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- Fadi Dornaika
University of the Basque Country, San Sebastian, Spain
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Publication search results
found 303 matches
- 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): 90 (2024) - Fadi Dornaika, Zoulfikar Ibrahim, Alireza Bosaghzadeh:
Overcoming graph topology imbalance for inductive and scalable semi-supervised learning. Appl. Soft Comput. 151: 111164 (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: 108336 (2024) - Jingjun Bi, Fadi Dornaika:
Sample-weighted fused graph-based semi-supervised learning on multi-view data. Inf. Fusion 104: 102175 (2024) - Fadi Dornaika, Sally El Hajjar:
Towards a unified framework for graph-based multi-view clustering. Neural Networks 173: 106197 (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): 2433 (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): 1557 (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: 205-215 (2024) - Fadi Dornaika:
One-step Multi-view Clustering with Consensus Graph and Data Representation Convolution. ACM Trans. Intell. Syst. Technol. 15(1): 6:1-6:24 (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): 133:1-133:18 (2024) - Zoulfikar Ibrahim, Alireza Bosaghzadeh, Fadi Dornaika:
Large Scale Graph Construction and Label Propagation. VISIGRAPP (2): VISAPP 2024: 702-709 - Danyang Sun, Fadi Dornaika:
Image Augmentation Preserving Object Parts Using Superpixels of Variable Granularity. VISIGRAPP (2): VISAPP 2024: 710-717 - 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 abs/2403.11338 (2024) - Mahdi Tavassoli Kejani, Fadi Dornaika, Jean-Michel Loubes:
Fair Graph Neural Network with Supervised Contrastive Regularization. CoRR abs/2404.06090 (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 abs/2404.18199 (2024) - Marwa Afnouch, Fares Bougourzi, Olfa Gaddour, Fadi Dornaika, Abdelmalik Taleb-Ahmed:
Artificial Intelligence in Bone Metastasis Analysis: Current Advancements, Opportunities and Challenges. CoRR abs/2404.19598 (2024) - 2023
- Fadi Dornaika:
From multi-view data features to clusters: a unified approach. Artif. Intell. Rev. 56(Supplement 3): 3821-3852 (2023) - Fadi Dornaika, Sally El Hajjar:
Direct multi-view spectral clustering with consistent kernelized graph and convolved nonnegative representation. Artif. Intell. Rev. 56(10): 10987-11015 (2023) - Zoulfikar Ibrahim, Alireza Bosaghzadeh, Fadi Dornaika:
Joint graph and reduced flexible manifold embedding for scalable semi-supervised learning. Artif. Intell. Rev. 56(9): 9471-9495 (2023) - 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): 525 (2023) - Mohamad Abou Ali, Fadi Dornaika, Ignacio Arganda-Carreras:
Blood Cell Revolution: Unveiling 11 Distinct Types with 'Naturalize' Augmentation. Algorithms 16(12): 562 (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): 10825-10842 (2023) - Pendar Alirezazadeh, Fadi Dornaika:
Boosted Additive Angular Margin Loss for breast cancer diagnosis from histopathological images. Comput. Biol. Medicine 166: 107528 (2023) - Fadi Dornaika:
Deep, Flexible Data Embedding with Graph-Based Feature Propagation for Semi-supervised Classification. Cogn. Comput. 15(1): 1-12 (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): 904-913 (2023) - Fadi Dornaika, Abdullah Baradaaji, Vinh Truong Hoang:
Simultaneous label inference and discriminant projection estimation through adaptive self-taught graphs. Expert Syst. Appl. 211: 118480 (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): 120411 (2023) - Fadi Dornaika, Sally El Hajjar:
Single phase multi-view clustering using unified graph learning and spectral representation. Inf. Sci. 645: 119366 (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: 102797 (2023) - Fadi Dornaika, Vinh Truong Hoang:
Deep data representation with feature propagation for semi-supervised learning. Int. J. Mach. Learn. Cybern. 14(4): 1303-1316 (2023)
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