Huachun Tan

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All published works

Action	Title	Year	Authors
+	Rail transit OD‐matrix completion via manifold regularized tensor factorisation	2021	Hanxuan Dong Fan Ding Huachun Tan Yuankai Wu Qin Li Bin Ran
+	Improving speech recognition models with small samples for air traffic control systems	2021	Yi Lin Qin Li Bo Yang Yan Zhen Huachun Tan Zhengmao Chen
+ PDF Chat	Nonrecurrent traffic congestion detection with a coupled scalable Bayesian robust tensor factorization model	2020	Qin Li Huachun Tan Zhuxi Jiang Yuankai Wu Linhui Ye
+ PDF Chat	Traffic Flow Prediction With Missing Data Imputed by Tensor Completion Methods	2020	Qin Li Huachun Tan Yuankai Wu Linhui Ye Fan Ding
+	Non-recurrent Traffic Congestion Detection with a Coupled Scalable Bayesian Robust Tensor Factorization Model	2020	Qin Li Huachun Tan Xizhu Jiang Yuankai Wu Linhui Ye
+	A Fused CP Factorization Method for Incomplete Tensors	2018	Yuankai Wu Huachun Tan Yong Li Jian Zhang Xiaoxuan Chen
+	Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering	2017	Zhuxi Jiang Yin Zheng Huachun Tan Bangsheng Tang Hanning Zhou
+	Variational Deep Embedding: A Generative Approach to Clustering.	2016	Zhuxi Jiang Yin Zheng Huachun Tan Bangsheng Tang Hanning Zhou
+	Robust tensor decomposition based on Cauchy distribution and its applications	2016	Yuankai Wu Huachun Tan Yong Li Feng Li Hongwen He
+	High-Dimension Traffic Data Imputation Based on a Square Norm	2016	Huachun Tan Peng‐Ye Wang Yuankai Wu Jian Zhang Bin Ran
+	Short-Term Traffic Prediction Based on Dynamic Tensor Completion	2016	Huachun Tan Yuankai Wu Bin Shen Peter J. Jin Bin Ran
+	Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework	2016	Yuankai Wu Huachun Tan
+	Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering	2016	Zhuxi Jiang Yin Zheng Huachun Tan Bangsheng Tang Hanning Zhou
+	Tensor based missing traffic data completion with spatial–temporal correlation	2015	Bin Ran Huachun Tan Yuankai Wu Peter J. Jin
+ PDF Chat	Traffic Speed Data Imputation Method Based on Tensor Completion	2015	Bin Ran Huachun Tan Jianshuai Feng Ying Liu Wuhong Wang
+	Missing Data Imputation Considering Multi-Mode Variations	2014	Huachun Tan Yao Qi Bin Cheng Wuhong Wang Bin Ran
+	Tensor completion via a multi-linear low-n-rank factorization model	2014	Huachun Tan Bin Cheng Wuhong Wang Yu‐Jin Zhang Bin Ran
+	Low Multilinear Rank Approximation of Tensors and Application in Missing Traffic Data	2014	Huachun Tan Jianshuai Feng Dong Chen Fan Yang Wuhong Wang
+ PDF Chat	Mixture Augmented Lagrange Multiplier Method for Tensor Recovery and Its Applications	2014	Huachun Tan Bin Cheng Jianshuai Feng Li Liu Wuhong Wang
+	A New Traffic Prediction Method based on Dynamic Tensor Completion	2013	Huachun Tan Yuankai Wu Guangdong Feng Wuhong Wang Bin Ran
+	Correlation Analysis for Tensor-based Traffic Data Imputation Method	2013	Huachun Tan Zhongxing Yang Guangdong Feng Wuhong Wang Bin Ran
+ PDF Chat	A tensor-based method for missing traffic data completion	2013	Huachun Tan Guangdong Feng Jianshuai Feng Wuhong Wang Yujin Zhang Feng Li
+	Low-n-rank tensor recovery based on multi-linear augmented Lagrange multiplier method	2013	Huachun Tan Bin Cheng Jianshuai Feng Guangdong Feng Wuhong Wang Yu‐Jin Zhang
+ PDF Chat	Traffic Volume Data Outlier Recovery via Tensor Model	2013	Huachun Tan Jianshuai Feng Guangdong Feng Wuhong Wang Yu‐Jin Zhang
