Wanquan Liu
Orcid: 0000-0003-4910-353XAffiliations:
- Department of Electrical and Electronic Engineering, University of Western Australia, Perth, WA, Australia
- Department of Mathematics, The University of Western Australia, Nedlands, WA, Australia
According to our database1,
Wanquan Liu
authored at least 257 papers
between 1995 and 2024.
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Bibliography
2024
Efficient and Fast Joint Sparse Constrained Canonical Correlation Analysis for Fault Detection.
IEEE Trans. Neural Networks Learn. Syst., March, 2024
Moving object detection in gigapixel-level videos using manifold sparse representation.
Multim. Tools Appl., February, 2024
Quantitative Measurement of Parkinson's Disease Gait Based on the Rehabilitation Monitoring Robot.
IEEE Trans. Instrum. Meas., 2024
2023
A Spatial-Temporal Transformer Network for City-Level Cellular Traffic Analysis and Prediction.
IEEE Trans. Wirel. Commun., December, 2023
Reciprocal of Exponential Varying-Parameter RNN Solving Repetitive Tracking Control Problems With Tolerance of Random Initial Error Compounded With Noise Perturbation.
IEEE Trans. Ind. Informatics, November, 2023
Learning High-Order Multi-View Representation by New Tensor Canonical Correlation Analysis.
IEEE Trans. Circuits Syst. Video Technol., October, 2023
Temporal information oriented motion accumulation and selection network for RGB-based action recognition.
Image Vis. Comput., September, 2023
Deep multi-feature fusion residual network for oral squamous cell carcinoma classification and its intelligent system using Raman spectroscopy.
Biomed. Signal Process. Control., September, 2023
An efficient approach to stabilization for linear systems subject to output saturation.
Autom., June, 2023
A local tangent plane distance-based approach to 3D point cloud segmentation via clustering.
Pattern Recognit., May, 2023
IEEE Trans. Circuits Syst. II Express Briefs, February, 2023
Asymptotically Consistent Estimation of Preferential Attachments in Growing Networks.
IEEE Trans. Netw. Sci. Eng., 2023
IEEE Trans. Image Process., 2023
IEEE Trans. Ind. Informatics, 2023
Enhancing the robustness of influential seeds towards structural failures on competitive networks via a Memetic algorithm.
Knowl. Based Syst., 2023
A Reconfigurable Cable-Driven Hybrid Robot Synchronous Calibration Method Considering Multiple Mapping Relationships.
Proceedings of the Intelligent Robotics and Applications - 16th International Conference, 2023
2022
A Data-Driven Modeling Method for Stochastic Nonlinear Degradation Process With Application to RUL Estimation.
IEEE Trans. Syst. Man Cybern. Syst., 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Deep Canonical Correlation Analysis Using Sparsity-Constrained Optimization for Nonlinear Process Monitoring.
IEEE Trans. Ind. Informatics, 2022
A Novel Approach to the Extraction of Key Points From 3-D Rigid Point Cloud Using 2-D Images Transformation.
IEEE Trans. Geosci. Remote. Sens., 2022
Time-Series Forecasting via Fuzzy-Probabilistic Approach With Evolving Clustering-Based Granulation.
IEEE Trans. Fuzzy Syst., 2022
An Efficient Newton-Based Method for Sparse Generalized Canonical Correlation Analysis.
IEEE Signal Process. Lett., 2022
Pattern Recognit., 2022
Pattern Recognit., 2022
Multim. Tools Appl., 2022
J. Vis. Commun. Image Represent., 2022
J. Math. Imaging Vis., 2022
CoRR, 2022
Biomed. Signal Process. Control., 2022
Proceedings of the Intelligent Robotics and Applications - 15th International Conference, 2022
Correlation Analysis of Surface Electromyography Signals Based on Mapping Graph Structure.
Proceedings of the International Conference on Advanced Robotics and Mechatronics , 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
IEEE Trans. Instrum. Meas., 2021
Data-Driven Tracking Control Based on LM and PID Neural Network With Relay Feedback for Discrete Nonlinear Systems.
