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Applications of computerized pattern recognition: A survey of correlations between pharmacological activities and mass spectra
Author(s) -
Abe Hidetsugu,
Kumazawa Satoru,
Taji Toyoaki,
Sasaki ShinIchi
Publication year - 1976
Publication title -
biomedical mass spectrometry
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.475
H-Index - 121
eISSN - 1096-9888
pISSN - 0306-042X
DOI - 10.1002/bms.1200030402
Subject(s) - principal component analysis , pattern recognition (psychology) , feature selection , mass spectrum , cluster (spacecraft) , artificial intelligence , computer science , set (abstract data type) , feature (linguistics) , data set , component (thermodynamics) , data mining , mass spectrometry , chemistry , physics , chromatography , linguistics , philosophy , thermodynamics , programming language
Correlations between mass spectra and pharmacological activities were surveyed by means of computerized learning machine and cluster analysis. The principal component analysis and the nonlinear mapping techniques were used for the feature selection of the data set.