Chemometric pre-processing can negatively affect the performance of near-infrared spectroscopy models for fruit quality prediction

Sequential preprocessing through ORThogonalization (SPORT) and its application to near infrared spectroscopy

(2020) Jean-Michel Roger et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

NIRS prediction of dry matter content of single olive fruit with consideration of variable sorting for normalisation pre-treatment

(2020) Xudong Sun et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

The uses of near infra-red spectroscopy in postharvest decision support: A review

(2020) K.B. Walsh et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Investigating the need for preprocessing of near-infrared spectroscopic data as a function of sample size

(2020) Mark Schoot et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Parallel pre-processing through orthogonalization (PORTO) and its application to near-infrared spectroscopy

(2020) Puneet Mishra et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Visible-NIR ‘point’ spectroscopy in postharvest fruit and vegetable assessment: The science behind three decades of commercial use

(2020) Kerry B. Walsh et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

SPORT pre-processing can improve near-infrared quality prediction models for fresh fruits and agro-materials

(2020) Puneet Mishra et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Achieving robustness across season, location and cultivar for a NIRS model for intact mango fruit dry matter content

(2020) N.T. Anderson et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Towards calibration-invariant spectroscopy using deep learning

(2019) M. Chatzidakis et al.   Scientific Reports

VSN: Variable sorting for normalization

(2019) Gilles Rabatel et al.   JOURNAL OF CHEMOMETRICS

Measurement of optical properties of fruits and vegetables: A review

(2019) Renfu Lu et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Modern practical convolutional neural networks for multivariate regression: Applications to NIR calibration

(2018) Chenhao Cui et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Breaking with trends in pre-processing?

(2013) Jasper Engel et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Review of the most common pre-processing techniques for near-infrared spectra

(2009) Åsmund Rinnan et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY