Fadi Dornaika

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 190

Top Venues

Grenoble Institute of Technology, France (PHD)

Education History

Grenoble Institute of Technology, France

PHD

Publications

Fares Bougourzi, Féryal Windal Moulaï, Halim Benhabiles, Fadi Dornaika, Abdelmalik Taleb-Ahmed
Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans. CoRR (2024)
Jingjun Bi, Fadi Dornaika
Sample-weighted fused graph-based semi-supervised learning on multi-view data. Inf. Fusion 104 (2024)
Fares Bougourzi, Fadi Dornaika, Cosimo Distante, Abdelmalik Taleb-Ahmed
D-TrAttUnet: Toward hybrid CNN-transformer architecture for generic and subtle segmentation in medical images. Comput. Biol. Medicine 176 (2024)
Bouthaina Slika, Fadi Dornaika, Hamid Merdji, Karim Hammoudi
Lung pneumonia severity scoring in chest X-ray images using transformers. Medical Biol. Eng. Comput. 62 (8) (2024)
Mahdi Tavassoli Kejani, Fadi Dornaika, Jean-Michel Loubes
Fair Graph Neural Network with Supervised Contrastive Regularization. CoRR (2024)
Fadi Dornaika, Abdullah Baradaaji
Joint Label Propagation, Graph and Latent Subspace Estimation for Semi-supervised Classification. Cogn. Comput. 16 (3) (2024)
Fares Bougourzi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Vinh Truong Hoang
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging. CoRR (2024)
Fares Bougourzi, Fadi Dornaika, Cosimo Distante, Abdelmalik Taleb-Ahmed
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical Images. CoRR (2024)
Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Abdenour Hadid, Suman Chaudhary, Wanting Yang, Yan Qiang, Talha Anwar, Mihaela Elena Breaban, Chih-Chung Hsu, Shen-Chieh Tai, Shao-Ning Chen, Davide Tricarico, Hafiza Ayesha Hoor Chaudhry, Attilio Fiandrotti, Marco Grangetto, Maria Ausilia Napoli Spatafora, Alessandro Ortis, Sebastiano Battiato
COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge. Sensors 24 (5) (2024)
D. Sun, Fadi Dornaika, Jinan Charafeddine
LCAMix: Local-and-contour aware grid mixing based data augmentation for medical image segmentation. Inf. Fusion 110 (2024)
Charbel Geryes Aoun, Noura Mansour, Fadi Dornaika, Loïc Lagadec
Environmental Constraints for Intelligent Internet of Deep-Sea/Underwater Things Relying on Enterprise Architecture Approach. Sensors 24 (8) (2024)
Marwa Afnouch, Fares Bougourzi, Olfa Gaddour, Fadi Dornaika, Abdelmalik Taleb-Ahmed
Artificial Intelligence in Bone Metastasis Analysis: Current Advancements, Opportunities and Challenges. CoRR (2024)
Fares Bougourzi, Fadi Dornaika, Amir Nakib, Abdelmalik Taleb-Ahmed
Emb-trattunet: a novel edge loss function and transformer-CNN architecture for multi-classes pneumonia infection segmentation in low annotation regimes. Artif. Intell. Rev. 57 (4) (2024)
Zoulfikar Ibrahim, Alireza Bosaghzadeh, Fadi Dornaika
Large Scale Graph Construction and Label Propagation. VISIGRAPP (2): VISAPP (2024)
D. Sun, Fadi Dornaika
Data augmentation for deep visual recognition using superpixel based pairwise image fusion. Inf. Fusion 107 (2024)
Fadi Dornaika, Sally El Hajjar
Towards a unified framework for graph-based multi-view clustering. Neural Networks 173 (2024)
Fadi Dornaika, Zoulfikar Ibrahim, Alireza Bosaghzadeh
Scalable and Inductive Semi-supervised Classifier with Sample Weighting Based on Graph Topology. ACM Trans. Knowl. Discov. Data 18 (5) (2024)
Najmeh Ziraki, Alireza Bosaghzadeh, Fadi Dornaika
Semi-Supervised Learning for Multi-View Data Classification and Visualization. Inf. 15 (7) (2024)
