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■ Abbreviation / Long Form : PCR / principal component regression

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Total Number of Papers: 446
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Abbreviation:   PCR  (>> Co-occurring Abbreviation)
Long Form:   principal component regression
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No. Year Title Co-occurring Abbreviation
2020 Canopy hyperspectral characteristics and yield estimation of winter wheat (Triticum aestivum) under low temperature injury. MLR, NDVI, SPA
2020 Prediction of the total acid number (TAN) of colombian crude oils via ATR-FTIR spectroscopy and chemometric methods. FTIR, MIR-ATR, PLSR, RMSEC, TAN
2020 Simultaneous estimation of amlodipine and atorvastatin by micelle-augmented first derivative synchronous spectrofluorimetry and multivariate analysis. AML, ATR, GA-PCR, GA-PLS, PLS
2020 Stress Measurement of a Pressurized Vessel Using Ultrasonic Subsurface Longitudinal Wave With 1-3 Composite Transducers. SSL
2019 Analysis of the Overlapped Electrochemical Signals of Hydrochlorothiazide and Pyridoxine on the Ethylenediamine-Modified Glassy Carbon Electrode by Use of Chemometrics Methods. BR, CLS, PLS
2019 Application of Chemometrics for Spectral Resolving and Determination of Three Analgesics in Water Samples. ALS, ANN, MCR, PLS, RMSEC
2019 Chemometrics for resolving spectral data of cephalosporines and tracing their residue in waste water samples. ANN, MCR-ALS, PLS
2019 Comparison of prediction power of three multivariate calibrations for estimation of leaf anthocyanin content with visible spectroscopy in Prunus cerasifera. BPNN, LVs, NIR, PCs, PLSR, RMSEP, RPD, SNV
2019 Computational Predictability of Microsponge Properties Using Different Multivariate Models. ADC, EC, EE, MB, MLR, PCA
10  2019 Developing a multispectral model for detection of docosahexaenoic acid (DHA) and eicosapentaenoic acid (EPA) changes in fish fillet using physarum network and genetic algorithm (PN-GA) method. DHA, EPA, MLR, PLSR, PN-GA
11  2019 Effect of Genetic Algorithm-Based Wavelength Selection as a Preprocessing Tool on Multivariate Simultaneous Determination of Paracetamol, Orphenadrine Citrate, and Caffeine in the Presence of p-Aminophenol Impurity. CAF, GA, LVs, Or.cit, PAP, PAR, PLS
12  2019 Effect of ultrasonic on deterioration of oil in microwave vacuum frying and prediction of frying oil quality based on low field nuclear magnetic resonance (LF-NMR). LF-NMR
13  2019 Effects of climate factors on hemorrhagic fever with renal syndrome in Changchun, 2013 to 2017. HFRS, HVs
14  2019 Evaluation of self-nanoemulsifying drug delivery systems using multivariate methods to optimize permeability of captopril oral films. PCA, SNEODF
15  2019 Evaluation of the bias and precision of regression techniques and machine learning approaches in total dissolved solids modeling of an urban aquifer. BPNN, MLR
16  2019 Fusion of Spectroscopy and Cobalt Electrochemistry Data for Estimating Phosphate Concentration in Hydroponic Solution. EMF, NIR, PLSR, RMSE
17  2019 Identifying Bacterial Essential Genes Based on a Feature-Integrated Method. AUC
18  2019 Image-based QSAR Model for the Prediction of P-gp Inhibitory Activity of Epigallocatechin and Gallocatechin Derivatives. ANN, CCC, P-gp, PCs, QSAR, RMSE, SVM
19  2019 Insecticidal activity of phenolic acid amides against brown planthopper (BPH), Nilaparvata lugens (Stal) and their QSAR analysis. 2D-QSAR, BPH, MLR, PLS
20  2019 Multicomponent spectrometric analysis of drugs and their preparations. ANNs, CLS, DA, FDA, ILS, MLR, PCA, PLS, SIMCA
21  2019 Near real-time enumeration of live and dead bacteria using a fibre-based spectroscopic device. PLSR, SVR
22  2019 Non-invasive assessments of the advanced glycation end products in human skin using reflectance NIR spectroscopy. AGE, NIR, PLS-R, SVR, UV
23  2019 Novel spectrophotometric and factor-based multivariate calibration-prediction techniques for determination of two inhibitors of hepatitis C-virus and hepatocellular carcinoma in pure, human urine, and human plasma. DAV, EDR, HCC, HCV, PLS, RIV, SON, SOV
