List of works - Guoxu Zhou

A Generalized Graph Regularized Non-Negative Tucker Decomposition Framework for Tensor Data Representation

scientific article published on 07 April 2020

Accelerated canonical polyadic decomposition using mode reduction.

scientific article

Accommodating Multiple Tasks' Disparities With Distributed Knowledge-Sharing Mechanism

scientific article published on 10 July 2020

Aggregation of sparse linear discriminant analyses for event-related potential classification in brain-computer interface

scientific article published on 2 December 2013

Bayesian Robust Tensor Factorization for Incomplete Multiway Data ⬇️

scientific article

Canonical Polyadic Decomposition Based on a Single Mode Blind Source Separation

Canonical Polyadic Decomposition: From 3-way to N-Way

Canonical polyadic decomposition (CPD) of big tensors with low multilinear rank

scientific article published in 2020

Discriminative Feature Extraction via Multivariate Linear Regression for SSVEP-Based BCI.

scientific article published on 21 January 2016

Dynamic Double Classifiers Approximation for Cross-Domain Recognition

scientific article published on 15 July 2020

Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness ⬇️

scientific article published on 14 September 2015

Eliminating the Permutation Ambiguity of Convolutive Blind Source Separation by Using Coupled Frequency Bins

scientific article published on 15 April 2019

Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation

Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient

Fast and unique Tucker decompositions via multiway blind source separation

Fast hypergraph regularized nonnegative tensor ring decomposition based on low-rank approximation

scientific article published in 2022

Frequency recognition in SSVEP-based BCI using multiset canonical correlation analysis

scientific article published on 26 January 2014

Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction

scientific article

Kernel-based tensor partial least squares for reconstruction of limb movements

scholarly article published May 2013

Kernelization of Tensor-Based Models for Multiway Data Analysis: Processing of Multidimensional Structured Data

article by Qibin Zhao et al published July 2013 in IEEE: Signal Processing Magazine

L1-regularized Multiway canonical correlation analysis for SSVEP-based BCI.

scientific article published on 7 October 2013

Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data ⬇️

Low-rank approximation based non-negative multi-way array decomposition on event-related potentials.

scientific article published on 14 May 2014

Mixing matrix estimation from sparse mixtures with unknown number of sources

scientific article published on November 18, 2010

Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs

Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective

Optimizing spatial patterns with sparse filter bands for motor-imagery based brain-computer interface

scientific article published on 12 August 2015

SSVEP recognition using common feature analysis in brain-computer interface

scientific article published on 13 April 2014

Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials

Spatial-temporal discriminant analysis for ERP-based brain-computer interface

scientific article published in March 2013

Symmetric nonnegative matrix factorization: algorithms and applications to probabilistic clustering

scientific article published on 26 October 2011

Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI

scientific article published on 14 June 2018

List of works by Guoxu Zhou

A Generalized Graph Regularized Non-Negative Tucker Decomposition Framework for Tensor Data Representation

Accelerated canonical polyadic decomposition using mode reduction.

Accommodating Multiple Tasks' Disparities With Distributed Knowledge-Sharing Mechanism

Aggregation of sparse linear discriminant analyses for event-related potential classification in brain-computer interface

Bayesian Robust Tensor Factorization for Incomplete Multiway Data ⬇️

Canonical Polyadic Decomposition Based on a Single Mode Blind Source Separation

Canonical Polyadic Decomposition: From 3-way to N-Way

Canonical polyadic decomposition (CPD) of big tensors with low multilinear rank

Discriminative Feature Extraction via Multivariate Linear Regression for SSVEP-Based BCI.

Dynamic Double Classifiers Approximation for Cross-Domain Recognition

Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness ⬇️

Eliminating the Permutation Ambiguity of Convolutive Blind Source Separation by Using Coupled Frequency Bins

Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation

Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient

Fast and unique Tucker decompositions via multiway blind source separation

Fast hypergraph regularized nonnegative tensor ring decomposition based on low-rank approximation

Frequency recognition in SSVEP-based BCI using multiset canonical correlation analysis

Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction

Kernel-based tensor partial least squares for reconstruction of limb movements

Kernelization of Tensor-Based Models for Multiway Data Analysis: Processing of Multidimensional Structured Data

L1-regularized Multiway canonical correlation analysis for SSVEP-based BCI.

Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data ⬇️

Low-rank approximation based non-negative multi-way array decomposition on event-related potentials.

Mixing matrix estimation from sparse mixtures with unknown number of sources

Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs

Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective

Optimizing spatial patterns with sparse filter bands for motor-imagery based brain-computer interface

SSVEP recognition using common feature analysis in brain-computer interface

Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials

Spatial-temporal discriminant analysis for ERP-based brain-computer interface

Symmetric nonnegative matrix factorization: algorithms and applications to probabilistic clustering

Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI

Tensor-variate Gaussian processes regression and its application to video surveillance

Two Efficient Algorithms for Approximately Orthogonal Nonnegative Matrix Factorization