+	Tensor Recovery via Multi-linear Augmented Lagrange Multiplier Method	2011	Huachun Tan Bin Cheng Jianshuai Feng Guangdong Feng Yu‐Jin Zhang

Common Coauthors

Coauthor	Papers Together
Yuankai Wu	11
Wuhong Wang	10
Jianshuai Feng	7
Guangdong Feng	6
Bin Ran	6
Bin Cheng	5
Zhuxi Jiang	4
Yu‐Jin Zhang	4
Bin Ran	3
Qin Li	3
Yin Zheng	3
Hanning Zhou	3
Bangsheng Tang	3
Peter J. Jin	2
Linhui Ye	2
Fan Ding	2
Fan Yang	1
Hanxuan Dong	1
Yong Li	1
Yong Li	1
Yao Qi	1
Jian Zhang	1
Jian Zhang	1
Hongwen He	1
Li Liu	1
Qin Li	1
Bo Yang	1
Qin Li	1
Yi Lin	1
Xiaoxuan Chen	1
Peng‐Ye Wang	1
Yujin Zhang	1
Feng Li	1
Yan Zhen	1
Bin Shen	1
Linhui Ye	1
Zhengmao Chen	1
Feng Li	1
Xizhu Jiang	1
Ying Liu	1
Zhongxing Yang	1
Dong Chen	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	18
+ PDF Chat	A tensor-based method for missing traffic data completion	2013	Huachun Tan Guangdong Feng Jianshuai Feng Wuhong Wang Yujin Zhang Feng Li	14
+ PDF Chat	Scalable tensor factorizations for incomplete data	2010	Evrim Acar Daniel Dunlavy Tamara G. Kolda Morten Mørup	12
+	PPCA-Based Missing Data Imputation for Traffic Flow Volume: A Systematical Approach	2009	Li Qu Jianming Hu Li Li Yi Zhang	9
+ PDF Chat	A Singular Value Thresholding Algorithm for Matrix Completion	2010	Jian‐Feng Cai Emmanuel J. Candès Zuowei Shen	8
+ PDF Chat	Optimum Subspace Learning and Error Correction for Tensors	2010	Yin Li Junchi Yan Yue Zhou Jie Yang	8
+ PDF Chat	Traffic Volume Data Outlier Recovery via Tensor Model	2013	Huachun Tan Jianshuai Feng Guangdong Feng Wuhong Wang Yu‐Jin Zhang	6
+ PDF Chat	Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination	2015	Qibin Zhao Liqing Zhang Andrzej Cichocki	5
+	Multilinear Analysis of Image Ensembles: TensorFaces	2002	M. Alex O. Vasilescu Demetri Terzopoulos	5
+	A BPCA based missing value imputing method for traffic flow volume data	2008	Li Qu Yi Zhang Jianming Hu Liyan Jia Li Li	5
+ PDF Chat	A collaborative framework for 3D alignment and classification of heterogeneous subvolumes in cryo-electron tomography	2012	Oleg Kuybeda Gabriel A. Frank Alberto Bartesaghi Mario J. Borgnia Sriram Subramaniam Guillermo Sapiro	5
+ PDF Chat	Multiple Imputation Scheme for Overcoming the Missing Values and Variability Issues in ITS Data	2005	Daiheng Ni John D. Leonard Angshuman Guin Chunxia Feng	5
+	Simultaneous Tensor Decomposition and Completion Using Factor Priors	2013	Yilei Chen Chiou-Ting Hsu Hong-Yuan Mark Liao	5
+	Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition	1970	J. Douglas Carroll Jih-Jie Chang	5
+	Nearest Neighbor Imputation for Survey Data	2000	Jiahua Chen Jun Shao	5
+	Low Multilinear Rank Approximation of Tensors and Application in Missing Traffic Data	2014	Huachun Tan Jianshuai Feng Dong Chen Fan Yang Wuhong Wang	4
+ PDF Chat	A Multilinear Singular Value Decomposition	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	4
+	Fixed-Point Continuation for $\ell_1$-Minimization: Methodology and Convergence	2008	Elaine Hale Wotao Yin Yin Zhang	4
+ PDF Chat	Bayesian Robust Tensor Factorization for Incomplete Multiway Data	2015	Qibin Zhao Guoxu Zhou Liqing Zhang Andrzej Cichocki Шун-ичи Амари	4
+	Image compression using the 2-D wavelet transform	1992	A.S. Lewis Greg Knowles	4
+	Numerical Methods for the Best Low Multilinear Rank Approximation of Higher-Order Tensors (Numerieke methoden voor de beste lage multilineaire rang benadering van hogere-orde tensoren)	2009	Mariya Ishteva	4
