 103545 , 2024
    2024
    Citations: 29
  • Towards a deep learning-based outlier detection approach in the context of streaming data
    AF Hassan, S Barakat, A Rezk
    Journal of Big Data 9 (1), 120 , 2022
    2022
    Citations: 23
  • The impact of cyber crime on E-Commerce
    A Rezk, S Barakat, H Saleh
    International Journal of Intelligent Computing and Information Sciences 17 … , 2017
    2017
    Citations: 23
  • Enhancing customer retention in Online Retail through churn prediction: A hybrid RFM, K-means, and deep neural network approach
    M Zaghloul, S Barakat, A Rezk
    Expert Systems With Applications 290, 128465 , 2025
    2025
    Citations: 21
  • Different scales of medical data classification based on machine learning techniques: a comparative study
    HA Elzeheiry, S Barakat, A Rezk
    Applied Sciences 12 (2), 919 , 2022
    2022
    Citations: 19
  • Alzheimer’s disease diagnosis based on a semantic rule-based modeling and reasoning approach
    N Shoaip, A Rezk, S El-Sappagh, T Abuhmed, S Barakat, M Elmogy
    Computers, Materials, & Continua 69 (3), 3531 , 2021
    2021
    Citations: 18
  • An effective SQL injection detection model using LSTM for imbalanced datasets
    KS Fathi, S Barakat, A Rezk
    Computers & Security 153, 104391 , 2025
    2025
    Citations: 15
  • A novel Siamese network for few/zero-shot handwritten character recognition tasks
    N Elaraby, S Barakat, A Rezk
    Computers, Materials & Continua , 2023
    2023
    Citations: 12
  • Letter to Editor (Response from author): Toward a universal electronic health record system
    A Gamal, S Barakat, A Rezk
    Journal of Biomedical Informatics 117, 103770 , 2021
    2021
    Citations: 10
  • Minimize the false positive rate in a database intrusion detection system
    A Rezk, H Ali, M El-Mikkawy, S Barakat
    International Journal of Computer Science & Information Technology 3 (5), 29 , 2011
    2011
    Citations: 10
  • A transfer learning-enabled optimized extreme deep learning paradigm for diagnosis of covid-19
    R Ahmed, S Barakat, A Rezk
    Computers, Materials, & Continua 70 (1), 1381 , 2022
    2022
    Citations: 7
  • Enhancing fraud detection in imbalanced datasets: A comparative study of machine learning and deep learning algorithms with SMOTE preprocessing
    WS Salem, I El-Hasnony, A Abu Elfetouh, A Rezk
    Mansoura Journal for Computer and Information Sciences 20 (1), 1-21 , 2025
    2025
    Citations: 6
  • An effective ensemble-based framework for outlier detection in evolving data streams
    AF Hassan, S Barakat, A Rezk
    International Journal of Advanced Computer Science and Applications 13 (11 … , 2022
    2022
    Citations: 6
  • Effective e-commerce based on predicting the level of consumer satisfaction
    M Fouad, S Barakat, A Rezk
    World Conference on Internet of Things: Applications & Future, 261-278 , 2023
    2023
    Citations: 5