Fadi Dornaika, Zoulfikar Ibrahim, Alireza Bosaghzadeh
Overcoming graph topology imbalance for inductive and scalable semi-supervised learning. Appl. Soft Comput. 151 (2024)
Danyang Sun, Fadi Dornaika
Image Augmentation Preserving Object Parts Using Superpixels of Variable Granularity. VISIGRAPP (2): VISAPP (2024)
Fadi Dornaika, Danyang Sun
LGCOAMix: Local and Global Context-and-Object-Part-Aware Superpixel-Based Data Augmentation for Deep Visual Recognition. IEEE Trans. Image Process. 33 (2024)
Fadi Dornaika
One-step Multi-view Clustering with Consensus Graph and Data Representation Convolution. ACM Trans. Intell. Syst. Technol. 15 (1) (2024)
Fadi Dornaika, Sally El Hajjar, Jinan Charafeddine
Towards unsupervised radiograph clustering for COVID-19: The use of graph-based multi-view clustering. Eng. Appl. Artif. Intell. 133 (2024)
Mohamad Abou Ali, Fadi Dornaika, Ignacio Arganda-Carreras
White Blood Cell Classification: Convolutional Neural Network (CNN) and Vision Transformer (ViT) under Medical Microscope. Algorithms 16 (11) (2023)
Fadi Dornaika, Radu Horaud
Simultaneous Robot-World and Hand-Eye Calibration. CoRR (2023)
Pendar Alirezazadeh, Fadi Dornaika
Boosted Additive Angular Margin Loss for breast cancer diagnosis from histopathological images. Comput. Biol. Medicine 166 (2023)
Jingjun Bi, Fadi Dornaika
A Comprehensive Deep Semi-supervised Graph Learning Approach Incorporating Node Re-weighting and Manifold Regularization. AAIA (2023)
Bouthaina Slika, Fadi Dornaika, Karim Hammoudi, Vinh Truong Hoang
Automatic Quantification of Lung Infection Severity in Chest X-ray Images. SSP (2023)
Fadi Dornaika, Sally El Hajjar
Direct multi-view spectral clustering with consistent kernelized graph and convolved nonnegative representation. Artif. Intell. Rev. 56 (10) (2023)
Fadi Dornaika
From multi-view data features to clusters: a unified approach. Artif. Intell. Rev. 56 (Supplement 3) (2023)
Fadi Dornaika, Jihad Mohamad Al Ja'am, Alireza Bosaghzadeh, Zoulfikar Ibrahim, Nagore Barrena
Scalable Semi-Supervised Learning through Combined Anchor-based Graph and Flexible Manifold Embedding. ICCA (2023)
Fadi Dornaika
Deep, Flexible Data Embedding with Graph-Based Feature Propagation for Semi-supervised Classification. Cogn. Comput. 15 (1) (2023)
Fadi Dornaika, Vinh Truong Hoang
A novel graph-based multi-view spectral clustering: application to X-ray image analysis for COVID-19 recognition. Neural Comput. Appl. 35 (29) (2023)
Fadi Dornaika, Vinh Truong Hoang
Deep data representation with feature propagation for semi-supervised learning. Int. J. Mach. Learn. Cybern. 14 (4) (2023)
Fares Bougourzi, Fadi Dornaika, Amir Nakib, Cosimo Distante, Abdelmalik Taleb-Ahmed
2D and 3D CNN-Based Fusion Approach for COVID-19 Severity Prediction from 3D CT-Scans. CoRR (2023)
Radu Horaud, Fadi Dornaika
Hand-Eye Calibration. CoRR (2023)
Fadi Dornaika, Sally El Hajjar
Single phase multi-view clustering using unified graph learning and spectral representation. Inf. Sci. 645 (2023)
Najmeh Ziraki, Alireza Bosaghzadeh, Fadi Dornaika, Zoulfikar Ibrahim, Nagore Barrena
Inductive Multi-View Semi-supervised Learning with a Consensus Graph. Cogn. Comput. 15 (3) (2023)
Fadi Dornaika, Abdullah Baradaaji
A unified semi-supervised model with joint estimation of graph, soft labels and latent subspace. Neural Networks 166 (2023)
Fadi Dornaika
Multi-similarity semi-supervised manifold embedding for facial attractiveness scoring. Soft Comput. 27 (8) (2023)
Fares Bougourzi, Fadi Dornaika, Amir Nakib, Cosimo Distante, Abdelmalik Taleb-Ahmed
Deep-Covid-SEV: an Ensemble 2D and 3D CNN-Based Approach for Covid-19 Severity Prediction from 3D CT-SCANS. ICASSP Workshops (2023)
Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed
D-TrAttUnet: Dual-Decoder Transformer-Based Attention Unet Architecture for Binary and Multi-classes Covid-19 Infection Segmentation. CoRR (2023)
Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed
PDAtt-Unet: Pyramid Dual-Decoder Attention Unet for Covid-19 infection segmentation from CT-scans. Medical Image Anal. 86 (2023)
Khamis Houfar, Djamel Samai, Fadi Dornaika, Azeddine Benlamoudi, Khaled Bensid, Abdelmalik Taleb-Ahmed
Automatically weighted binary multi-view clustering via deep initialization (AW-BMVC). Pattern Recognit. 137 (2023)
Fadi Dornaika, Abdullah Baradaaji, Jinan Charafeddine
Semi-supervised Classification through Data and Label Graph Fusion. ICCA (2023)
Fares Bougourzi, Fadi Dornaika, Nagore Barrena, Cosimo Distante, Abdelmalik Taleb-Ahmed
CNN based facial aesthetics analysis through dynamic robust losses and ensemble regression. Appl. Intell. 53 (9) (2023)
D. Elhani, Ahmed Chaouki Megherbi, Athmane Zitouni, Fadi Dornaika, Salim Sbaa, A. Taleb-Ahmed
Optimizing convolutional neural networks architecture using a modified particle swarm optimization for image classification. Expert Syst. Appl. 229 (Part A) (2023)
Bouthaina Slika, Fadi Dornaika, Hamid Merdji, Karim Hammoudi
Vision Transformer-based Model for Severity Quantification of Lung Pneumonia Using Chest X-ray Images. CoRR (2023)
Abdullah Baradaaji, Fadi Dornaika
Joint Latent Space and Label Inference Estimation with Adaptive Fused Data and Label Graphs. ACM Trans. Intell. Syst. Technol. 14 (4) (2023)
Fadi Dornaika, Abdullah Baradaaji, Vinh Truong Hoang
Simultaneous label inference and discriminant projection estimation through adaptive self-taught graphs. Expert Syst. Appl. 211 (2023)
Radu Horaud, Fadi Dornaika, Bernard Espiau
Visually Guided Object Grasping. CoRR (2023)
Zoulfikar Ibrahim, Alireza Bosaghzadeh, Fadi Dornaika
Joint graph and reduced flexible manifold embedding for scalable semi-supervised learning. Artif. Intell. Rev. 56 (9) (2023)
Fadi Dornaika, Jingjun Bi, Chongsheng Zhang
A unified deep semi-supervised graph learning scheme based on nodes re-weighting and manifold regularization. Neural Networks 158 (2023)
Mohamad Abou Ali, Fadi Dornaika, Ignacio Arganda-Carreras
Blood Cell Revolution: Unveiling 11 Distinct Types with 'Naturalize' Augmentation. Algorithms 16 (12) (2023)
Fadi Dornaika, D. Sun, Karim Hammoudi, Jinan Charafeddine, Adnane Cabani, C. Zhang
Object-centric Contour-aware Data Augmentation Using Superpixels of Varying Granularity. Pattern Recognit. 139 (2023)
Fares Bougourzi, Fadi Dornaika, Abdelmalik Taleb-Ahmed
Deep learning based face beauty prediction via dynamic robust losses and ensemble regression. Knowl. Based Syst. 242 (2022)
S. El Hajjar, Fadi Dornaika, Fahed Abdallah
Multi-view spectral clustering via constrained nonnegative embedding. Inf. Fusion 78 (2022)
Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed
CNR-IEMN-CD and CNR-IEMN-CSD Approaches for Covid-19 Detection and Covid-19 Severity Detection from 3D CT-scans. ECCV Workshops (7) (2022)
Fadi Dornaika, Abdullah Baradaaji, Youssof El Traboulsi
Joint Label Inference and Discriminant Embedding. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Salah Eddine Bekhouche, Yassine Ruichek, Fadi Dornaika
