Fadi Dornaika

University of the Basque Country — Spain

Computer Science · Physical Sciences

35h-index4.9kcitations425works2.82yr avg
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Research Topics

Face and Expression Recognition(172), Face recognition and analysis(114), Advanced Image and Video Retrieval Techniques(75), Video Surveillance and Tracking Methods(61), Advanced Vision and Imaging(54)

Publications423 total

A Semi-Supervised Neural Framework for Real-Time Drowsiness Detection Using Facial Cues
IEEE Access·2026· 1 citedOpen Access
Enhancing Semi-Supervised Multi-View Graph Convolutional Networks via Supervised Contrastive Learning and Self-Training
arXiv (Cornell University)·2025Open Access
Model-Agnostic Fairness Regularization for GNNs with Incomplete Sensitive Information
arXiv (Cornell University)·2025Open Access
MCFCN: Multi-View Clustering via a Fusion-Consensus Graph Convolutional Network
arXiv (Cornell University)·2025Open Access
A Re-Node self-training approach for deep graph-based semi-supervised classification on multi-view image data
Information Fusion·2025Open Access
Integrating ConvNeXt and vision transformers for enhancing facial age estimation
Computer Vision and Image Understanding·2025· 1 citedOpen Access
Robust Deep Learning for MRI-Based Alzheimer's Disease Detection: Overcoming Real-World Imaging Challenges
2025
Comparative Analysis of Convolutional Neural Networks and Vision Transformers for White Blood Cell Classification in Medical Imaging
2025
Lung Infection Severity Prediction Using Transformers with Conditional TransMix Augmentation and Cross-Attention
arXiv (Cornell University)·2025Open Access
Edge Artificial Intelligence: A Systematic Review of Evolution, Taxonomic Frameworks, and Future Horizons
arXiv (Cornell University)·2025Open Access
Enhanced Arabic Text Retrieval with Attentive Relevance Scoring
2025
A comprehensive review of facial beauty prediction using deep learning techniques
Engineering Applications of Artificial Intelligence·2025· 3 citedOpen Access
Towards dynamic self-training for scalable semi-supervised learning on graphs
Neurocomputing·2025Open Access
Enhanced Arabic Text Retrieval with Attentive Relevance Scoring
arXiv (Cornell University)·2025Open Access
SegDT: A Diffusion Transformer-Based Segmentation Model for Medical Imaging
ArXiv.org·2025Open Access
Linear projection fused graph-based semi-supervised learning on multi-view data
Artificial Intelligence Review·2025Open Access
Multi-view learning with graph convolution networks adopting diverse graphs and genuine deep feature fusion
Artificial Intelligence Review·2025· 1 citedOpen Access
Metric learning-enhanced semi-supervised Graph Convolutional Network for multi-view learning
Information Fusion·2025
Transformer-Based Lung Infection Severity Prediction with Cross Attention and Conditional TransMix Augmentation
2025Open Access
Parallel VMamba and Attention-Based Pneumonia Severity Prediction from CXRs: A Robust Model with Segmented Lung Replacement Augmentation
Diagnostics·2025· 1 citedOpen Access
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Frequent Co-authors

Yassine Ruichek(6), Salah Eddine Bekhouche(5), Abdelmalik Moujahid(5), Ignacio Arganda‐Carreras(5), Alireza Bosaghzadeh(5), Abdelmalik Taleb‐Ahmed(4), Abdelmalik Taleb‐Ahmed(4), Y. El Traboulsi(4), Franck Davoine(4), Abdelkrim Ouafi(3), Fares Bougourzi(3), Karim Hammoudi(3), Azeddine Benlamoudi(2), Djamel Samai(2), Abdenour Hadid(2), Radu Horaud(2), Bogdan Raducanu(2), Jörgen Ahlberg(2), Sally El Hajjar(2), Fahed Abdallah(2)