Shuxue Ding
Orcid: 0000-0002-4963-3883
According to our database1,
Shuxue Ding
authored at least 111 papers
between 2003 and 2024.
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Bibliography
2024
Self-Supervised Medical Image Denoising Based on WISTA-Net for Human Healthcare in Metaverse.
IEEE J. Biomed. Health Informatics, November, 2024
Score Images as a Modality: Enhancing Symbolic Music Understanding through Large-Scale Multimodal Pre-Training.
Sensors, August, 2024
Multidimensional perturbed consistency learning for semi-supervised medical image segmentation.
Int. J. Imaging Syst. Technol., 2024
CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation.
CoRR, 2024
2023
Comput. Commun., November, 2023
Bar transformer: a hierarchical model for learning long-term structure and generating impressive pop music.
Appl. Intell., May, 2023
IET Image Process., April, 2023
Device-free indoor localization based on sparse coding with nonconvex regularization and adaptive relaxation localization criteria.
Int. J. Mach. Learn. Cybern., February, 2023
Proceedings of the Semi-supervised Tooth Segmentation - First MICCAI Challenge, 2023
Proceedings of the 9th IEEE International Conference on Cloud Computing and Intelligent Systems, 2023
Proceedings of the 9th IEEE International Conference on Cloud Computing and Intelligent Systems, 2023
2022
A Video Summarization Model Based on Deep Reinforcement Learning with Long-Term Dependency.
Sensors, 2022
Artificial intelligence model driven by transfer learning for image-based medical diagnosis.
J. Intell. Fuzzy Syst., 2022
Combine unlabeled with labeled MR images to measure acute ischemic stroke lesion by stepwise learning.
IET Image Process., 2022
IEEE CAA J. Autom. Sinica, 2022
Proceedings of the Machine Learning for Cyber Security - 4th International Conference, 2022
Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022
A Novel Nonlinear Dictionary Learning Algorithm Based on Nonlinear-KSVD and Nonlinear-MOD.
Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022
2021
Robust Interference Cancellation Using Bi-Unknown Vectors Equations for User-Centric C-RANs.
IEEE Trans. Wirel. Commun., 2021
Gaze prediction for first-person videos based on inverse non-negative sparse coding with determinant sparse measure.
J. Vis. Commun. Image Represent., 2021
Block-Sparse Coding-Based Machine Learning Approach for Dependable Device-Free Localization in IoT Environment.
IEEE Internet Things J., 2021
Int. J. Comput. Intell. Syst., 2021
Deep Learning-Based Acute Ischemic Stroke Lesion Segmentation Method on Multimodal MR Images Using a Few Fully Labeled Subjects.
Comput. Math. Methods Medicine, 2021
Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021
Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021
2020
Low-Complexity Multistage Optimal Detection for SVD-Based Hybrid Millimeter Wave MIMO Systems.
IEEE Trans. Veh. Technol., 2020
J. Supercomput., 2020
Negentropy-Based Sparsity-Promoting Reconstruction with Fast Iterative Solution from Noisy Measurements.
Sensors, 2020
IEEE Internet Things J., 2020
A novel dictionary learning method for sparse representation with nonconvex regularizations.
Neurocomputing, 2020
Int. J. Commun. Syst., 2020
Circuits Syst. Signal Process., 2020
2019
Symmetry, 2019
Improved Sparse Coding Algorithm with Device-Free Localization Technique for Intrusion Detection and Monitoring.
Symmetry, 2019
An Accurate and Robust Approach of Device-Free Localization With Convolutional Autoencoder.
IEEE Internet Things J., 2019
$\ell_P$ Norm Independently Interpretable Regularization Based Sparse Coding for Highly Correlated Data.
IEEE Access, 2019
Sparse Representation Based on the Analysis Model With Optimization on the Stiefel Manifold.
IEEE Access, 2019
IEEE Access, 2019
A Novel Maximum-Likelihood Detection for the Binary MIMO System Using DC Programming.
Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019
Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019
2018
Proximal Alternating Minimization for Analysis Dictionary Learning and Convergence Analysis.
IEEE Trans. Emerg. Top. Comput. Intell., 2018
Manifold optimization-based analysis dictionary learning with an ℓ1∕2-norm regularizer.
Neural Networks, 2018
Dictionary learning with the \({{\ell }_{1/2}}\) -regularizer and the coherence penalty and its convergence analysis.
Int. J. Mach. Learn. Cybern., 2018
Digit. Signal Process., 2018
Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural Network.
CoRR, 2018
Analysis Sparse Representation for Nonnegative Signals Based on Determinant Measure by DC Programming.
Complex., 2018
Comput. Electr. Eng., 2018
IEEE Access, 2018
Nonnegative Sparse Representation of Signals With a Determinant-Type Sparsity Measure Based on the DC Programming.
IEEE Access, 2018
Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multi-Spectral MR Image Using Convolutional Neural Network.
IEEE Access, 2018
An Accurate and Efficient Device-Free Localization Approach Based on Sparse Coding in Subspace.
IEEE Access, 2018
An Accurate and Efficient Device-Free Localization Approach Based on Gaussian Bernoulli Restricted Boltzmann Machine.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Overcomplete Dictionary Learning for Nonnegative Sparse Representation with an ℓ_p-Norm Constraint Based on Majorize-Minimization.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
2017
Analysis dictionary learning using block coordinate descent framework with proximal operators.