Driver drowsiness detection in video sequences using hybrid selection of deep features. Knowl. Based Syst. 252 (2022)
Sally El Hajjar, Fadi Dornaika, Fahed Abdallah
One-step multi-view spectral clustering with cluster label correlation graph. Inf. Sci. 592 (2022)
Fadi Dornaika, A. Khoder, Abdelmalik Moujahid, W. Khoder
A supervised discriminant data representation: application to pattern classification. Neural Comput. Appl. 34 (19) (2022)
S. El Hajjar, Fadi Dornaika, Fahed Abdallah, N. Barrena
Consensus graph and spectral representation for one-step multi-view kernel based clustering. Knowl. Based Syst. 241 (2022)
Fadi Dornaika, A. Khoder, W. Khoder
Data representation via refined discriminant analysis and common class structure. Neurocomputing 483 (2022)
Fadi Dornaika
On the use of high-order feature propagation in Graph Convolution Networks with Manifold Regularization. Inf. Sci. 584 (2022)
Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi
SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data. J. Heal. Informatics Res. 6 (4) (2022)
Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi
SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation. CoRR (2022)
Selma Trabelsi, Djamel Samai, Fadi Dornaika, Azeddine Benlamoudi, Khaled Bensid, Abdelmalik Taleb-Ahmed
Efficient palmprint biometric identification systems using deep learning and feature selection methods. Neural Comput. Appl. 34 (14) (2022)
I. Serraoui, Oualid Laiadi, Abdelmalik Ouamane, Fadi Dornaika, Abdelmalik Taleb-Ahmed
Knowledge-based tensor subspace analysis system for kinship verification. Neural Networks 151 (2022)
Maria Al Jreidy, Joseph Constantin, Fadi Dornaika, Denis Hamad
Graph Convolution Networks for Unsupervised Learning. SADASC (2022)
Fadi Dornaika, Abdelmalik Moujahid
Multi-View Graph Fusion for Semi-Supervised Learning: Application to Image-Based Face Beauty Prediction. Algorithms 15 (6) (2022)
Sally El Hajjar, Fadi Dornaika, Fahed Abdallah, Hichem Omrani
Multi-view Spectral Clustering via Integrating Label and Data Graph Learning. ICIAP (3) (2022)
Pendar Alirezazadeh, Fadi Dornaika, Abdelmalik Moujahid
Deep Learning with Discriminative Margin Loss for Cross-Domain Consumer-to-Shop Clothes Retrieval. Sensors 22 (7) (2022)
Sally El Hajjar, Fadi Dornaika, Fahed Abdallah
Detection of COVID-19 in X-Ray Images Using Constrained Multi-view Spectral Clustering. SADASC (2022)
Najmeh Ziraki, Fadi Dornaika, Alireza Bosaghzadeh
Multiple-view flexible semi-supervised classification through consistent graph construction and label propagation. Neural Networks 146 (2022)
Fadi Dornaika, Abdelmalik Moujahid
Feature and instance selection through discriminant analysis criteria. Soft Comput. 26 (24) (2022)
Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed
Ensemble CNN models for Covid-19 Recognition and Severity Perdition From 3D CT-scan. CoRR (2022)
Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Abdenour Hadid
ILC-Unet++ for Covid-19 Infection Segmentation. ICIAP Workshops (2022)
Pendar Alirezazadeh, Fadi Dornaika, Abdelmalik Moujahid
A deep learning loss based on additive cosine margin: Application to fashion style and face recognition. Appl. Soft Comput. 131 (2022)
Aitor Almeida, Unai Bermejo, Aritz Bilbao, Gorka Azkune, Unai Aguilera, Mikel Emaldi, Fadi Dornaika, Ignacio Arganda-Carreras
A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments. Sensors 22 (3) (2022)
