Fatima Barakat Al-Shannaq

@psu.edu.sa

Computer Science/College of Computer and Information Sciences
Fatima Shannaq

Fatima Barakat Al-Shannaq


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https://researchid.co/fatimash

RESEARCH, TEACHING, or OTHER INTERESTS

Artificial Intelligence, Computer Science
405

Scholar Citations

10

Scholar h-index

10

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Bayesian-optimized convex neural networks with embedded feature selection for high-dimensional anthropometric health prediction
    FS Alamri, SB Abdullahi, N Ayesha, F Alshannaq, T Saba
    PeerJ Computer Science 12, e3752 , 2026
    2026
  • Adapting the cognitive walkthrough method to assess the UX for NCRC service: Sanad application as case study
    MA Ghamri, HY Abuaddous, F Shannaq, L Elkhalaifa, OH Al-Tarawneh, ...
    AIP Conference Proceedings 3406 (1), 020059 , 2026
    2026
  • Offensive language detection in arabic social media using machine learning with TF-IDF technique
    SA Lehyeh, M Omari, F Shannag, G Jaradat
    AIP Conference Proceedings 3406 (1), 020005 , 2026
    2026
  • A survey and recent advances in black widow optimization: variants and applications
    M Shehab, MKY Shambour, MA Abu Hashem, HA Al Hamad, F Shannaq, ...
    Neural Computing and Applications 37 (35), 29113-29133 , 2025
    2025
    Citations: 24
  • Ensemble Graph Attention Network with Deep U-Net for Alzheimer’s Disease Detection
    TS Deep Kothadiya, Dulari Gajjar, Abeer Rashad Mirdad, Fatima Alshannaq
    International Journal of Technology (IJtech) 17 (1), 235–249 , 2025
    2025
    Citations: 1
  • Exploring Vision Transformers and Explainable AI for Enhanced Artefact Classification in Esophageal Endoscopic Images
    P Bissoonauth-Daiboo, MM Auzine, M Inshal, F Shannaq, T Saba, X Gao, ...
    IEEE Access , 2025
    2025
    Citations: 2
  • Applying Artificial Intelligence Techniques on Cyber Attacks Dataset
    AO Omaia Al-Omari, Yazan AlShboul, Awad Alyousef, Fatima Shannaq
    Advanced Information Networking and Applications. AINA 2025. Lecture Notes … , 2025
    2025
    Citations: 1
  • Leveraging Deep Learning for Cyberbullying Detection in Arabic Tweets
    F AlShannaq, S Alhalawani, H Al-Jarrah, M Shehab
    2025 Eighth International Women in Data Science Conference at Prince Sultan … , 2025
    2025
  • Exploring metaheuristic optimization algorithms in the context of textual cyberharassment: a systematic review
    F Shannaq, M Shehab, A Alshorman, M Hammad, B Hammo, W Al‐Omari
    Expert Systems 42 (2), e13826 , 2025
    2025
    Citations: 11
  • Governance and ethical frameworks for AI integration in higher education: Enhancing personalized learning and legal compliance
    O Al-Omari, A Alyousef, S Fati, F Shannaq, A Omari
    Journal of Ecohumanism 4 (2), 80-86 , 2025
    2025
    Citations: 55
  • An exploration into the mechanisms and evolution of GPT models
    FB AlShannaq, MM Shehab, AH Al-Assaf, E Alhenawi, S Awawdeh
    Impacts of Generative AI on the Future of Research and Education, 477-498 , 2025
    2025
    Citations: 5
  • Using Deep Learning Techniques to Detect Hate and Abusive Language in Arabic Tweets.
    H Al-Jarrah, M Al-Smadi, M Hammad, F Shannaq
    International Journal of Intelligent Engineering & Systems 17 (5) , 2024
    2024
    Citations: 3
  • Enhancing Chimp Optimization Algorithm Using Local Search Capabilities and Machine Learning for Real Engineering Problems.
    M Shehab, FB Shannaq, H Al-Aqrabi, MS Daoud
    International Journal of Intelligent Engineering & Systems 17 (5) , 2024
    2024
    Citations: 5
  • Handwritten recognition techniques: a comprehensive review
    HA Alhamad, M Shehab, MKY Shambour, MA Abu-Hashem, ...
    Symmetry 16 (6), 681 , 2024
    2024
    Citations: 55
  • Weighted service broker algorithm in cloud environment
    F Shannaq, A Alshorman, R Al-Sayyed, M Shehab, W Alomari
    Informatica 48 (7) , 2024
    2024
    Citations: 7
  • Machine learning approaches for enhancing smart contracts security: a systematic literature review
    A AlShorman, F Shannaq, M Shehab
    Int J Data Netw Sci 8 (3), 1349-1368 , 2024
    2024
    Citations: 21
  • Empirical Study of Filtered-Based Feature Selection Methods for Arabic Text Classification
    F Shannaq, M Habib, H Faris, MM Hammad
    2023 6th World Symposium on Communication Engineering (WSCE), 114-119 , 2023
    2023
  • Parallel ant colony optimization algorithm for finding the shortest path for mountain climbing
    E Alhenawi, RA Khurma, AA Sharieh, O Al-Adwan, A Al Shorman, ...
    IEEE Access 11, 6185-6196 , 2023
    2023
    Citations: 29
  • Improved gradient-based optimizer for solving real-world engineering problems
    M Shehab, O Tarawneh, H AbuSalem, F Shannag, W Al-Omari
    2022 4th IEEE Middle East and North Africa communications conference … , 2022
    2022
    Citations: 20
  • The design, construction and evaluation of annotated Arabic cyberbullying corpus
    F Shannag, BH Hammo, H Faris
    Education and Information Technologies 27 (8), 10977-11023 , 2022
    2022
    Citations: 33

