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Research article

First published 2023-7

Reconstruction of Raman Spectra of Biochemical Mixtures Using Group and Basis Restricted Non-Negative Matrix Factorization

Kirsty Milligan, Kendra Scarrott, Jeffrey L. Andrews [...]

Applied Spectroscopy

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Research article

First published 2020-6

Monitor Ionizing Radiation-Induced Cellular Responses with Raman Spectroscopy,Non-Negative Matrix Factorization,and Non-Negative Least Squares

Xinchen Deng, Ramie Ali-Adeeb, Jeffrey L. Andrews [...]

Applied Spectroscopy

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Research article

First published 2018-1

Multivariate Analysis of Mixed Lipid Aggregate Phase Transitions Monitored Using Raman Spectroscopy

Sharon L. Neal

Applied Spectroscopy

Free access

Research article

First published 2024-1

Surface-Enhanced Raman Spectroscopy-Based Detection of Micro-RNA Biomarkers for Biomedical Diagnosis Using a Comparative Study of Interpretable Machine Learning Algorithms

Joy Q. Li, Hsin Neng-Wang, Aidan J. Canning [...]

Applied Spectroscopy

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Research article

First published 2013-11

Rectifying the representation learned by Non-negative Matrix Factorization

Tetsuya Yoshida

International Journal of Knowledge-Based and Intelligent Engineering Systems

Open access

Research article

First published 2025-05

On the Relation Between Linear Autoencoders and Non-Negative Matrix Factorization for Mutational Signature Extraction

Ida Egendal, Rasmus Froberg Brøndum, Marta Pelizzola [...]

Journal of Computational Biology

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Research article

First published 2018-7-27

Non-negative matrix factorization with L 0 sparseness constraints and its applications to face recognition

Dong Han, Shan Gai

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2017-9

Entropy-based link selection strategy for multidimensional complex networks

Liangliang Zhang, Longqi Yang, Guyu Hu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2022-01

Deep Unfolding for Non-Negative Matrix Factorization with Application to Mutational Signature Analysis

Rami Nasser, Yonina C. Eldar, Roded Sharan

Journal of Computational Biology

Open access

Research article

First published 2008

Non-Negative Matrix Factorization for the Analysis of Complex Gene Expression Data: Identification of Clinically Relevant Tumor Subtypes

Attila Frigyesi, Mattias Höglund

Cancer Informatics

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