Nonnegative tensor decomposition for urban mobility analysis and applications with mobile phone data

Transportmetrica A Transport Science ◽

10.1080/23249935.2019.1692961 ◽

2019 ◽

pp. 1-25

Author(s):

Dianhai Wang ◽

Zhengyi Cai ◽

Yanlei Cui ◽

Xiqun (Michael) Chen

Keyword(s):

Mobile Phone ◽

Tensor Decomposition ◽

Mobile Phone Data ◽

Urban Mobility ◽

Mobility Analysis ◽

Nonnegative Tensor ◽

Nonnegative Tensor Decomposition

Download Full-text

Factor-Regularized Nonnegative Tensor Decomposition for Blind Hyperspectral Unmixing

10.1109/igarss47720.2021.9554525 ◽

2021 ◽

Author(s):

Meng Ding ◽

Ting-Zhu Huang ◽

Xi-Le Zhao ◽

Jie Lin ◽

Jing-Hua Yang

Keyword(s):

Tensor Decomposition ◽

Nonnegative Tensor ◽

Hyperspectral Unmixing ◽

Nonnegative Tensor Decomposition

Download Full-text

Using mobile phone data to study dynamics of rural-urban mobility

2016 International Conference on Data Science and Engineering (ICDSE) ◽

10.1109/icdse.2016.7823963 ◽

2016 ◽

Author(s):

Rahman Sanya ◽

Martin Mubangizi

Keyword(s):

Mobile Phone ◽

Mobile Phone Data ◽

Download Full-text

Nonnegative Tensor Decomposition and It's Applications in Image Processing

2008 International Conference on Computer Science and Information Technology ◽

10.1109/iccsit.2008.99 ◽

2008 ◽

Author(s):

Hongli Yang ◽

Guoping He ◽

Yulin Dong

Keyword(s):

Image Processing ◽

Tensor Decomposition ◽

Nonnegative Tensor ◽

Nonnegative Tensor Decomposition

Download Full-text

Three-way clustering of multi-tissue multi-individual gene expression data using semi-nonnegative tensor decomposition

The Annals of Applied Statistics ◽

10.1214/18-aoas1228 ◽

2019 ◽

Vol 13 (2) ◽

pp. 1103-1127 ◽

Author(s):

Miaoyan Wang ◽

Jonathan Fischer ◽

Yun S. Song

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Tensor Decomposition ◽

Expression Data ◽

Nonnegative Tensor ◽

Individual Gene ◽

Nonnegative Tensor Decomposition

Download Full-text

A Collective Neurodynamic Optimization Approach to Nonnegative Tensor Decomposition

Advances in Neural Networks - ISNN 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59081-3_25 ◽

2017 ◽

pp. 207-213

Author(s):

Jianchao Fan ◽

Jun Wang

Keyword(s):

Tensor Decomposition ◽

Optimization Approach ◽

Nonnegative Tensor ◽

Nonnegative Tensor Decomposition

Download Full-text

Frequency specific co-activation pattern analysis via sparse nonnegative tensor decomposition

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2021.109299 ◽

2021 ◽

pp. 109299

Author(s):

Guoqiang Hu ◽

Deqing Wang ◽

Siwen Luo ◽

Yuxing Hao ◽

Lisa D. Nickerson ◽

...

Keyword(s):

Pattern Analysis ◽

Tensor Decomposition ◽

Activation Pattern ◽

Nonnegative Tensor ◽

Co Activation ◽

Nonnegative Tensor Decomposition

Download Full-text

Modeling Transition Matrix for a Collaborative Rating Prediction Recommendation System via Nonnegative Tensor Decomposition

2020 15th International Conference on Computer Science & Education (ICCSE) ◽

10.1109/iccse49874.2020.9201809 ◽

2020 ◽

Author(s):

Zhehao Zhou ◽

Shenbao Yu ◽

Jiewen Guan ◽

Bilian Chen ◽

Langcai Cao

Keyword(s):

Transition Matrix ◽

Recommendation System ◽

Tensor Decomposition ◽

Nonnegative Tensor ◽

Rating Prediction ◽

Nonnegative Tensor Decomposition

Download Full-text

A Quadratically Convergent Proximal Algorithm For Nonnegative Tensor Decomposition

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287549 ◽

2021 ◽

Author(s):

Nico Vervliet ◽

Andreas Themelis ◽

Panagiotis Patrinos ◽

Lieven De Lathauwer

Keyword(s):

Tensor Decomposition ◽

Nonnegative Tensor ◽

Proximal Algorithm ◽

Nonnegative Tensor Decomposition

Download Full-text

Urban Mobility Mining and Its Facility POI Proportion Analysis based on Mobile Phone Data

Proceedings of the 2015 International Conference on Advances in Mechanical Engineering and Industrial Informatics ◽

10.2991/ameii-15.2015.60 ◽

2015 ◽

Author(s):

Rong Xie ◽

Chao Gong

Keyword(s):

Mobile Phone ◽

Mobile Phone Data ◽

Urban Mobility ◽

Mobility Mining

Download Full-text

Nonnegative Tensor Decomposition

Compressed Sensing & Sparse Filtering - Signals and Communication Technology ◽

10.1007/978-3-642-38398-4_5 ◽

2013 ◽

pp. 123-148 ◽

Author(s):

N. Hao ◽

L. Horesh ◽

M. E. Kilmer

Keyword(s):

Tensor Decomposition ◽

Nonnegative Tensor ◽

Nonnegative Tensor Decomposition

Download Full-text