Tensor and Multimodal Data Analysis

Jing Zeng () and Xin Zhang ()
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Jing Zeng: University of Science and Technology of China
Xin Zhang: Florida State University

A chapter in Multimodal and Tensor Data Analytics for Industrial Systems Improvement, 2024, pp 59-106 from Springer

Abstract: Abstract In this book chapter, we provide a selective review of recent advances in tensor analysis and tensor modeling in statistics and machine learning. We then provide examples in health data science applications.

Keywords: Tensor data analysis; Tensor decomposition; Tensor clustering and regression; Coupled tensor data (search for similar items in EconPapers)
Date: 2024
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Persistent link: https://EconPapers.repec.org/RePEc:spr:spochp:978-3-031-53092-0_5

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DOI: 10.1007/978-3-031-53092-0_5

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