IEEE Trans. Ind. Electron., 2021
Information Granules-Based BP Neural Network for Long-Term Prediction of Time Series.
IEEE Trans. Fuzzy Syst., 2021
Data-Driven Process Monitoring Using Structured Joint Sparse Canonical Correlation Analysis.
IEEE Trans. Circuits Syst. II Express Briefs, 2021
Math. Found. Comput., 2021
An accelerated monotonic convergent algorithm for a class of non-Lipschitzian NCP(F) involving an M-matrix.
J. Comput. Appl. Math., 2021
Gradient-based neural networks for online solutions of coupled Lyapunov matrix equations.
Neurocomputing, 2021
Neurocomputing, 2021
CoRR, 2021
Appl. Math. Comput., 2021
IEEE Access, 2021
2020
An Automatic Registration Approach to Laser Point Sets Based on Multidiscriminant Parameter Extraction.
IEEE Trans. Instrum. Meas., 2020
IEEE Trans. Fuzzy Syst., 2020
IEEE Trans. Autom. Control., 2020
Detecting moving objects from dynamic background combining subspace learning with mixed norm approach.
Multim. Tools Appl., 2020
A Novel Euler's Elastica-Based Segmentation Approach for Noisy Images Using the Progressive Hedging Algorithm.
J. Math. Imaging Vis., 2020
Inf. Sci., 2020
An advisable facial semantic characterization based on Axiomatic Fuzzy Set theory and information granules.
Inf. Sci., 2020
Haze pollution causality mining and prediction based on multi-dimensional time series with PS-FCM.
Inf. Sci., 2020
An iterative algorithm for coupled Riccati equations in continuous-time Markovian jump linear systems.
Int. J. Syst. Sci., 2020
CoRR, 2020
Regularizing Semi-supervised Graph Convolutional Networks with a Manifold Smoothness Loss.
CoRR, 2020
tSSNALM: A fast two-stage semi-smooth Newton augmented Lagrangian method for sparse CCA.
Appl. Math. Comput., 2020
Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020
2019
An autonomous navigation system integrated with air data and bionic polarization information.
Trans. Inst. Meas. Control, 2019
Pattern Recognit. Lett., 2019
Face feature extraction and recognition via local binary pattern and two-dimensional locality preserving projection.
Multim. Tools Appl., 2019
Multim. Tools Appl., 2019
Multim. Tools Appl., 2019
Semantics characterization for eye shapes based on directional triangle-area curve clustering.
Multim. Tools Appl., 2019
Facial semantic representation for ethnical Chinese minorities based on geometric similarity.
Int. J. Mach. Learn. Cybern., 2019
Int. J. Mach. Learn. Cybern., 2019
On the k-error linear complexity for p<sup>n</sup>-periodic binary sequences via hypercube theory.
Math. Found. Comput., 2019
Math. Found. Comput., 2019
Comput. Stat. Data Anal., 2019
A Novel Euler's Elastica based Segmentation Approach for Noisy Images via using the Progressive Hedging Algorithm.
CoRR, 2019
Asia Pac. J. Oper. Res., 2019
IEEE Access, 2019
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019
Learning Interpretable Expression-sensitive Features for 3D Dynamic Facial Expression Recognition.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019
2018
WIREs Data Mining Knowl. Discov., 2018
Pattern Recognit., 2018
Multim. Tools Appl., 2018
Face recognition against illuminations using two directional multi-level threshold-LBP and DCT.
Multim. Tools Appl., 2018
A new fusion approach for content based image retrieval with color histogram and local directional pattern.
Int. J. Mach. Learn. Cybern., 2018
Image Segmentation with Depth Information via Simplified Variational Level Set Formulation.
J. Math. Imaging Vis., 2018
Appl. Math. Comput., 2018
Proceedings of the 14th International Conference on Natural Computation, 2018
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018
2017
Pattern Recognit. Lett., 2017
Int. J. Mach. Learn. Cybern., 2017
Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets.