+ PDF Chat	Rank-Sparsity Incoherence for Matrix Decomposition	2011	Venkat Chandrasekaran Sujay Sanghavi Pablo A. Parrilo Alan S. Willsky	4
+ PDF Chat	Smooth PARAFAC Decomposition for Tensor Completion	2016	Tatsuya Yokota Qibin Zhao Andrzej Cichocki	4
+	Short-Term Traffic Prediction Based on Dynamic Tensor Completion	2016	Huachun Tan Yuankai Wu Bin Shen Peter J. Jin Bin Ran	4
+	Bayesian Nonparametric Models for Multiway Data Analysis	2013	Zenglin Xu Feng Yan Yuan Qi	4
+	NONNEGATIVE TENSOR FACTORIZATION FOR CONTINUOUS EEG CLASSIFICATION	2007	Hyekyoung Lee Yong‐Deok Kim Andrzej Cichocki Seungjin Choi	3
+ PDF Chat	Robust principal component analysis?	2011	Emmanuel J. Candès Xiaodong Li Yi Ma John Wright	3
+	Tensor completion via a multi-linear low-n-rank factorization model	2014	Huachun Tan Bin Cheng Wuhong Wang Yu‐Jin Zhang Bin Ran	3
+	Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-model factor analysis	1970	Richard A. Harshman	3
+	Pixel Recurrent Neural Networks	2016	Aäron van den Oord Nal Kalchbrenner Koray Kavukcuoglu	3
+	Fixed point and Bregman iterative methods for matrix rank minimization	2009	Shiqian Ma Donald Goldfarb Lifeng Chen	3
+	Unsupervised Deep Embedding for Clustering Analysis	2015	Junyuan Xie Ross Girshick Ali Farhadi	3
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	3
+ PDF Chat	A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data	2015	Yin Zheng Yu‐Jin Zhang Hugo Larochelle	3
+	Low-n-rank tensor recovery based on multi-linear augmented Lagrange multiplier method	2013	Huachun Tan Bin Cheng Jianshuai Feng Guangdong Feng Wuhong Wang Yu‐Jin Zhang	3
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+	Spatial-temporal traffic speed patterns discovery and incomplete data recovery via SVD-combined tensor decomposition	2017	Xinyu Chen Zhaocheng He Jiawei Wang	3
+ PDF Chat	Learning with tensors: a framework based on convex optimization and spectral regularization	2013	Marco Signoretto Quoc Tran Dinh Lieven De Lathauwer Johan A. K. Suykens	3
+	Tensor Versus Matrix Completion: A Comparison With Application to Spectral Data	2011	Marco Signoretto Raf Van de Plas Bart De Moor Johan A. K. Suykens	3
+	Tensor based missing traffic data completion with spatial–temporal correlation	2015	Bin Ran Huachun Tan Yuankai Wu Peter J. Jin	3
+	Noisy low-tubal-rank tensor completion	2018	Andong Wang Zhihui Lai Zhong Jin	3
+	On the Best Low Multilinear Rank Approximation of Higher-order Tensors*	2010	Mariya Ishteva Pierre-Antoine Absil Sabine Van Huffel Lieven De Lathauwer	2
+	A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion	2013	Yangyang Xu Wotao Yin	2
+	On the Best Rank-1 and Rank-(<i>R</i><sub>1</sub> ,<i>R</i><sub>2</sub> ,. . .,<i>R<sub>N</sub></i>) Approximation of Higher-Order Tensors	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	2
+	Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices	2009	John Wright Arvind Ganesh Shankar Rao Yi Ma	2
+	DRAW: A Recurrent Neural Network For Image Generation	2015	Karol Gregor Ivo Danihelka Alex Graves Danilo Jimenez Rezende Daan Wierstra	2
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	2
+	Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm	1977	A. P. Dempster N. M. Laird Donald B. Rubin	2
+	Exploratory analysis of data sets with missing elements and outliers	2002	Adam Smoliński Beata Walczak Jürgen W. Einax	2
+ PDF Chat	On the numerical solution of heat conduction problems in two and three space variables	1956	Jim Douglas H.H. Rachford	2