Dina Abdulaziz Alhammadi

28 papers Journal 28
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Deep Learning Framework for Healthy Lifestyle Monitoring and Outdoor Localization.
IEEE Access
Mehrab Rafiq, Naif S. Alshammari, Haifa F. Alhasson, Dina Abdulaziz Alhammadi, Mohammed Alshehri, Ahmad Jalal, Hui Liu
2025 J jnl
A Multi-Layers Information Fused Deep Architecture for Skin Cancer Classification in Smart Healthcare.
Comput. Mater. Continua
Veena Dillshad, Muhammad Attique Khan, Muhammad Nazir, Jawad Ahmad, Dina Abdulaziz Alhammadi, Taha Houda, Hee-Chan Cho, Byoungchol Chang
2025 J jnl
A Novel Approach for High-Resolution Coastal Areas and Land Use Recognition From Remote Sensing Images Based on Multimodal Network-Level Fusion of SRAN3 and Lightweight Four Encoders ViT.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Muhammad Kashif Bhatti, Muhammad Attique Khan, Saima Shaheen, Ameer Hamza, Ali Arishi, Dina Abdulaziz Alhammadi, Shabbab Ali Algamdi, Yunyoung Nam
2025 J jnl
A Novel Remote Sensing Recognition Using Modified GMM Segmentation and DenseNet.
IEEE Access
Muhammad Waqas Ahmed, Moneerah Alotaibi, Sultan Refa Alotaibi, Dina Abdulaziz Alhammadi, Asaad Algarni, Ahmad Jalal, Jeongho Cho
2025 J jnl
A novel network-level fused deep learning architecture with shallow neural network classifier for gastrointestinal cancer classification from wireless capsule endoscopy images.
BMC Medical Informatics Decis. Mak.
Muhammad Attique Khan, Usama Shafiq, Ameer Hamza, Anwar M. Mirza, Jamel Baili, Dina Abdulaziz Alhammadi, Hee-Chan Cho, Byoungchol Chang
2025 J jnl
AI-Driven Predictive Modeling for Lung Cancer Detection and Management Using Synthetic Data Augmentation and Random Forest Classifier.
Int. J. Comput. Intell. Syst.
Nisreen Innab, Asma Aldrees, Dina Abdulaziz Alhammadi, Abeer Hakeem, Muhammad Umer, Shtwai Alsubai, Silvia Trelová, Imran Ashraf
2025 J jnl
Advanced Biosignal-RGB Fusion With Adaptive Neurofuzzy Classification for High-Precision Action Recognition.
IEEE Access
Iqra Aijaz Abro, Haifa F. Alhasson, Shuaa S. Alharbi, Mohammed Hamad Alatiyyah, Dina Abdulaziz Alhammadi, Ahmad Jalal, Hui Liu
2025 J jnl
An Automated Framework of Superpixels-Saliency Map and Gated Recurrent Unit Deep Convolutional Neural Network for Land Cover and Crops Disease Classification.
IEEE Access
Irfan Haider, Muhammad Attique Khan, Muhammad Nazir, Saleha Masood, Naoufel Kraiem, Dina Abdulaziz Alhammadi
2025 J jnl
An Effective Approach of Heart Failure Prediction Based on Features Optimization and Multi-Tier Long Short-Term Memory.
IEEE Trans. Consumer Electron.
Tariq Ahmad, Zhenjun Zhang, Jinsong Wu, Yawar Abbas Abid, Dina Abdulaziz Alhammadi, Muhammad Attique Khan
2025 J jnl
Automated dual CNN-based feature extraction with SMOTE for imbalanced diabetic retinopathy classification.
Image Vis. Comput.
Danyal Badar Soomro, Wang Chengliang, Mahmood Ashraf, Dina Abdulaziz Alhammadi, Shtwai Alsubai, Carlo Maria Medaglia, Nisreen Innab, Muhammad Umer
2025 J jnl
Autonomous vehicle surveillance through fuzzy C-means segmentation and DeepSORT on aerial images.
PeerJ Comput. Sci.
Asifa Mehmood Qureshi, Moneerah Alotaibi, Sultan Refa Alotaibi, Dina Abdulaziz Alhammadi, Muhammad Asif Jamal, Ahmad Jalal, Bumshik Lee
2025 J jnl
Continual and wisdom learning for federated learning: A comprehensive framework for robustness and debiasing.
Inf. Process. Manag.
Saeed Iqbal, Xiaopin Zhong, Muhammad Attique Khan, Zongze Wu, Dina Abdulaziz Alhammadi, Weixiang Liu, Imran Arshad Choudhry
2025 J jnl
Deepfake detection using optimized VGG16-based framework enhanced with LIME for secure digital content.
Image Vis. Comput.
Asma Aldrees, Nihal Abuzinadah, Muhammad Umer, Dina Abdulaziz Alhammadi, Shtwai Alsubai, Raed Alharthi
2025 J jnl
Design of Super Resolution and Fuzzy Deep Learning Architecture for the Classification of Land Cover and Landsliding Using Aerial Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junaid Ali Khan, Muhammad Attique Khan, Mohammed Al-Khalidi, Dina Abdulaziz Alhammadi, Areej Alasiry, Mehrez Marzougui, Yudong Zhang, Faheem Khan
2025 J jnl
Family-based continual learning for multi-domain pattern analysis in federated frameworks with GCN and ViT.
