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Valeria Fonseca Diaz
Valeria Fonseca Diaz
Researcher and Senior Data Scientist
Verified email at scch.at
Title
Cited by
Cited by
Year
Cost-efficient unsupervised sample selection for multivariate calibration
VF Diaz, B De Ketelaere, B Aernouts, W Saeys
Chemometrics and Intelligent Laboratory Systems 215, 104352, 2021
132021
Unsupervised dynamic orthogonal projection. An efficient approach to calibration transfer without standard samples
VF Diaz, JM Roger, W Saeys
Analytica Chimica Acta 1225, 340154, 2022
112022
Domain invariant covariate selection (Di-CovSel) for selecting generalized features across domains
VF Diaz, P Mishra, JM Roger, W Saeys
Chemometrics and Intelligent Laboratory Systems 222, 104499, 2022
92022
Use of non-industrial environmental sensors and machine learning techniques in telemetry for indoor air pollution
G Carlos, F Valeria, V Guillermo
ARPN J. Eng. Appl. Sci 13, 2702-2712, 2018
52018
Monitoring of multivariate calibration models in the absence of new reference values: the regression case
VF Diaz, B Aernouts, E Bobelyn, B Nicolai, W Saeys
Chemometrics and Intelligent Laboratory Systems 240, 104884, 2023
42023
Robustness control in bilinear modeling based on maximum correntropy
V Fonseca Diaz, B De Ketelaere, B Aernouts, W Saeys
Journal of Chemometrics 34 (4), e3215, 2020
42020
Near-infrared spectra dataset of milk composition in transmittance mode
JA Diaz-Olivares, A van Nuenen, MJ Gote, VF Díaz, W Saeys, I Adriaens, ...
Data in Brief 51, 109767, 2023
12023
On-farm NIR sensor for milk analysis: Exploitation of bias monitoring and bias correction
A van Nuenen, VF Diaz, JA Diaz-Olivares, W Saeys, B Aernouts
Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 124544, 2024
2024
Forecasting wine phenolic composition from infrared spectra of grapes extracts and monitoring of fermentations with optimised time-specific prediction models
K Lambrecht, VF Diaz, W Saeys, T Louw, W du Toit, JL Aleixandre-Tudo
Chemometrics and Intelligent Laboratory Systems 248, 105114, 2024
2024
Cloning instruments, model maintenance and calibration transfer
JM Roger, V Fonseca-Diaz, R Nikzad-Langerodi
2024
An extension of PARAFAC to analyze multi-group three-way data
M Rotari, VF Diaz, B De Ketelaere, M Kulahci
Chemometrics and Intelligent Laboratory Systems, 105089, 2024
2024
A complete scheme for unsupervised multivariate calibration monitoring
V Fonseca Diaz, A van Nuenen, J DÃaz Olivares
NIR2023, Date: 2023/08/20-2023/08/24, Location: Innsbruck, Austria, 187-187, 2023
2023
ON-FARM NIR SENSOR FOR MILK QUALITY ANALYSIS: BIAS CORRECTION WITH UNSUPERVISED TECHNIQUES AND BULK MILK ANALYSIS
A van Nuenen, V Fonseca Diaz, JA DÃaz Olivares, W Saeys, B Aernouts
NIR2023, Date: 2023/08/20-2023/08/24, Location: Inssbruck, Austria, 64-65, 2023
2023
Partial least squares regression with multiple domains
B Mikulasek, V Fonseca Diaz, D Gabauer, C Herwig, R Nikzad‐Langerodi
Journal of Chemometrics 37 (5), e3477, 2023
2023
Cost-efficient strategies for building, transferring, and maintaining multivariate calibration models for spectroscopic sensors
V Fonseca Diaz
KU Leuven, 2022
2022
Methodology for the Quantification of the Radio Spectrum Available for White Spaces in the Conditions of the Republic of Colombia
G Carlos, V Martha, F Valeria
AETA 2019-Recent Advances in Electrical Engineering and Related Sciences …, 2021
2021
UNA EXPERIENCIA SOBRE VALORES EN LA FORMACIÓN DE ESTUDIANTES DE INGENIERÍA EN EL PRIMER AÑO
NOA Prieto, GR Niño, VF Díaz
ANFEI Digital, 2015
2015
A review of calibration transfer and maintenance in an unsupervised way
VF Diaz, JM Roger, W Saeys
Résumés des communications, 20, 0
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Articles 1–18