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■ Abbreviation / Long Form : MPA / model population analysis

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Total Number of Papers: 16
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Abbreviation:   MPA  (>> Co-occurring Abbreviation)
Long Form:   model population analysis
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No. Year Title Co-occurring Abbreviation
2020 Interval combination iterative optimization approach coupled with SIMPLS (ICIOA-SIMPLS) for quantitative analysis of surface-enhanced Raman scattering (SERS) spectra. ICIOA-SIMPLS, RMSECV, SERS, WBS
2019 A modification of the bootstrapping soft shrinkage approach for spectral variable selection in the issue of over-fitting, model accuracy and variable selection credibility. BOSS, CARS, GA, MC-UVE, RC, SBOSS, SCARS, WBS
2019 Quantifying several adulterants of notoginseng powder by near-infrared spectroscopy and multivariate calibration. ALG, CARS, CF, NIR, PLS, SFP, TCM
2019 Quantitative Structure-Activity Relationship Study of Antioxidant Tripeptides Based on Model Population Analysis. FRAP, FTC, QSAR
2019 Random subspace-based ensemble modeling for near-infrared spectral diagnosis of colorectal cancer. LDA, NIR, RSM
2018 An NIRS-based assay of chemical composition and biomass digestibility for rapid selection of Jerusalem artichoke clones. FQGs, FQS, NIRS
2016 A bootstrapping soft shrinkage approach for variable selection in chemical modeling. BOSS, CARS, GA-PLS, MC-UVE, NIR, RMSECV, WBS
2016 A novel algorithm for spectral interval combination optimization. ICO, WBS
2016 The model adaptive space shrinkage (MASS) approach: a new method for simultaneous variable selection and outlier detection based on model population analysis. MASS, NIR, PLS, QSAR, WBMS
10  2016 [Study on Application of NIR Spectral Information Screening in Identification of Maca Origin]. CARS, GA, MC-UVE, MSC, ND, PCA-MD, PLS-DA, SD, SPA
11  2015 A new strategy to prevent over-fitting in partial least squares models based on model population analysis. CV, DW, nLVs, PLS
12  2015 Using variable combination population analysis for variable selection in multivariate calibration. BMS, CARS, EDF, GA-PLS, IRIV, MC-UVE-PLS, RMSECV, VCPA
13  2014 A novel variable selection approach that iteratively optimizes variable space using weighted binary matrix sampling. CARS, IRIV, MC-UVE, VISSA, WBMS
14  2013 Selective of informative metabolites using random forests based on model population analysis. RF
15  2012 [Screening of bioactive components in epimedium for osteoporosis treatment by model population analysis]. ---
16  2004 MMI devices with weak guiding designed in three dimensions using a genetic algorithm. MMI