Neural Networks
Saeed Iqbal, Xiaopin Zhong, Muhammad Attique Khan, Zongze Wu, Dina Abdulaziz Alhammadi, Weixiang Liu
2025 J jnl
Hierarchical Continual Learning for Domain-Knowledge Retention in Healthcare Federated Learning.
IEEE Trans. Consumer Electron.
Saeed Iqbal, Xiaopin Zhong, Muhammad Attique Khan, Zongze Wu, Dina Abdulaziz Alhammadi, Weixiang Liu, Imran Arshad Choudhry
2025 J jnl
Leaf Classification for Sustainable Agriculture and In-Depth Species Analysis.
IEEE Access
Sara Mumtaz, Shabbab Ali Algamdi, Haifa F. Alhasson, Dina Abdulaziz Alhammadi, Ahmad Jalal, Hui Liu
2025 J jnl
MAPE-ViT: multimodal scene understanding with novel wavelet-augmented Vision Transformer.
PeerJ Comput. Sci.
Muhammad Waqas Ahmed, Touseef Sadiq, Hameedur Rahman, Sulaiman Abdullah Alateyah, Mohammed Alnusayri, Mohammed Hamad Alatiyyah, Dina Abdulaziz Alhammadi
2025 J jnl
MediNet: ensemble transfer learning approach for classification of medical drugs-related text reviews using significant combined-embeddings.
BioData Min.
Tai-Hoon Kim, Asma Aldrees, Dina Abdulaziz Alhammadi, Muhammad Umer, Taoufik Saidani, Shtwai Alsubai, Imran Ashraf
2025 J jnl
Multimodal scene recognition using semantic segmentation and deep learning integration.
PeerJ Comput. Sci.
Aysha Naseer, Mohammed Alnusayri, Haifa F. Alhasson, Mohammed Alatiyyah, Dina Abdulaziz Alhammadi, Ahmad Jalal, Jeongmin Park
2025 J jnl
Nighttime Intelligent UAV-Based Vehicle Detection and Classification Using YOLOv10 and Swin Transformer.
Comput. Mater. Continua
Abdulwahab Alazeb, Muhammad Hanzla, Naif Al Mudawi, Mohammed Alshehri, Haifa F. Alhasson, Dina Abdulaziz Alhammadi, Ahmad Jalal
2025 J jnl
Remote Sensing Imagery for Multi-Stage Vehicle Detection and Classification via YOLOv9 and Deep Learner.
Comput. Mater. Continua
Naif Al Mudawi, Muhammad Hanzla, Abdulwahab Alazeb, Mohammed Alshehri, Haifa F. Alhasson, Dina Abdulaziz Alhammadi, Ahmad Jalal
2025 J jnl
Remote Sensing Surveillance Using Multilevel Feature Fusion and Deep Neural Network.
IEEE Access
Laiba Zahoor, Haifa F. Alhasson, Mohammed Alnusayri, Mohammed Hamad Alatiyyah, Dina Abdulaziz Alhammadi, Ahmad Jalal, Hui Liu
2025 J jnl
Transforming Healthcare Diagnostics With Tensorized Attention and Continual Learning on Multi-Modal Data.
IEEE Trans. Consumer Electron.
Saeed Iqbal, Xiaopin Zhong, Muhammad Attique Khan, Mohammad Shabaz, Zongze Wu, Dina Abdulaziz Alhammadi, Weixiang Liu, Shabbab Ali Algamdi, Yang Li
2025 J jnl
Unmanned aerial vehicle based multi-person detection via deep neural network models.
Frontiers Neurorobotics
Mohammed Alshehri, Laiba Zahoor, Yahya Alqahtani, Abdulmonem Alshahrani, Dina Abdulaziz Alhammadi, Ahmad Jalal, Hui Liu
2024 J jnl
FMANet: Super-Resolution Inverted Bottleneck-Fused Self-Attention Architecture for Remote Sensing Satellite Image Recognition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fatima Rauf, Muhammad Attique Khan, Muhammad Kashif Bhatti, Ameer Hamza, Aliya Aleryani, Monia Turki-Hadj Alouane, Dina Abdulaziz Alhammadi, Yunyoung Nam
2024 J jnl
FacialNet: facial emotion recognition for mental health analysis using UNet segmentation with transfer learning model.
Frontiers Comput. Neurosci.
Inseop Na, Asma Aldrees, Abeer Hakeem, Linda Mohaisen, Muhammad Umer, Dina Abdulaziz Alhammadi, Shtwai Alsubai, Nisreen Innab, Imran Ashraf
2024 J jnl
Multimodal Human Action Recognition Framework Using an Improved CNNGRU Classifier.
IEEE Access
Mouazma Batool, Moneerah Alotaibi, Sultan Refa Alotaibi, Dina Abdulaziz Alhammadi, Muhammad Asif Jamal, Ahmad Jalal, Bumshik Lee