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Lightweight-VGG: A Fast Deep Learning Architecture Based on Dimensionality Reduction and Nonlinear Enhancement for Hyperspectral Image Classification

Remote sensing (Basel, Switzerland), 2024-01, Vol.16 (2), p.259

2024

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Cerebral small vessel disease: Pathological mechanisms and potential therapeutic targets

Frontiers in aging neuroscience, 2022-08, Vol.14, p.961661-961661

2022

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A Survey on Feature Selection

Procedia computer science, 2016, Vol.91, p.919-926

2016

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Feature Selection With \ell Regularization

IEEE transaction on neural networks and learning systems, 2018-10, Vol.29 (10), p.4967-4982

2018

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Total Variation Regularized Low-Rank Model With Directional Information for Hyperspectral Image Restoration

IEEE access, 2021, Vol.9, p.84156-84169

2021

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Graph-Based Clustering via Group Sparsity and Manifold Regularization

IEEE access, 2019, Vol.7, p.172123-172135

2019

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A New Local Knowledge-Based Collaborative Representation for Image Recognition

IEEE access, 2020, Vol.8, p.81069-81079

2020

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Transformed ℓ1 regularization for learning sparse deep neural networks

Neural networks, 2019-11, Vol.119, p.286-298

2019

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IWNeXt: an image-wavelet domain ConvNeXt-based network for self-supervised multi-contrast MRI reconstruction

Physics in medicine & biology, 2024-04, Vol.69 (8), p.85005

2024

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Graph regularized locally linear embedding for unsupervised feature selection

Pattern recognition, 2022-02, Vol.122, p.108299, Article 108299

2022

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Sparse matrix factorization with L2,1 norm for matrix completion

Pattern recognition, 2022-07, Vol.127, Article 108655

2022

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Training Compact DNNs with ℓ1/2 Regularization

Pattern recognition, 2023-04, Vol.136, Article 109206

2023

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Training Compact DNNs with ℓ 1 / 2 Regularization

Pattern recognition, 2023-04, Vol.136, p.109206, Article 109206

2023

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The genesis of sandstone-type uranium deposits in the Ordos Basin, NW China: constraints provided by fluid inclusions and stable isotopes

International geology review, 2009-05, Vol.51 (5), p.422-455

2009

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Unsupervised feature selection by non-convex regularized self-representation

Expert systems with applications, 2021-07, Vol.173, p.114643, Article 114643

2021

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Sparse matrix factorization with L 2 , 1 norm for matrix completion

Pattern recognition, 2022-07, Vol.127, p.108655, Article 108655

2022

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Explicit unsupervised feature selection based on structured graph and locally linear embedding

Expert systems with applications, 2024-12, Vol.255, p.124568, Article 124568

2024

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Multi-task feature selection with sparse regularization to extract common and task-specific features

Neurocomputing (Amsterdam), 2019-05, Vol.340, p.76-89

2019

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Fast kernel extreme learning machine for ordinal regression

Knowledge-based systems, 2019-08, Vol.177, p.44-54

2019

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DC-SiamNet: Deep contrastive Siamese network for self-supervised MRI reconstruction

Computers in biology and medicine, 2023-12, Vol.167, p.107619-107619, Article 107619

2023

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Feature selection with MCP \[^2\] regularization

Neural computing & applications, 2019-10, Vol.31 (10), p.6699-6709

2019

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Feature selection with MCP2 regularization

Neural computing & applications, 2019-10, Vol.31 (10), p.6699-6709

2019

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Research on Graph Neural Network in Stock Market

Procedia computer science, 2022, Vol.214, p.786-792

2022

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Transformed ℓ 1 regularization for learning sparse deep neural networks

Neural networks, 2019-11, Vol.119, p.286-298

2019

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Self-paced non-convex regularized analysis–synthesis dictionary learning for unsupervised feature selection

Knowledge-based systems, 2022-04, Vol.241, p.108279, Article 108279

2022

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Lightweight-VGG: A Fast Deep Learning Architecture Based on Dimensionality Reduction and Nonlinear Enhancement for Hyperspectral Image Classification

Cerebral small vessel disease: Pathological mechanisms and potential therapeutic targets

A Survey on Feature Selection

Feature Selection With \ell Regularization

Total Variation Regularized Low-Rank Model With Directional Information for Hyperspectral Image Restoration

Graph-Based Clustering via Group Sparsity and Manifold Regularization

A New Local Knowledge-Based Collaborative Representation for Image Recognition

Transformed ℓ1 regularization for learning sparse deep neural networks

IWNeXt: an image-wavelet domain ConvNeXt-based network for self-supervised multi-contrast MRI reconstruction

Graph regularized locally linear embedding for unsupervised feature selection

Sparse matrix factorization with L2,1 norm for matrix completion

Training Compact DNNs with ℓ1/2 Regularization

Training Compact DNNs with ℓ 1 / 2 Regularization

The genesis of sandstone-type uranium deposits in the Ordos Basin, NW China: constraints provided by fluid inclusions and stable isotopes

Unsupervised feature selection by non-convex regularized self-representation

Sparse matrix factorization with L 2 , 1 norm for matrix completion

Explicit unsupervised feature selection based on structured graph and locally linear embedding

Multi-task feature selection with sparse regularization to extract common and task-specific features

Fast kernel extreme learning machine for ordinal regression

DC-SiamNet: Deep contrastive Siamese network for self-supervised MRI reconstruction

Feature selection with MCP \[^2\] regularization

Feature selection with MCP2 regularization

Research on Graph Neural Network in Stock Market

Transformed ℓ 1 regularization for learning sparse deep neural networks

Self-paced non-convex regularized analysis–synthesis dictionary learning for unsupervised feature selection

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