Keyword

nonnegative tensor factorization

Description: A tensor decomposition method that represents a tensor as factors with nonnegative entries, used in numerical computation and data analysis.

Primary topic: Tensor decomposition and applications (43%)

OpenAlex ID: keywords/nonnegative-tensor-factorization

Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation

2009 · Andrzej Cichocki, Rafał Zdunek, et al. · 1,540

Nonnegative Matrix and Tensor Factorizations

2009 · Andrzej Cichocki, Rafal Zdunek, et al. · Wiley eBooks · 1,404

A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion

2013 · Yangyang Xu, Wotao Yin · SIAM Journal on Imaging Sciences · 1,160

Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs

2014 · Dingqi Yang, Daqing Zhang, et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 853

Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations

2009 · Andrzej CICHOCKI, Anh-Huy PHAN · IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences · 576

Non-negative tensor factorization with applications to statistics and computer vision

2005 · Amnon Shashua, Tamir Hazan · International Conference on Machine Learning · 502

Tensor displays

2012 · Gordon Wetzstein, Douglas Lanman, et al. · ACM Transactions on Graphics · 435

Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework

2013 · Jingu Kim, Yunlong He, et al. · Journal of Global Optimization · 353

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A Globally Convergent Algorithm for Nonconvex Optimization Based on Block Coordinate Update

2017 · Yangyang Xu, Wotao Yin · Journal of Scientific Computing · 286

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Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization

2007 · Andrzej Cichocki, Rafal Zdunek, et al. · Springer eBooks · 281

Detecting the Community Structure and Activity Patterns of Temporal Networks: A Non-Negative Tensor Factorization Approach

2014 · Laetitia Gauvin, André Panisson, et al. · PLoS ONE · 272

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Nonnegative Tucker Decomposition

2007 · Yong-Deok Kim, Seungjin Choi · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 241

Transfer Learning with Graph Co-Regularization

2013 · Mingsheng Long, Jianmin Wang, et al. · IEEE Transactions on Knowledge and Data Engineering · 221

A Novel Approach to Large-Scale Dynamically Weighted Directed Network Representation

2021 · Xin Luo, Hao Wu, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 211

Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery

2016 · Yuntao Qian, Fengchao Xiong, et al. · IEEE Transactions on Geoscience and Remote Sensing · 204

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

2012 · Guoxu Zhou, Andrzej Cichocki, et al. · IEEE Transactions on Signal Processing · 160

Rubik

2015 · Yichen Wang, Robert Chen, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 157

Nonnegative Matrix and Tensor Factorization [Lecture Notes]

2008 · A. Cichocki, R. Zdunek, et al. · IEEE Signal Processing Magazine · 156

Limestone: High-throughput candidate phenotype generation via tensor factorization

2014 · Joyce C. Ho, Joydeep Ghosh, et al. · Journal of Biomedical Informatics · 151

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Temporal QoS-aware web service recommendation via non-negative tensor factorization

2014 · Wancai Zhang, Hailong Sun, et al. · International World Wide Web Conference (WWW) · 143

Non-Negative Multilinear Principal Component Analysis of Auditory Temporal Modulations for Music Genre Classification

2009 · Y. Panagakis, C. Kotropoulos, et al. · IEEE Transactions on Audio Speech and Language Processing · 120

Parallel Algorithms for Constrained Tensor Factorization via Alternating Direction Method of Multipliers

2015 · Athanasios P. Liavas, Nicholas D. Sidiropoulos · IEEE Transactions on Signal Processing · 119

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Nonnegative Tensor Factorization for Continuous Eeg Classification

2007 · HYEKYOUNG LEE, YONG-DEOK KIM, et al. · International Journal of Neural Systems · 117

Gaussian Processes for Underdetermined Source Separation

2011 · Antoine Liutkus, Roland Badeau, et al. · IEEE Transactions on Signal Processing · 114

Hyperspectral Unmixing via Total Variation Regularized Nonnegative Tensor Factorization

2018 · Fengchao Xiong, Yuntao Qian, et al. · IEEE Transactions on Geoscience and Remote Sensing · 111

Works count: 686

Citation count: 15,810