Neurocomputing, 2017
Sparse Coding Algorithm with Negentropy and Weighted <i>ℓ</i><sub>1</sub>-Norm for Signal Reconstruction.
Entropy, 2017
Digit. Signal Process., 2017
Key Frame Extraction from Video Based on Determinant-Type of Sparse Measure and DC Programming.
Proceedings of the 11th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2017
Audio Source Separation from a Monaural Mixture Using Convolutional Neural Network in the Time Domain.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017
Dictionary learning in the analysis sparse representation with optimization on Stiefel manifold.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
2016
A family of the subgradient algorithm with several cosparsity inducing functions to the cosparse recovery problem.
Pattern Recognit. Lett., 2016
Dictionary learning with the cosparse analysis model based on summation of blocked determinants as the sparseness measure.
Digit. Signal Process., 2016
An efficient algorithm for incoherent analysis dictionary learning based on proximal operator.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
2015
A Fast Algorithm for Learning Overcomplete Dictionary for Sparse Representation Based on Proximal Operators.
Neural Comput., 2015
Proceedings of the IIAI 4th International Congress on Advanced Applied Informatics, 2015
An efficient algorithm for dictionary learning with a mixed-norm regularizer for sparsity based on proximal operator.
Proceedings of the 9th International Conference on Signal Processing and Communication Systems, 2015
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Analysis dictionary learning based on summation of blocked determinants measure of sparseness.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Underdetermined blind separation of weak sparse sources via matrix transform layer by layer in the Time-Frequency domain.
Proceedings of the IEEE 7th International Conference on Awareness Science and Technology, 2015
Proceedings of the IEEE 7th International Conference on Awareness Science and Technology, 2015
2014
Neurocomputing, 2014
A dictionary-learning algorithm for the analysis sparse model with a determinant-type of sparsity measure.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014
2013
Dictionary Learning with Incoherence and Sparsity Constraints for Sparse Representation of Nonnegative Signals.
IEICE Trans. Inf. Syst., 2013
Sparse representation and dictionary learning based on alternating parallel coordinate descent.
Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013
Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013
Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013
Dictionary learning by nonnegative matrix factorization with 1/2-norm sparsity constraint.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013
2012
Nonnegative Blind Source Separation by Sparse Component Analysis Based on Determinant Measure.
IEEE Trans. Neural Networks Learn. Syst., 2012
Appl. Comput. Intell. Soft Comput., 2012
Nonnegative Dictionary Learning by Nonnegative Matrix Factorization with a Sparsity Constraint.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012
A fixed-point blind source extraction algorithm and its application to ECG data analysis.
Proceedings of the 6th IEEE International Conference on Systems Biology, 2012
2011
IEEE Trans. Image Process., 2011
Diagnose the mild cognitive impairment by constructing Bayesian network with missing data.
Expert Syst. Appl., 2011
Proceedings of the 3rd International Conference on Awareness Science and Technology, 2011
Proceedings of the 3rd International Conference on Awareness Science and Technology, 2011
2010
Blind Source Separation by Fully Nonnegative Constrained Iterative Volume Maximization.
IEEE Signal Process. Lett., 2010
2009
Pseudo Online Independent Component Analysis for Dynamical Mixing Using Gradient Optimization.
J. Adv. Comput. Intell. Intell. Informatics, 2009
2008
An Efficient Method to Determine the Diagonal Loading Factor Using the Constant Modulus Feature.
IEEE Trans. Signal Process., 2008
An Invariant Pattern Recognition System Using the Bayesian Inference on Hierarchical Sequences with Pre-processing.
Proceedings of the Japan-China Joint Workshop on Frontier of Computer Science and Technology, 2008
2007
Convolutive Blind Source Separation in the Frequency Domain Based on Sparse Representation.
IEEE Trans. Speech Audio Process., 2007
An Efficient Method to Determine the Diagonal Loading Factor for PAM Communication System.
Proceedings of the Seventh International Conference on Computer and Information Technology (CIT 2007), 2007
2006
IEEE Trans. Circuits Syst. I Regul. Pap., 2006
A Power Iteration Algorithm for ICA Based on Diagonalizations of Non-Linearized Covariance Matrix.
Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006
Independent Component Analysis Based on Learning Updating with Forms of Matrix Transformations and the Diagonalization Principle.
Proceedings of the Japan-China Joint Workshop on Frontier of Computer Science and Technology, 2006
Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006
2005
Blind source separation of acoustic signals in realistic environments based on ICA in the time-frequency domain.
Int. J. Pervasive Comput. Commun., 2005
A scalable mobile phone-based system for multiple vital signs monitoring and healthcare.
Int. J. Pervasive Comput. Commun., 2005
2004
Int. J. Comput. Intell. Appl., 2004
Environmental sound recognition by the instantaneous spectrum combined with the time pattern of power.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2004
Real-Time Independent Component Analysis Based on Gradient Learning with Simultaneous Perturbation Stochastic Approximation.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004
Signal Extensions in Independent Component Analysis and Its Application for Real-Time Processing.
Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004
Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004
2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003