24  2019 Prediction of coumarin and ethyl vanillin in pure vanilla extracts using MID-FTIR spectroscopy and chemometrics. CMR, EVA, HPLC-DAD, SIMCA
25  2019 Prediction of Lipophilicity of some Quinolone Derivatives by using Quantitative Structure- Activity Relationship. GA, MLR, PLS, QSAR, SA, STS
26  2019 Prediction of soil salinity with soil-reflected spectra: A comparison of two regression methods. MF, PLSR
27  2019 Principal Component Regression on Motor Evoked Potential in Single-Pulse Transcranial Magnetic Stimulation. MEPs, PCs, TMS
28  2019 Quantitative Analysis of Gas Phase IR Spectra Based on Extreme Learning Machine Regression Model. AE, ELM, FTIR, IR, PLSR
29  2019 Quantitative Structure-activity Relationship Analysis for Predicting Lipophilicity of Aniline Derivatives (Including some Pharmaceutical Compounds). GA, Hy, MLOGP, MLR, PLSR, QSAR, vWV
30  2019 Rapid identification and quantification of Panax notoginseng with its adulterants by near infrared spectroscopy combined with chemometrics. ANN, CL, CWT, ELM, GC, HCA, HPLC, MSC, NIR, PLS-DA, PLSR, PN, RAO, RC, SNV, SVM, SVR
31  2019 Seasonal control of spatial distribution of soil moisture on a steep hillslope. ---
32  2019 Study on the multivariate prediction model and exposure level of indoor and outdoor particulate concentration in severe cold region of China. MLR
33  2019 Supervised machine learning models applied to disease diagnosis and prognosis. ML, RF, ROC
34  2019 Tablet capping predictions of model materials using multivariate approach. IBU, PCA
35  2019 The Determination of Parkinson's Drugs in Human Urine by Applying Chemometric Methods. PLS
36  2019 Univariate and multivariate spectrophotometric methods for simultaneous determination of avobenzone and octinoxate in pure form and in cosmetic formulations: A comparative study. AV, MCR, Oct, PLS, RD
37  2019 Univariate calibrations with or without chemometric assistance for determination of drugs lacking peak maxima in their zero-order profiles. AUC, CM, CM-SS, DS, DS-CM, PLS, TR, VR
38  2019 Using artificial neural network and multivariate calibration methods for simultaneous spectrophotometric analysis of Emtricitabine and Tenofovir alafenamide fumarate in pharmaceutical formulation of HIV drug. ANN, ANOVA, ETB, HIV, HPLC, LM, PLS, RMSE, TAF
39  2018 A feasibility study of rapid nondestructive detection of total volatile basic nitrogen (TVB-N) content in beef based on airflow and laser ranging technique. MLR, PLSR, TVB-N
40  2018 Assessment of temporal and spatial water quality in international Gomishan Lagoon, Iran, using multivariate analysis. BOD, CA, DO, EC, OLS, PCA, PLS, TOM, TP
41  2018 Background element content of the lichen Pseudevernia furfuracea: A supra-national state of art implemented by novel field data from Italy. BEC
42  2018 Comparison of multivariate data analysis techniques to improve glucose concentration prediction in mammalian cell cultivations by Raman spectroscopy. MLR, PLSR
43  2018 Data from the Farmgate-to-Meat Continuum Including Omics-Based Biomarkers to Better Understand the Variability of Beef Tenderness: An Integromics Approach. DMI, LDH-B, LT, PLS, ST, WBSF
44  2018 Development and Validation of Chemometric Spectrophotometric Methods for Simultaneous Determination of Simvastatin and Nicotinic Acid in Binary Combinations. CLS, NiA, PLS, SIM
45  2018 Error Covariance Penalized Regression: A novel multivariate model combining penalized regression with multivariate error structure. ECM, ECPR, MIR and NIR, PLS, RR
46  2018 Estimating soil heavy metals concentration at large scale using visible and near-infrared reflectance spectroscopy. PLSR, SNV, SVMR
47  2018 From laboratory- to pilot-scale: moisture monitoring in fluidized bed granulation by a novel microwave sensor using multivariate calibration approaches. MLR, MRT, PAT, PLS
48  2018 Genomic selection using principal component regression. GS, PLSR
49  2018 Impact of air pollution on cause-specific mortality in Korea: Results from Bayesian Model Averaging and Principle Component Regression approaches. BMA, PM10
