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Machine learning for pattern and waveform recognitions in terahertz image data

Several machine learning (ML) techniques were tested for the feasibility of performing automated pattern and waveform recognitions of terahertz time-domain spectroscopy datasets. Out of all the ML techniques under test, it was observed that random forest statistical algorithm works well with the THz...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Bulgarevich, Dmitry S., Talara, Miezel, Tani, Masahiko, Watanabe, Makoto
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7806755/
https://ncbi.nlm.nih.gov/pubmed/33441888
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-80761-9
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