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ORCIDDina Abdulaziz Alhammadi
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2020 – today
- 2025
[j18]Muhammad Waqas Ahmed
, Moneerah Alotaibi, Sultan Refa Alotaibi, Dina Abdulaziz Alhammadi, Asaad Algarni, Ahmad Jalal, Jeongho Cho:
A Novel Remote Sensing Recognition Using Modified GMM Segmentation and DenseNet. IEEE Access 13: 9372-9390 (2025)- [j17]Sara Mumtaz, Shabbab Ali Algamdi, Haifa F. Alhasson, Dina Abdulaziz Alhammadi, Ahmad Jalal, Hui Liu:
Leaf Classification for Sustainable Agriculture and In-Depth Species Analysis. IEEE Access 13: 17043-17053 (2025) - [j16]Laiba Zahoor, Haifa F. Alhasson, Mohammed Alnusayri, Mohammed Hamad Alatiyyah, Dina Abdulaziz Alhammadi, Ahmad Jalal, Hui Liu:
Remote Sensing Surveillance Using Multilevel Feature Fusion and Deep Neural Network. IEEE Access 13: 38282-38300 (2025) - [j15]Iqra Aijaz Abro, Haifa F. Alhasson, Shuaa S. Alharbi, Mohammed Hamad Alatiyyah, Dina Abdulaziz Alhammadi, Ahmad Jalal, Hui Liu:
Advanced Biosignal-RGB Fusion With Adaptive Neurofuzzy Classification for High-Precision Action Recognition. IEEE Access 13: 57287-57310 (2025) - [j14]Irfan Haider, Muhammad Attique Khan, Muhammad Nazir, Saleha Masood, Naoufel Kraiem, Dina Abdulaziz Alhammadi:
An Automated Framework of Superpixels-Saliency Map and Gated Recurrent Unit Deep Convolutional Neural Network for Land Cover and Crops Disease Classification. IEEE Access 13: 76370-76387 (2025) - [j13]Mehrab Rafiq, Naif S. Alshammari, Haifa F. Alhasson, Dina Abdulaziz Alhammadi, Mohammed Alshehri, Ahmad Jalal, Hui Liu:
A Deep Learning Framework for Healthy Lifestyle Monitoring and Outdoor Localization. IEEE Access 13: 118695-118705 (2025) - [j12]Mohammed Alshehri, Laiba Zahoor, Yahya Alqahtani, Abdulmonem Alshahrani, Dina Abdulaziz Alhammadi, Ahmad Jalal, Hui Liu:
Unmanned aerial vehicle based multi-person detection via deep neural network models. Frontiers Neurorobotics 19 (2025) - [j11]Nisreen Innab, Asma Aldrees, Dina Abdulaziz Alhammadi, Abeer Hakeem, Muhammad Umer, Shtwai Alsubai, Silvia Trelova, Imran Ashraf:
AI-Driven Predictive Modeling for Lung Cancer Detection and Management Using Synthetic Data Augmentation and Random Forest Classifier. Int. J. Comput. Intell. Syst. 18(1): 145 (2025) - [j10]Saeed Iqbal, Xiaopin Zhong, Muhammad Attique Khan, Zongze Wu, Dina Abdulaziz Alhammadi, Weixiang Liu, Imran Arshad Choudhry:
Continual and wisdom learning for federated learning: A comprehensive framework for robustness and debiasing. Inf. Process. Manag. 62(5): 104157 (2025) - [j9]Danyal Badar Soomro, Wang Chengliang, Mahmood Ashraf, Dina Abdulaziz Alhammadi, Shtwai Alsubai, Carlo Maria Medaglia, Nisreen Innab, Muhammad Umer:
Automated dual CNN-based feature extraction with SMOTE for imbalanced diabetic retinopathy classification. Image Vis. Comput. 159: 105537 (2025) - [j8]Asma Aldrees, Nihal Abuzinadah, Muhammad Umer, Dina Abdulaziz Alhammadi, Shtwai Alsubai, Raed Alharthi:
Deepfake detection using optimized VGG16-based framework enhanced with LIME for secure digital content. Image Vis. Comput. 162: 105696 (2025) - [j7]Saeed Iqbal, Xiaopin Zhong, Muhammad Attique Khan, Zongze Wu, Dina Abdulaziz Alhammadi, Weixiang Liu:
Family-based continual learning for multi-domain pattern analysis in federated frameworks with GCN and ViT. Neural Networks 192: 107920 (2025) - [j6]Muhammad Waqas Ahmed, Touseef Sadiq, Hameedur Rahman, Sulaiman Abdullah Alateyah, Mohammed Alnusayri, Mohammed Hamad Alatiyyah, Dina Abdulaziz Alhammadi:
MAPE-ViT: multimodal scene understanding with novel wavelet-augmented Vision Transformer. PeerJ Comput. Sci. 11: e2796 (2025) - [j5]Asifa Mehmood Qureshi, Moneerah Alotaibi, Sultan Refa Alotaibi, Dina Abdulaziz Alhammadi, Muhammad Asif Jamal, Ahmad Jalal, Bumshik Lee:
Autonomous vehicle surveillance through fuzzy C-means segmentation and DeepSORT on aerial images. PeerJ Comput. Sci. 11: e2835 (2025) - [j4]Saeed Iqbal, Xiaopin Zhong, Muhammad Attique Khan, Mohammad Shabaz, Zongze Wu, Dina Abdulaziz Alhammadi, Weixiang Liu, Shabbab Ali Algamdi, Yang Li:
Transforming Healthcare Diagnostics With Tensorized Attention and Continual Learning on Multi-Modal Data. IEEE Trans. Consumer Electron. 71(2): 3391-3412 (2025) - [j3]Saeed Iqbal, Xiaopin Zhong, Muhammad Attique Khan, Zongze Wu, Dina Abdulaziz Alhammadi, Weixiang Liu, Imran Arshad Choudhry:
Hierarchical Continual Learning for Domain-Knowledge Retention in Healthcare Federated Learning. IEEE Trans. Consumer Electron. 71(2): 5025-5035 (2025) - 2024
- [j2]Mouazma Batool, Moneerah Alotaibi, Sultan Refa Alotaibi, Dina Abdulaziz Alhammadi, Muhammad Asif Jamal, Ahmad Jalal, Bumshik Lee:
Multimodal Human Action Recognition Framework Using an Improved CNNGRU Classifier. IEEE Access 12: 158388-158406 (2024) - [j1]Inseop Na, Asma Aldrees, Abeer Hakeem, Linda Mohaisen, Muhammad Umer, Dina Abdulaziz Alhammadi, Shtwai Alsubai, Nisreen Innab, Imran Ashraf:
FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model. Frontiers Comput. Neurosci. 18 (2024)
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