50  2018 Modelling methods and cross-validation variants in QSAR: a multi-level analysis$. ANN, ANOVA, CV, MLR, PLS, SRD, SVM
51  2018 Multivariate Validated Models for Simultaneous Determination of Ibuprofen and Famotidine in the Presence of Related Substances. PLS, RMSECV
52  2018 Novel Stability-Indicating Chemometric-Assisted Spectrophotometric Methods for the Determination of Chlordiazepoxide and Clidinium Bromide in the Presence of Clidinium Bromide's Alkali-Induced Degradation Product. CDB, CDZ, PLS
53  2018 Pixel Selection by Successive Projections Algorithm Method in Multivariate Image Analysis for a QSAR Study of Antimicrobial Activity for Cephalosporins and Design New Cephalosporins. PLS, RMSEP, SPA
54  2018 Prediction of soil organic carbon with different parent materials development using visible-near infrared spectroscopy. PLSR, SMLR, SOC
55  2018 Predictive Validity of National Basketball Association Draft Combine on Future Performance. NBA, PCA
56  2018 Reactive oxygen species (ROS) activity of ambient fine particles (PM2.5) measured in Seoul, Korea. PCA, PM, ROS, SOC
57  2018 Regression and multivariate models for predicting particulate matter concentration level. MLR, SR
58  2018 Simultaneous Spectrophotometric Determination of Elbasvir and Grazoprevir in a Pharmaceutical Preparation. CLS, DW, EBV, GRV
59  2018 Six centuries of Upper Indus Basin streamflow variability and its climatic drivers. BR, HBR, UIB
60  2018 The long-termassessment ofair quality on an island inMalaysia. ---
61  2018 Use of continuous wavelet transform approach for simultaneous quantitative determination of multicomponent mixture by UV-Vis spectrophotometry. CHL, CWT, DT, GU, HPLC, PLS, PSE
62  2018 Validated chemometrics-assisted spectrophotometric methods for simultaneous determination of bisphenol-A-diglycidyl ether and some of its reaction products in canned foods in the Egyptian market. BADGE, EU
63  2017 A comparative QSAR analysis and molecular docking studies of phenyl piperidine derivatives as potent dual NK1R antagonists/serotonin transporter (SERT) inhibitors. FA-MLR, MLR, NK-1R, QSAR, SERT, SSRIs
64  2017 A Comparative QSAR Analysis, Molecular Docking and PLIF Studies of Some N-arylphenyl-2, 2-Dichloroacetamide Analogues as Anticancer Agents. DCA, FA-MLR, MLR, PDH, PLIF, QSAR
65  2017 A nested multivariate chemometrics based calibration strategy for direct trace biometal analysis in soft tissue utilizing Energy Dispersive X-Ray Fluorescence (EDXRF) and scattering spectrometry. ANN, EDXRF
66  2017 Advanced predictive methods for wine age prediction: Part I - A comparison study of single-block regression approaches based on variable selection, penalized regression, latent variables and tree-based ensemble methods. PLS
67  2017 Application of near-infrared spectroscopy for the rapid quality assessment of Radix Paeoniae Rubra. NIR, PLS, RMSEC, RMSECV, RMSEP, SMLR
68  2017 Aroma profile and sensory characteristics of a sulfur dioxide-free mulberry (Morus nigra) wine subjected to non-thermal accelerating aging techniques. AMW, CA, GM, PCA, PLSR
69  2017 At-line determination of pharmaceuticals small molecule's blending end point using chemometric modeling combined with Fourier transform near infrared spectroscopy. ANN, API, FT-NIR, HPLC, PLS1, PLS2
70  2017 Cocaine profiling: Implementation of a predictive model by ATR-FTIR coupled with chemometrics in forensic chemistry. PLS
71  2017 Comparative binder efficiency modeling of dry granulation binders using roller compaction. ADG, ANOVA, CI, DT, GF, KVA64, TBF, TF, TT
72  2017 Comparison between Two Linear Supervised Learning Machines' Methods with Principle Component Based Methods for the Spectrofluorimetric Determination of Agomelatine and Its Degradants. AGM, linSVR, PLS, RMSEP
73  2017 Concentration estimation of heavy metal in soils from typical sewage irrigation area of Shandong Province, China using reflectance spectroscopy. RMSE, RPD, SMLR, VINR
74  2017 Coupling Scatter Correction with bandpass filtering for preprocessing in the quantitative analysis of glucose from near infrared spectra. MSC, NIR, PLSR, SNV
75  2017 Determination of Odour Interactions of Three-Component Gas Mixtures Using an Electronic Nose. ---
