Random forest as one-class classifier and infrared spectroscopy for food adulteration detection FB de Santana, WB Neto, RJ Poppi Food chemistry 293, 323-332, 2019 | 137 | 2019 |
Visible and near infrared spectroscopy coupled to random forest to quantify some soil quality parameters FB de Santana, AM de Souza, RJ Poppi Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 191, 454-462, 2018 | 101 | 2018 |
Non-destructive fraud detection in rosehip oil by MIR spectroscopy and chemometrics FB de Santana, LC Gontijo, H Mitsutake, SJ Mazivila, LM de Souza, ... Food chemistry 209, 228-233, 2016 | 60 | 2016 |
Discrimination of the type of biodiesel/diesel blend (B5) using mid-infrared spectroscopy and PLS-DA SJ Mazivila, FB de Santana, H Mitsutake, LC Gontijo, DQ Santos, ... Fuel 142, 222-226, 2015 | 60 | 2015 |
Removing the moisture effect in soil organic matter determination using NIR spectroscopy and PLSR with external parameter orthogonalization FB de Santana, LO de Giuseppe, AM de Souza, RJ Poppi Microchemical Journal 145, 1094-1101, 2019 | 41 | 2019 |
Rapid discrimination between authentic and adulterated andiroba oil using FTIR-HATR spectroscopy and random forest FB de Santana, SJ Mazivila, LC Gontijo, WB Neto, RJ Poppi Food Analytical Methods 11, 1927-1935, 2018 | 38 | 2018 |
Comparison of PLS and SVM models for soil organic matter and particle size using vis-NIR spectral libraries FB de Santana, SK Otani, AM de Souza, RJ Poppi Geoderma Regional 27, e00436, 2021 | 37 | 2021 |
Peripheral biomarkers allow differential diagnosis between schizophrenia and bipolar disorder L Tasic, ALT Larcerda, JGM Pontes, TBBC da Costa, JV Nani, LG Martins, ... Journal of psychiatric research 119, 67-75, 2019 | 37 | 2019 |
Quantification of adulterations in extra virgin flaxseed oil using MIR and PLS LM de Souza, FB de Santana, LC Gontijo, SJ Mazivila, WB Neto Food chemistry 182, 35-40, 2015 | 34 | 2015 |
Quantification of soybean biodiesels in diesel blends according to ASTM E1655 using mid-infrared spectroscopy and multivariate calibration LC Gontijo, E Guimarães, H Mitsutake, FB de Santana, DQ Santos, ... Fuel 117, 1111-1114, 2014 | 34 | 2014 |
Fast detection of adulterants/contaminants in biodiesel/diesel blend (B5) employing mid-infrared spectroscopy and PLS-DA SJ Mazivila, LC Gontijo, FB Santana, H Mitsutake, DQ Santos, ... Energy & Fuels 29 (1), 227-232, 2015 | 33 | 2015 |
Experimento didático de quimiometria para classificação de óleos vegetais comestíveis por espectroscopia no infravermelho médio combinado com análise discriminante por mínimos … FB Santana, AM Souza, MR Almeida, MC Breitkreitz, PR Filgueiras, ... Química Nova 43, 371-381, 2020 | 32 | 2020 |
Green methodology for soil organic matter analysis using a national near infrared spectral library in tandem with learning machine FB de Santana, AM de Souza, RJ Poppi Science of the total environment 658, 895-900, 2019 | 30 | 2019 |
Monitoring of biodiesel content and adulterant presence in methyl and ethyl biodiesels of jatropha in blends with mineral diesel using MIR spectrometry and multivariate control … BV Sitoe, ADV Máquina, FB de Santana, LC Gontijo, DQ Santos, WB Neto Fuel 191, 290-299, 2017 | 24 | 2017 |
Infrared spectroscopy and multivariate calibration for quantification of soybean oil as adulterant in biodiesel fuels E Guimarães, H Mitsutake, LC Gontijo, FB de Santana, DQ Santos, ... Journal of the American Oil Chemists' Society 92, 777-782, 2015 | 15 | 2015 |
Quantification of ethanol in biodiesels using mid-infrared spectroscopy and multivariate calibration E Guimarães, LC Gontijo, H Mitsutake, FB Santana, DQ Santos, ... Industrial & Engineering Chemistry Research 53 (35), 13575-13580, 2014 | 14 | 2014 |
A comparative study of MIR and NIR spectral models using ball-milled and sieved soil for the prediction of a range soil physical and chemical parameters FB de Santana, K Daly Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 279, 121441, 2022 | 12 | 2022 |
Development and validation of PLS models for quantification of biodiesels content from waste frying oil in diesel by HATR-MIR LC Gontijo, E Guimarães, H Mitsutake, FB Santana, DQ Santos, ... Revista Virtual de Química 5, 1517, 2014 | 12 | 2014 |
Fast classification of different oils and routes used in biodiesel production using mid infrared spectroscopy and PLS2-DA SJ Mazivila, H Mitsutake, FB Santana, LC Gontijo, DQ Santos, ... Journal of the Brazilian Chemical Society 26, 642-648, 2015 | 11 | 2015 |
Portable NIR spectrometer for quick identification of fat bloom in chocolates RF Gatti, FB de Santana, RJ Poppi, DS Ferreira Food Chemistry 342, 128267, 2021 | 9 | 2021 |