Prediction of the distillation temperatures of crude oils using 1H NMR and support vector regression with estimated confidence intervals

Talanta

Volumn 142, Issue , 2015, Pages 197-205

  Filgueiras, Paulo R ^a   Terra, Luciana A ^a   Castro, Eustáquio V R ^b   Oliveira, Lize M S L ^c   Dias, Júlio C M ^c   Poppi, Ronei J ^a  

^a UNIVERSITY OF CAMPINAS   (Brazil)

^b FEDERAL UNIVERSITY OF ESPÍRITO SANTO   (Brazil)

^c PETROBRAS   (Brazil)

Author keywords

Boosting; Confidence interval; Crude oil; Distillation boiling point; Partial least squares; Support vector regression

Indexed keywords

CRUDE OIL; DISTILLATION; FINANCIAL DATA PROCESSING; FORECASTING; MEAN SQUARE ERROR; REGRESSION ANALYSIS; VECTORS;

BOOSTING; CONFIDENCE INTERVAL; DISTILLATION TEMPERATURE; ENSEMBLE METHODS; PARTIAL LEAST SQUARE (PLS); PARTIAL LEAST SQUARES MODELS; ROOT-MEAN-SQUARE ERROR OF PREDICTIONS; SUPPORT VECTOR REGRESSION (SVR);

LEAST SQUARES APPROXIMATIONS;

EID: 84941419092     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2015.04.046     Document Type: Article

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