FADI
DORNAIKA
Ho Chi Minh City Open University
Ciudad Ho Chi Minh, VietnamPublicaciones en colaboración con investigadoras/es de Ho Chi Minh City Open University (20)
2024
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Data augmentation for deep visual recognition using superpixel based pairwise image fusion
Information Fusion, Vol. 107
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Sample-weighted fused graph-based semi-supervised learning on multi-view data
Information Fusion, Vol. 104
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Scalable and Inductive Semi-supervised Classifier with Sample Weighting Based on Graph Topology
ACM Transactions on Knowledge Discovery from Data, Vol. 18, Núm. 5
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Towards a unified framework for graph-based multi-view clustering
Neural Networks, Vol. 173
2023
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A novel graph-based multi-view spectral clustering: application to X-ray image analysis for COVID-19 recognition
Neural Computing and Applications, Vol. 35, Núm. 29, pp. 22043-22053
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A unified semi-supervised model with joint estimation of graph, soft labels and latent subspace
Neural Networks, Vol. 166, pp. 248-259
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Automatic Quantification of Lung Infection Severity in Chest X-ray Images
IEEE Workshop on Statistical Signal Processing Proceedings
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Boosted Additive Angular Margin Loss for breast cancer diagnosis from histopathological images
Computers in Biology and Medicine, Vol. 166
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Deep data representation with feature propagation for semi-supervised learning
International Journal of Machine Learning and Cybernetics, Vol. 14, Núm. 4, pp. 1303-1316
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Direct multi-view spectral clustering with consistent kernelized graph and convolved nonnegative representation
Artificial Intelligence Review, Vol. 56, Núm. 10, pp. 10987-11015
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From multi-view data features to clusters: a unified approach
Artificial Intelligence Review, Vol. 56, pp. 3821-3852
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Inductive Multi-View Semi-supervised Learning with a Consensus Graph
Cognitive Computation, Vol. 15, Núm. 3, pp. 904-913
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Joint Latent Space and Label Inference Estimation with Adaptive Fused Data and Label Graphs
ACM Transactions on Intelligent Systems and Technology, Vol. 14, Núm. 4
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Joint graph and reduced flexible manifold embedding for scalable semi-supervised learning
Artificial Intelligence Review, Vol. 56, Núm. 9, pp. 9471-9495
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Multi-similarity semi-supervised manifold embedding for facial attractiveness scoring
Soft Computing, Vol. 27, Núm. 8, pp. 5099-5108
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PDAtt-Unet: Pyramid Dual-Decoder Attention Unet for Covid-19 infection segmentation from CT-scans
Medical Image Analysis, Vol. 86
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Simultaneous label inference and discriminant projection estimation through adaptive self-taught graphs
Expert Systems with Applications, Vol. 211
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Single phase multi-view clustering using unified graph learning and spectral representation
Information Sciences, Vol. 645
2022
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A deep learning loss based on additive cosine margin: Application to fashion style and face recognition
Applied Soft Computing, Vol. 131
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Feature and instance selection through discriminant analysis criteria
Soft Computing, Vol. 26, Núm. 24, pp. 13431-13447