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Frederic Isingizwe
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Year
Machine learning applications to non-destructive defect detection in horticultural products
JFI Nturambirwe, UL Opara
Biosystems engineering 189, 60-83, 2020
1082020
Non-destructive measurement of internal quality of apple fruit by a contactless NIR spectrometer with genetic algorithm model optimization
JFI Nturambirwe, HH Nieuwoudt, WJ Perold, UL Opara
Scientific African 3, e00051, 2019
392019
Recent Advancements on Vibrational Spectroscopic Techniques for the Detection of Authenticity and Adulteration in Horticultural Products with a Specific Focus on Oils, Juices …
E Arendse, H Nieuwoudt, LS Magwaza, JFI Nturambirwe, OA Fawole, ...
Food and Bioprocess Technology, 1935-5149, 2020
352020
Classification learning of latent bruise damage to apples using shortwave infrared hyperspectral imaging
JFI Nturambirwe, WJ Perold, UL Opara
Sensors 21 (15), 4990, 2021
212021
Detecting Bruise Damage and Level of Severity in Apples using a Contactless NIR Spectrometer
JFI Nturambirwe, HH Nieuwoudt, WJ Perold, UL Opara
Applied Engineering in Agriculture 36 (3), 257-270, 2020
182020
Feature reduction for the classification of bruise damage to apple fruit using a contactless FT-NIR spectroscopy with machine learning
JFI Nturambirwe, EA Hussein, M Vaccari, C Thron, WJ Perold, UL Opara
Foods 12 (1), 210, 2023
162023
Performance of genetic algorithm in optimization of NIRS PLS models to predict apple fruit quality
JFI Nturambirwe, HH Nieuwoudt, UL Opara, WJ Perold
VII International Conference on Managing Quality in Chains (MQUIC2017) and …, 2017
42017
Advances in spectral techniques for fruit quality evaluation: case of ULF-NMR and NIRS
JFI Nturambirwe
Ph. D. Thesis, 2017
32017
Non-destructive measurement of internal fruit quality using SQUID-NMR techniques
JFI Nturambirwe
Stellenbosch: Stellenbosch University, 2012
32012
Superconducting quantum interference device (SQUID) magnetometers: Principles, fabrication and applications
JFI Nturambirwe
Postgraduate diploma assay, May, 2010
32010
A Squid-Detected NMR Relaxation Study of Banana Fruit Ripening
JFI Nturambirwe, WJ Perold, UL Opara
Applied Engineering in Agriculture 37 (2), 219-231, 2021
22021
A HTS dc SQUID-NMR: fabrication of the SQUID and application to low-field NMR for fruit quality detection
JFI Nturambirwe, WJ Perold, LU Opara
Sensors, MEMS and electro-optical systems 9257, 155-165, 2014
22014
Near infrared spectrometric technique for testing fruit quality: Optimisation of regression models using genetic algorithms
JFI Nturambirwe, WJ Perold, UL Opara
Fourth Conference on Sensors, MEMS, and Electro-Optic Systems 10036, 214-220, 2017
12017
Application of Fourier-transform near-infrared spectroscopy (FT-NIRS) combined with chemometrics for evaluation of quality attributes of dried pomegranate arils
EE Okere, E Arendse, JFI Nturambirwe, H Nieuwoudt, OA Fawole, ...
Acta Hortic. 1349, 365 - 370, 2022
2022
Advances in spectral techniques for fruit quality evaluation: case of ULF-NMR and NIRS
JF Isingizwe Nturambirwe
Stellenbosch: Stellenbosch University, 2017
2017
ULTRA-LOW FIELD MAGNETIC RESONANCE FOR FRUIT QUALITY TESTING
FNJ Isingizwe, WJ Perold, LU Opara
SESSION CHAIRS, 23, 2014
2014
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Articles 1–16