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...

Full description

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

Similar Items

Similar Items