Nouf Abdullah Almujally

Princess Nourah bint Abdulrahman University — Saudi Arabia

Computer Science · Physical Sciences

19h-index1.1kcitations95works9.12yr avg
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Research Topics

Video Surveillance and Tracking Methods(12), Knowledge Management and Sharing(12), Advanced Neural Network Applications(11), Context-Aware Activity Recognition Systems(10), Human Pose and Action Recognition(9)

Publications95 total

TADynFed: Dynamic modality-adaptive federated learning with tissue-aware disentanglement for cross-disease analysis
Artificial Intelligence in Medicine·2026
Complex interaction recognition <i>via</i> advanced multilevel feature fusion and deep learning model
PeerJ Computer Science·2026Open Access
Enhancing scene understanding using RGB‐D visuals and deep learning segmentation models
ETRI Journal·2026Open Access
Hybrid Quantum Gate Enabled CNN Framework with Optimized Features for Human-Object Detection and Recognition
Computers, materials & continua/Computers, materials & continua (Print)·2026Open Access
Pixel to 3D Voxel Reconstruction Using Octree-Based Network and Deep Learning
Traitement du signal·2025Open Access
Intelligent Human Interaction Recognition with Multi-Modal Feature Extraction and Bidirectional LSTM
Computers, materials & continua/Computers, materials & continua (Print)·2025Open Access
Transformer-Driven Multimodal for Human-Object Detection and Recognition for Intelligent Robotic Surveillance
Computers, materials & continua/Computers, materials & continua (Print)·2025Open Access
SiWformer: multi-scale feature fusion via discrete wavelet transform and vision transformer
Signal Image and Video Processing·2025· 1 citedOpen Access
Cross-modal invariant learning with latent diffusion for reliable medical diagnosis under dynamic shifts
Neurocomputing·2025Open Access
Optimizing agricultural health using a compact convolutional transformer model for plant disease detection
CABI Agriculture and Bioscience·2025Open Access
Wearable Sensor-Based Human Activity Recognition for Smart Healthcare and Behavior Monitoring over Efficient Feature Selection and MLP
Traitement du signal·2025
Aerial Images for Intelligent Vehicle Detection and Classification via YOLOv11 and Deep Learner
Computers, materials & continua/Computers, materials & continua (Print)·2025Open Access
Trans RCED-UNet3+: a hybrid CNN-transformer model for precise lung nodule segmentation
Frontiers in Oncology·2025Open Access
UAV-based intelligent traffic surveillance using recurrent neural networks and Swin transformer for dynamic environments
Frontiers in Neurorobotics·2025· 10 citedOpen Access
Core unlearning: A multi-modal gradient-efficient architecture for exact and approximate model rewriting
Information Processing & Management·2025
Gastrointestinal tract disease classification from wireless capsule endoscopy images based on deep learning information fusion and Newton Raphson controlled marine predator algorithm
Scientific Reports·2025· 1 citedOpen Access
Retraction notice to "Localization and grading of NPDR lesions using ResNet-18-YOLOv8 model and informative features selection for DR classification based on transfer learning" [Heliyon 10 (2024) e30954]
Heliyon·2025Open Access
Multimodal Siamese networks for dementia detection from speech in women
Scientific Reports·2025Open Access
Integrated neural network framework for multi-object detection and recognition using UAV imagery
Frontiers in Neurorobotics·2025· 11 citedOpen Access
A novel multi-modal rehabilitation monitoring over human motion intention recognition
Frontiers in Bioengineering and Biotechnology·2025· 15 citedOpen Access
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Frequent Co-authors

Abdulwahab Alazeb(14), Ahmad Jalal(14), Asaad Algarni(14), Naif Al Mudawi(13), Mohammed Alonazi(6), Saud S. Alotaibi(6), Muhammad Attique Khan(5), Hui Liu(5), Jeongmin Park(5), Majed Alhaisoni(4), Huda Alrashidi(4), Hameedur Rahman(4), Muhammad Hanzla(4), Mohammed S. Alshehri(4), Yahya Alqahtani(4), Jaehyuk Cha(3), Asifa Mehmood Qureshi(3), Muhammad Umer(3), Touseef Sadiq(3), Mike Joy(3)