Tensor networks for dimensionality reduction and large-scale optimization: Part 2 applications and future perspectives

A Cichocki, AH Phan, Q Zhao, N Lee… - … and Trends® in …, 2017 - nowpublishers.com
Part 2 of this monograph builds on the introduction to tensor networks and their operations
presented in Part 1. It focuses on tensor network models for super-compressed higher-order …

Density-based affinity propagation tensor clustering for intelligent fault diagnosis of train bogie bearing

Z Wei, D He, Z **, B Liu, S Shan… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Health monitor of bogie-bearing on the train can ensure constant operation of the rail transit
system. Since the metro or other rail transit have high safety requirements, it is hard to …

Low-rank tensor networks for dimensionality reduction and large-scale optimization problems: Perspectives and challenges part 1

A Cichocki, N Lee, IV Oseledets, AH Phan… - ar** areas including data analysis, machine/deep learning, signal
processing, statistics, scientific computing, and cloud computing. The multidimensional …