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Acquisition of a series of temperature-varied sample spectra to induce characteristic structural changes of components and selection of target-descriptive variables among them for multivariate analysis to improve accuracyGo to Link

Chang, Kyeol; Lee, Junghye; Jun, Chi-Hyuck; Chung, Hoeil

ArticleIssue Date2016CitationApplied Spectroscopy Reviews, v.51, no.7-9, pp 718 - 734PublisherMarcel Dekker Inc.
SCISCIESCOPUS
Improving the classification accuracy for IR spectroscopic diagnosis of stomach and colon malignancy using non-linear spectral feature extraction methodsGo to Link

Lee, Sanguk; Kim, Kyoungok; Lee, Hyeseon; Jun, Chi-Hyuck; Chung, Hoeil; Park, Jong-Jae

ArticleIssue Date2013CitationAnalyst, v.138, no.14, pp 4076 - 4082PublisherRoyal Society of Chemistry
SCISCIESCOPUS
Interleaved incremental association Markov blanket as a potential feature selection method for improving accuracy in near-infrared spectroscopic analysisGo to Link

Chang, Kyeol; Lee, Junghye; Jun, Chi-Hyuck; Chung, Hoeil

ArticleIssue Date2018CitationTalanta, v.178, pp 348 - 354PublisherElsevier BV
SCISCIESCOPUS
Kernel-based calibration methods combined with multivariate feature selection to improve accuracy of near-infrared spectroscopic analysisGo to Link

Lee, Junghye; Chang, Kyeol; Jun, Chi-Hyuck; Cho, Rae-Kwang; Chung, Hoeil; Lee, Hyeseon

ArticleIssue Date2015CitationChemometrics and Intelligent Laboratory Systems, v.147, pp 139 - 146PublisherElsevier BV
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