MOST CITED SCHOLAR PUBLICATIONS

  • Intelligent system based on data mining techniques for prediction of preterm birth for women with cervical cerclage
    H Rawashdeh, S Awawdeh, F Shannag, E Henawi, H Faris, N Obeid, ...
    Computational biology and chemistry 85, 107233 , 2020
    2020
    Citations: 75
  • Governance and ethical frameworks for AI integration in higher education: Enhancing personalized learning and legal compliance
    O Al-Omari, A Alyousef, S Fati, F Shannaq, A Omari
    Journal of Ecohumanism 4 (2), 80-86 , 2025
    2025
    Citations: 55
  • Handwritten recognition techniques: a comprehensive review
    HA Alhamad, M Shehab, MKY Shambour, MA Abu-Hashem, ...
    Symmetry 16 (6), 681 , 2024
    2024
    Citations: 55
  • Offensive language detection in Arabic social networks using evolutionary-based classifiers learned from fine-tuned embeddings
    F Shannaq, B Hammo, H Faris, PA Castillo-Valdivieso
    IEEE Access 10, 75018-75039 , 2022
    2022
    Citations: 50
  • The design, construction and evaluation of annotated Arabic cyberbullying corpus
    F Shannag, BH Hammo, H Faris
    Education and Information Technologies 27 (8), 10977-11023 , 2022
    2022
    Citations: 33
  • Parallel ant colony optimization algorithm for finding the shortest path for mountain climbing
    E Alhenawi, RA Khurma, AA Sharieh, O Al-Adwan, A Al Shorman, ...
    IEEE Access 11, 6185-6196 , 2023
    2023
    Citations: 29
  • A survey and recent advances in black widow optimization: variants and applications
    M Shehab, MKY Shambour, MA Abu Hashem, HA Al Hamad, F Shannaq, ...
    Neural Computing and Applications 37 (35), 29113-29133 , 2025
    2025
    Citations: 24
  • Machine learning approaches for enhancing smart contracts security: a systematic literature review
    A AlShorman, F Shannaq, M Shehab
    Int J Data Netw Sci 8 (3), 1349-1368 , 2024
    2024
    Citations: 21
  • Improved gradient-based optimizer for solving real-world engineering problems
    M Shehab, O Tarawneh, H AbuSalem, F Shannag, W Al-Omari
    2022 4th IEEE Middle East and North Africa communications conference … , 2022
    2022
    Citations: 20
  • Exploring metaheuristic optimization algorithms in the context of textual cyberharassment: a systematic review
    F Shannaq, M Shehab, A Alshorman, M Hammad, B Hammo, W Al‐Omari
    Expert Systems 42 (2), e13826 , 2025
    2025
    Citations: 11
  • Lessons learned from event detection from Arabic tweets: the case of Jordan flash floods near dead sea
    FB Shannag, BH Hammo
    2019 IEEE Jordan international joint conference on electrical engineering … , 2019
    2019
    Citations: 8
  • Weighted service broker algorithm in cloud environment
    F Shannaq, A Alshorman, R Al-Sayyed, M Shehab, W Alomari
    Informatica 48 (7) , 2024
    2024
    Citations: 7
  • An exploration into the mechanisms and evolution of GPT models
    FB AlShannaq, MM Shehab, AH Al-Assaf, E Alhenawi, S Awawdeh
    Impacts of Generative AI on the Future of Research and Education, 477-498 , 2025
    2025
    Citations: 5
  • Enhancing Chimp Optimization Algorithm Using Local Search Capabilities and Machine Learning for Real Engineering Problems.
    M Shehab, FB Shannaq, H Al-Aqrabi, MS Daoud
    International Journal of Intelligent Engineering & Systems 17 (5) , 2024
    2024
    Citations: 5
  • Using Deep Learning Techniques to Detect Hate and Abusive Language in Arabic Tweets.
    H Al-Jarrah, M Al-Smadi, M Hammad, F Shannaq
    International Journal of Intelligent Engineering & Systems 17 (5) , 2024
    2024
    Citations: 3
  • Exploring Vision Transformers and Explainable AI for Enhanced Artefact Classification in Esophageal Endoscopic Images
    P Bissoonauth-Daiboo, MM Auzine, M Inshal, F Shannaq, T Saba, X Gao, ...
    IEEE Access , 2025
    2025
    Citations: 2
  • Ensemble Graph Attention Network with Deep U-Net for Alzheimer’s Disease Detection
    TS Deep Kothadiya, Dulari Gajjar, Abeer Rashad Mirdad, Fatima Alshannaq
    International Journal of Technology (IJtech) 17 (1), 235–249 , 2025
    2025
    Citations: 1
  • Applying Artificial Intelligence Techniques on Cyber Attacks Dataset
    AO Omaia Al-Omari, Yazan AlShboul, Awad Alyousef, Fatima Shannaq
    Advanced Information Networking and Applications. AINA 2025. Lecture Notes … , 2025
    2025
    Citations: 1
  • Bayesian-optimized convex neural networks with embedded feature selection for high-dimensional anthropometric health prediction
    FS Alamri, SB Abdullahi, N Ayesha, F Alshannaq, T Saba
    PeerJ Computer Science 12, e3752 , 2026
    2026
  • Adapting the cognitive walkthrough method to assess the UX for NCRC service: Sanad application as case study
    MA Ghamri, HY Abuaddous, F Shannaq, L Elkhalaifa, OH Al-Tarawneh, ...
    AIP Conference Proceedings 3406 (1), 020059 , 2026
    2026