76  2017 Determination of total iron-reactive phenolics, anthocyanins and tannins in wine grapes of skins and seeds based on near-infrared hyperspectral imaging. PLSR, SVR, TIRP
77  2017 Identification of informative features for predicting proinflammatory potentials of engine exhausts. SBFE
78  2017 Liquid Chromatographic-Chemometric Techniques for the Simultaneous HPLC Determination of Lansoprazole, Amoxicillin and Clarithromycin in Commercial Preparation. AMO, CLA, IS, LAN, PLSR
79  2017 Lubricant-Sensitivity Assessment of SPRESS B820 by Near-Infrared Spectroscopy: A Comparison of Multivariate Methods. MgSt, NIRS, PLS, TBF
80  2017 Optimal Regression Method for Near-Infrared Spectroscopic Evaluation of Articular Cartilage. BiPLS, CARS, GA, LS-SVM, MCUVE, NIR, PLSR, VCPA
81  2017 Prediction of peroxide value in omega-3 rich microalgae oil by ATR-FTIR spectroscopy combined with chemometrics. AOAC, PAI, PLSR, PV
82  2017 Simultaneous spectrophotometric determination of glimepiride and pioglitazone in binary mixture and combined dosage form using chemometric-assisted techniques. CRACLS, PLS
83  2017 Synchronous fluorescence spectroscopy for determination of tahini adulteration. MLR, PLS, RMSECV, RMSEP, SFS
84  2016 A fast and direct spectrophotometric method for the simultaneous determination of methyl paraben and hydroquinone in cosmetic products using successive projections algorithm. HQ, MLR, MP, PLS, RMSEC, RMSEP, SPA, SPA-MLR
85  2016 A new and consistent parameter for measuring the quality of multivariate analytical methods: Generalized analytical sensitivity. i.i.d, MLPCR
86  2016 A standardized soil quality index for diverse field conditions. AWC, C/N, CrA, CT, EC, GWA, kbA, NT, NV, PLSR, Pw, RR, SOC, SQI, TN, VIP
87  2016 Application of Fluorescence Spectrometry With Multivariate Calibration to the Enantiomeric Recognition of Fluoxetine in Pharmaceutical Preparations. PLS
88  2016 Biomass estimation in Pichia pastoris cultures by combined single-wavelength fluorescence measurements. MLR, PLSR, RMSEP, VIP
89  2016 Collision cross section prediction of deprotonated phenolics in a travelling-wave ion mobility spectrometer using molecular descriptors and chemometrics. CCS, MS, PA, PLS, SMLR, TM
90  2016 Combination of GC/FID/Mass spectrometry fingerprints and multivariate calibration techniques for recognition of antimicrobial constituents of Myrtus communis L. essential oil. OPLS, PLS
91  2016 Deriving backscatter reflective factors from 32-channel full-waveform LiDAR data for the estimation of leaf biochemical contents. HSL, VIs
92  2016 Enhancing prediction power of chemometric models through manipulation of the fed spectrophotometric data: A comparative study. PLS, RMSEP
93  2016 Full spectrum and selected spectrum based multivariate calibration methods for simultaneous determination of betamethasone dipropionate, clotrimazole and benzyl alcohol: Development, validation and application on commercial dosage form. ANN, BA, BMD, CT, PLS
94  2016 In-Process Control Assay of Pharmaceutical Microtablets Using Hyperspectral Imaging Coupled with Multivariate Analysis. API, HPLC, HSI, PLSR, SWIR
95  2016 Linear modeling of the soil-water partition coefficient normalized to organic carbon content by reversed-phase thin-layer chromatography. PLS, RP-TLC, SRD
96  2016 Lipidomics study of plasma phospholipid metabolism in early type 2 diabetes rats with ancient prescription Huang-Qi-San intervention by UPLC/Q-TOF-MS and correlation coefficient. HQS, NC, OPLS-DA, PCA, PLS, PLS-DA
97  2016 Neurochemostat: A Neural Interface SoC With Integrated Chemometrics for Closed-Loop Regulation of Brain Dopamine. CFM, DSP, FIA, FSCV, OOK, SoC
98  2016 Optimization of wavelength range and data interval in chemometric analysis of complex pharmaceutical mixtures. MCR
99  2016 Quantitative determination of aflatoxin B1 concentration in acetonitrile by chemometric methods using terahertz spectroscopy. PLS, SVM, THz
100  2016 Savitzky-Golay coupled with digital bandpass filtering as a pre-processing technique in the quantitative analysis of glucose from near infrared spectra. PLSR