Spectrum adapted expectation-maximization algorithm for high-throughput peak shift analysis

Spectrum adapted expectation-maximization algorithm for high-throughput peak shift analysis

We introduce a spectrum-adapted expectation-maximization (EM) algorithm for high-throughput analysis of a large number of spectral datasets by considering the weight of the intensity corresponding to the measurement energy steps. Proposed method was applied to synthetic data in order to evaluate the...

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Bibliographic Details
Main Authors: Tarojiro Matsumura, Naoka Nagamura, Shotaro Akaho, Kenji Nagata, Yasunobu Ando
Format: Article
Language:English
Published: Taylor & Francis Group 2019-12-01
Series:Science and Technology of Advanced Materials
Subjects:
em algorithm
peak separation
spectral data
xps analysis
machine learning
Online Access:http://dx.doi.org/10.1080/14686996.2019.1620123

Internet

http://dx.doi.org/10.1080/14686996.2019.1620123

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