Profile Ahlem Walha

Admin

Ahlem Walha

  • curriculum vitae
    • First Name
    Ahlem
    Last Name
    Walha
    Address
    B P N 2 1042 Alain Sfax
    Zip code
    3038
    Biography
    Experienced Assistant Professor of Computer Science with expertise in teaching, research, and academic program coordination. Serves as the Graduation Project Coordinator, guiding students to achieve excellence in their projects. Active member of the Quality Committee, contributing to program evaluation and quality assurance. Passionate about fostering innovation and maintaining high academic standards.
    Research Interests
    Artificial Intelligence and Machine Learning Data Mining and Big Data Analytics Cybersecurity and Network Systems Computer Vision and Image Processing
    H-index: 6  Total citation: 213

    📚 Scientific Publications

    Title & Authors Conference/Revue Year Citations
    A comprehensive review of AI-based approaches for lung disease classification using chest X-ray images
    Y Didi, A Walha, A Wali    		 Multimedia Tools and Applications 85 (10), 774, 2026 2026 0
    AI-driven techniques for thoracic disease classification in chest radiography: A comprehensive review and critical analysis
    Y Didi, A Walha, A Wali    		 Neural Computing and Applications 38 (17), 737, 2026 2026 0
    MedNSR-Net: Trustworthy Chest X-ray Decision Support via Hybrid CNN-Transformer with Uncertainty and Explainability
    Y Didi, A Walha, A Wali    		 2026 12th International Conference on Control, Decision and Information�…, 2026 2026 0
    Skin cancer detection using late fusion of pretrained models
    A Ksibi, A Walha, M Zakariah, M Ayadi, NA Almujally, T Alshalali    		 Scientific Reports, 2026 2026 0
    Region-Focused CNN-ViT Hybrid for Medical Image Classification.
    Y Didi, A Walha, A Wali    		 ICAART (2), 1948-1957, 2026 2026 1
    Enhancing Breast Cancer Detection Using Squeeze and Excitation Networks (SENet) with DenseNet Features Extraction
    A Ksibi, A Walha, M Ayadi, M Zakariah, T Alshalali, L Jamel    		 Traitement du Signal 42 (6), 3663, 2025 2025 0
    Integrating environmental clustering to enhance epidemic forecasting with machine learning models
    Y Didi, A Walha, A Wali    		 International Journal of Cognitive Computing in Engineering 6, 628-642, 2025 2025 5
    Multimodal Siamese networks for dementia detection from speech in women
    A Ksibi, A Walha, M Zakariah, M Ayadi, T Alshalali, NA Almujally    		 Scientific Reports 15 (1), 30938, 2025 2025 8
    Deep learning and machine learning architectures for dementia detection from speech in women
    A Walha, A Ksibi, M Zakariah, M Ayadi, T Alshalali, O Saidani, L Jamel, ...    		 Comput. Model. Eng. Sci 142 (3), 2959, 2025 2025 5
    COVID-19 tweets classification based on a hybrid word embedding method
    Y Didi, A Walha, A Wali    		 Big Data and Cognitive Computing 6 (2), 58, 2022 2022 45
    COVID‐19 outbreak forecasting based on vaccine rates and tweets classification
    Y Didi, A Walha, M Ben Halima, A Wali    		 Computational Intelligence and Neuroscience 2022 (1), 4535541, 2022 2022 13
    Data-driven Model for Influenza Prediction Incorporating Environmental Effects.
    Y Didi, A Walha, A Wali    		 IoTBDS, 15-24, 2020 2020 2
    A new motion estimation technique for video coding
    M Ahmadi, A Wali, A Walha, AM Alimi    		 2015 15th International Conference on Intelligent Systems Design and�…, 2015 2015 5
    Video stabilization with moving object detecting and tracking for aerial video surveillance
    A Walha, A Wali, AM Alimi    		 Multimedia Tools and Applications 74 (17), 6745-6767, 2015 2015 70
    A system of abnormal behaviour detection in aerial surveillance
    A Walha, A Wali, AM Alimi    		 2013 9th International Conference on Information Assurance and Security (IAS�…, 2013 2013 3
    Moving object detection system in aerial video surveillance
    A Walha, A Wali, AM Alimi    		 International Conference on Advanced Concepts for Intelligent Vision Systems�…, 2013 2013 11
    Video stabilization for aerial video surveillance
    A Walha, A Wali, AM Alimi    		 Aasri Procedia 4, 72-77, 2013 2013 39
    Support vector machine approach for detecting events in video streams
    A Walha, A Wali, AM Alimi    		 International Conference on Advanced Machine Learning Technologies and�…, 2012 2012 6
    International Journal of Cognitive Computing in Engineering
    Y Didi, A Walha, A Wali    		 0 0
    Enhancing Breast Cancer Detection Using Squeeze and Excitation Networks (SENet) with DenseNet Features Extraction
    		 0 0