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Abbreviation : SVR
Long Form : support vector machine regression
No. Year Title Co-occurring Abbreviation
2019 Advances in chemometric control of commercial diesel adulteration by kerosene using IR spectroscopy. GA, MCR-ALS, PCA, PLS, SPA
2019 Application of multi-element viscoelastic models to freshness evaluation of beef based on the viscoelasticity principle. RMSEP, TVB-N, UGO
2019 Fuzzy Multi-SVR Learning Model for Reliability-Based Design Optimization of Turbine Blades. RBDO
2019 High-throughput NIR spectroscopic (NIRS) detection of microplastics in soil. MP, NIR, NIRS, PLS-DA
2019 Predicting blood pressure from physiological index data using the SVR algorithm. BP, LinearR, MAE, MAPE
2019 Prediction of total volatile basic nitrogen (TVB-N) content of chilled beef for freshness evaluation by using viscoelasticity based on airflow and laser technique. PLSR, TVB-N
2018 Application of feature selection and regression models for chlorophyll-a prediction in a shallow lake. Chl-a, RF
2017 Predicting the Enzymatic Hydrolysis Half-lives of New Chemicals Using Support Vector Regression Models Based on Stepwise Feature Elimination. SFE
2017 Prediction of Mind-Wandering with Electroencephalogram and Non-linear Regression Modeling. EEG, MW
10  2016 A Unified and Comprehensible View of Parametric and Kernel Methods for Genomic Prediction with Application to Rice. GBLUP, LASSO, RKHS
11  2016 Comparison of DSP-based nonlinear equalizers for intra-channel nonlinearity compensation in coherent optical OFDM. 16-QAM, CO-OFDM, DBP, DSP, LOP, NLEs, V-NLE
12  2016 Estimating Influenza Outbreaks Using Both Search Engine Query Data and Social Media Data in South Korea. ---
13  2015 Applying Attenuated Total Reflection-Mid-Infrared (ATR-MIR) Spectroscopy to Detect Hairtail Surimi in Mixed Surimi and Their Surimi Products. ATR-MIR, ID3, KNN, PLS-DA
14  2015 Dimensionality reduction of RKHS model parameters. KPLS, RKHS, RKPLS
15  2015 [Qualitative-Quantitative Analysis of Rice Bran Oil Adulteration Based on Laser Near Infrared Spectroscopy]. biPLS, MSC, MSE, OSC, PLS, SNV_DT, SPA, SVM
16  2015 [Quantitative analysis of thiram by surface-enhanced raman spectroscopy combined with feature extraction Algorithms]. DCT, PCA, PLSR
17  2013 A consensus perceived glycemic variability metric. CGM, CPGV, GV, MPs
18  2013 [Low carbon number fatty acid content prediction based on near-infrared spectroscopy]. MSE, PCA, PLS, PSO, RBF
19  2012 Linear and non-linear chemometric modeling of THM formation in Barcelona's water treatment plant. K-PLS, WTP
20  2012 Max Margin General Linear Modeling for Neuroimage Analyses. df, DTI, GLM, OLS, VBA
21  2011 Evaluation of mutual information, genetic algorithm and SVR for feature selection in QSAR regression. GA, MI, QSAR
22  2010 A novel Locally Linear Embedding and Wavelet Transform based encoding method for prediction of MHC-II binding affinity. LLE, WT
23  2007 RFRCDB-siRNA: improved design of siRNAs by random forest regression model coupled with database searching. RFR
24  2006 Hybrid approach of selecting hyperparameters of support vector machine for regression. CA, RSVR
25  2006 Quantitative prediction of mouse class I MHC peptide binding affinity using support vector machine regression (SVR) models. MHCs, ROC
26  2006 Superiority of nonlinear mapping in decoding multiple single-unit neuronal spike trains: a simulation study. BMI, MLP