IEEE J. Sel. Top. Signal Process., 2017
Int. J. Syst. Sci., 2017
Neurocomputing, 2017
Removal of Electrooculogram Artifacts from Electroencephalogram Using Canonical Correlation Analysis with Ensemble Empirical Mode Decomposition.
Cogn. Comput., 2017
Complete characterization of the first descent point distribution for the k-error linear complexity of 2<sup>n</sup>-periodic binary sequences.
Adv. Math. Commun., 2017
A new framework for detection of initial flat polyp candidates based on a dual level set competition model.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Evaluation of K-SVD Embedded with Modified ℓ _1 -Norm Sparse Representation Algorithm.
Proceedings of the Intelligent Computing, Networked Control, and Their Engineering Applications, 2017
Proceedings of the Advances in Image and Graphics Technologies - 12th Chinese conference, 2017
Proceedings of the Advances in Image and Graphics Technologies - 12th Chinese conference, 2017
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017
2016
IEEE Trans. Autom. Control., 2016
J. Optim. Theory Appl., 2016
From low-level geometric features to high-level semantics: An axiomatic fuzzy set clustering approach.
J. Intell. Fuzzy Syst., 2016
Linear quadratic regulation for discrete-time antilinear systems: An anti-Riccati matrix equation approach.
J. Frankl. Inst., 2016
J. Frankl. Inst., 2016
Neurocomputing, 2016
Comput. Electron. Agric., 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 12th International Conference on Natural Computation, 2016
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016
Proceedings of the Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems, 2016
2015
Pattern Recognit., 2015
Parameter selection for nonnegative l<sub>1</sub> matrix/tensor sparse decomposition.
Oper. Res. Lett., 2015
Discriminative structure discovery via dimensionality reduction for facial image manifold.
Neural Comput. Appl., 2015
J. Intell. Robotic Syst., 2015
J. Glob. Optim., 2015
Neurocomputing, 2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Characterization of the Third Descent Points for the k-error Linear Complexity of 2^n 2 n -periodic Binary Sequences.
Proceedings of the Information and Communications Security - 17th International Conference, 2015
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015
Proceedings of the 9th International Conference on Future Generation Communication and Networking, 2015
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
2014
Unified optimization of H<sub>∞</sub> index and upper stability bound for singularly perturbed systems.
Optim. Lett., 2014
Face recognition based on curvelets and local binary pattern features via using local property preservation.
J. Syst. Softw., 2014
Int. J. Pattern Recognit. Artif. Intell., 2014
IEICE Trans. Inf. Syst., 2014
The $$k$$ -error linear complexity distribution for $$2^n$$ -periodic binary sequences.
Des. Codes Cryptogr., 2014
On the $k$-error linear complexity for $p^n$-periodic binary sequences via hypercube theory.
CoRR, 2014
Cooperative and Geometric Learning Algorithm (CGLA) for path planning of UAVs with limited information.
Autom., 2014
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014
Accurate Facial Landmarks Detection for Frontal Faces with Extended Tree-Structured Models.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014
2013
Neural Comput. Appl., 2013
Int. J. Mach. Learn. Cybern., 2013
Distribution of the Second Descent Points for the $k$-error Linear Complexity of $2^n$-periodic Binary Sequences.
CoRR, 2013
CoRR, 2013
On the $k$-error linear complexity for $2^n$-periodic binary sequences via Cube Theory.
CoRR, 2013
Using Kinect for face recognition under varying poses, expressions, illumination and disguise.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013
Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the Information Security and Cryptology - 9th International Conference, 2013
Proceedings of the 2013 Australian Control Conference, Fremantle, WA, 2013
Proceedings of the 2013 Australian Control Conference, Fremantle, WA, 2013
2012
Face recognition via local preserving average neighborhood margin maximization and extreme learning machine.
