Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation [Hardcover] Cichocki, Andrzej; Zdunek, Rafal; Phan, Anh Huy and Amari, Shun-ichi label_19 books and lovers of epic interstellar

Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation [Hardcover] Cichocki, Andrzej; Zdunek, Rafal; Phan, Anh Huy and Amari, Shun-ichi label_19 books and lovers of epic interstellarThis book provides a broad survey of models and efficient algorithms for Nonnegative Matrix Factorization (NMF). This includes NMFs various extensions and modifications, especially Nonnegative Tensor Factorizations (NTF) and Nonnegative Tucker Decompositions (NTD). NMF NTF and their extensions are increasingly used as tools in signal and image processing, and data analysis, having garnered interest due to their capability to provide new insights and

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