Xabier Lekunberri, Jon Ruiz, Iñaki Quincoces, Fadi Dornaika, Ignacio Arganda-Carreras, Jose A. Fernandes
Identification and measurement of tropical tuna species in purse seiner catches using computer vision and deep learning. Ecol. Informatics 67 (2022)
O. Guehairia, Fadi Dornaika, Abdelmalik Ouamane, Abdelmalik Taleb-Ahmed
Facial age estimation using tensor based subspace learning and deep random forests. Inf. Sci. 609 (2022)
Salah Eddine Bekhouche, Ibrahim Kajo, Yassine Ruichek, Fadi Dornaika
Spatiotemporal CNN with Pyramid Bottleneck Blocks: Application to eye blinking detection. Neural Networks 152 (2022)
Ilyes Bendjoudi, Frédéric Vanderhaegen, Denis Hamad, Fadi Dornaika
Multi-label, multi-task CNN approach for context-based emotion recognition. Inf. Fusion 76 (2021)
Ruifeng Zhu, Fadi Dornaika, Yassine Ruichek
Inductive semi-supervised learning with Graph Convolution based regression. Neurocomputing 434 (2021)
A. Khoder, Fadi Dornaika
An enhanced approach to the robust discriminant analysis and class sparsity based embedding. Neural Networks 136 (2021)
Fadi Dornaika
Flexible data representation with feature convolution for semi-supervised learning. Appl. Intell. 51 (11) (2021)
Fawzi Khattar, Franck Luthon, Benoit Larroque, Fadi Dornaika
Visual localization and servoing for drone use in indoor remote laboratory environment. Mach. Vis. Appl. 32 (1) (2021)
Hichem Telli, Salim Sbaa, Salah Eddine Bekhouche, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Miguel Bordallo López
A Novel Multi-Level Pyramid Co-Variance Operators for Estimation of Personality Traits and Job Screening Scores. Traitement du Signal 38 (3) (2021)
Saeedeh Bahrami, Fadi Dornaika, Alireza Bosaghzadeh
Joint auto-weighted graph fusion and scalable semi-supervised learning. Inf. Fusion 66 (2021)
Fares Bougourzi, Cosimo Distante, Abdelkrim Ouafi, Fadi Dornaika, Abdenour Hadid, Abdelmalik Taleb-Ahmed
Per-COVID-19: A Benchmark Dataset for COVID-19 Percentage Estimation from CT-Scans. J. Imaging 7 (9) (2021)
Fadi Dornaika
Flexible data representation with graph convolution for semi-supervised learning. Neural Comput. Appl. 33 (12) (2021)
Fadi Dornaika, A. Baradaaji, Youssof El Traboulsi
Semi-supervised classification via simultaneous label and discriminant embedding estimation. Inf. Sci. 546 (2021)
Fadi Dornaika
Multi-layer linear embedding with feature subset selection. Knowl. Inf. Syst. 63 (4) (2021)
A. Khoder, Fadi Dornaika
Ensemble learning via feature selection and multiple transformed subsets: Application to image classification. Appl. Soft Comput. 113 (Part) (2021)
Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, Dominique Collard, Arnaud Scherpereel
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19. J. Medical Syst. 45 (7) (2021)
A. Khoder, Fadi Dornaika
A hybrid discriminant embedding with feature selection: application to image categorization. Appl. Intell. 51 (6) (2021)
Fadi Dornaika
Elastic Embedding through Graph Convolution-based Regression for Semi-supervised Classification. ACM Trans. Knowl. Discov. Data 15 (4) (2021)
Fadi Dornaika
Joint feature and instance selection using manifold data criteria: application to image classification. Artif. Intell. Rev. 54 (3) (2021)
Jon Goenetxea, Luis Unzueta, Unai Elordi, Oihana Otaegui, Fadi Dornaika
Efficient Multi-task based Facial Landmark and Gesture Detection in Monocular Images. VISIGRAPP (5: VISAPP) (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fadi Dornaika