Matrix and Tensor Decomposition: Application to Data Fusion and Analysis

by Tulay Adali

Matrix and Tensor Decomposition: Application to Data Fusion and Analysis introduces the main theoretical concepts for data fusion using matrix and tensor decompositions, beginning with the concept of "diversity", which facilitates identifiability. It provides the link between theoretical results and practice by addressing key implementation issues, such as model choice for a given problem, identification of sources of diversity, parameter...

• Format: Paperback
• Language: English
• ISBN: 0128157607
• ISBN13: 9780128157602
• Release Date: June 2021
• Publisher: Academic Press
• Length: 400 Pages