Soft Comput., 2012
Int. J. Mach. Learn. Cybern., 2012
Face recognition based on two dimensional locality preserving projections in frequency domain.
Neurocomputing, 2012
Neurocomputing, 2012
Appl. Soft Comput., 2012
Optimal metric selection for improved multi-pose face recognition with group information.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012
2011
J. Signal Process. Syst., 2011
IEEE Trans. Signal Process., 2011
IEEE Trans. Autom. Control., 2011
Unified formulation of linear discriminant analysis methods and optimal parameter selection.
Pattern Recognit., 2011
Math. Comput. Model., 2011
Characterization of $2^n$-periodic binary sequences with fixed 3-error or 4-error linear complexity
CoRR, 2011
Corrigendum to "Parametric solutions to Sylvester-conjugate matrix equations" [Comput. Math. Appl. 62(2011) 3317-3325
Comput. Math. Appl., 2011
Comput. Math. Appl., 2011
Appl. Math. Comput., 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011
Proceedings of the Sixth International Conference on Image and Graphics, 2011
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011
Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011
2010
Face Recognition via Two Dimensional Locality Preserving Projection in Frequency Domain.
Proceedings of the Life System Modeling and Intelligent Computing, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Proceedings of the IJCAI 2009, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009
Proceedings of the Computer Vision, 2009
2008
Recognising online spatial activities using a bioinformatics inspired sequence alignment approach.
Pattern Recognit., 2008
Proceedings of the Advances in Multimedia Information Processing, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression.
Pattern Recognit., 2007
Approaches to the representations and logic operations of fuzzy concepts in the framework of axiomatic fuzzy set theory II.
Inf. Sci., 2007
Approaches to the representations and logic operations of fuzzy concepts in the framework of axiomatic fuzzy set theory I.
Inf. Sci., 2007
Int. J. Intell. Syst. Technol. Appl., 2007
Proceedings of the Advances in Multimedia Information Processing, 2007
Acquiring Critical Light Points for Illumination Subspaces of Face Images by Affinity Propagation Clustering.
Proceedings of the Advances in Multimedia Information Processing, 2007
Proceedings of the IJCAI 2007, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Neural Process. Lett., 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the Ninth International Conference on Control, 2006
Proceedings of the Advanced Video and Signal Based Surveillance, 2006
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006
2005
Proceedings of the Advances in Natural Computation, First International Conference, 2005
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005
2004
The decomposition algorithm of AFS structure and its applications to failure diagnosis.
Proceedings of the 2004 IEEE Conference on Robotics, Automation and Mechatronics, 2004
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004
Proceedings of the 23rd IEEE International Performance Computing and Communications Conference, 2004
Proceedings of the Universal Multiservice Networks: Third European Conference, 2004
Proceedings of the 2004 American Control Conference, 2004
Proceedings of the 2004 American Control Conference, 2004
2003
IEEE Trans. Signal Process., 2003
Proceedings of the 7th European Control Conference, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
2002
A new state space control scheme for Host-Gate Way Rate Control Protocol within intranets using ATM ABR service.
Comput. Commun., 2002
2001
Performance preserving controller reduction via additive perturbation of the closed-loop transfer function.
IEEE Trans. Autom. Control., 2001
Int. J. Syst. Sci., 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
2000
Proceedings of the 39th IEEE Conference on Decision and Control, 2000
Proceedings of the 39th IEEE Conference on Decision and Control, 2000
Vertex results for parametric shifted H<sub>∞</sub> performance of weighted interval plants.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000
1999
IEEE Trans. Autom. Control., 1999
IEEE Trans. Autom. Control., 1999
1998
Identification and model reduction of 2-D systems via the extended impulse response Gramians.
Autom., 1998
1997
IEEE Trans. Autom. Control., 1997
Int. J. Syst. Sci., 1997
1996
1995
IEEE Trans. Autom. Control., 1995
Identification/reduction to a balanced realization via the extended impulse response gramian.
IEEE Trans. Autom. Control., 1995