JOSE MANUEL
AMIGO RUBIO
INVESTIGADOR/A DISTINGUIDO/A
Publicaciones (159) Publicaciones de JOSE MANUEL AMIGO RUBIO
2024
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Coupling randomisation and sparse modelling for the exploratory analysis of large hyperspectral datasets
Chemometrics and Intelligent Laboratory Systems, Vol. 248
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Evidence of internalized microplastics in mussel tissues detected by volumetric Raman imaging
Science of the Total Environment, Vol. 914
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NIR-hyperspectral imaging and machine learning for non-invasive chemotype classification in Cannabis sativa L
Computers and Electronics in Agriculture, Vol. 217
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Yoghurt standardization using real-time NIR prediction of milk fat and protein content
Journal of Food Composition and Analysis, Vol. 128
2023
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Batch-wise versus continuous dough mixing of Danish butter cookies. A near infrared hyperspectral imaging study
Food Chemistry, Vol. 414
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Characterization of pyrite weathering products by Raman hyperspectral imaging and chemometrics techniques
Microchemical Journal, Vol. 190
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Environmental science through orbiters. An example of Sentinel-5P on how the Covid-19 pandemic impacted the air quality
Chemometrics and Intelligent Laboratory Systems, Vol. 240
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HYPERCam v1: Hyperspectral Camera Based on a Low-Cost Hardware and Software Architecture for Food Analysis Through Image Processing
Lecture Notes in Networks and Systems
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Issues with the detection and classification of microplastics in marine sediments with chemical imaging and machine learning
TrAC - Trends in Analytical Chemistry, Vol. 166
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Prediction of protein and lipid content in black soldier fly (Hermetia illucens L.) larvae flour using portable NIR spectrometers and chemometrics
Food Control, Vol. 153
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Successful Applications of NIR Spectroscopy and NIR Imaging in the Food Processing Chain
Foods
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The importance of choosing a proper validation strategy in predictive models. A tutorial with real examples
Analytica Chimica Acta, Vol. 1275
2022
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Assessment of macronutrients and alpha-galactosides of texturized vegetable proteins by near infrared hyperspectral imaging
Journal of Food Composition and Analysis, Vol. 108
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Combination of Two Synchrotron Radiation-Based Techniques and Chemometrics to Study an Enhanced Natural Remineralization of Enamel
Analytical Chemistry, Vol. 94, Núm. 13, pp. 5359-5366
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Data reduction by randomization subsampling for the study of large hyperspectral datasets
Analytica Chimica Acta, Vol. 1209
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Deep learning for near-infrared spectral data modelling: Hypes and benefits
TrAC - Trends in Analytical Chemistry, Vol. 157
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Determination of protein content in single black fly soldier (Hermetia illucens L.) larvae by near infrared hyperspectral imaging (NIR-HSI) and chemometrics
Food Control, Vol. 143
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SETApp: A machine learning and image analysis based application to automate the sea urchin embryo test
Ecotoxicology and Environmental Safety, Vol. 241
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The analytical/measurement sources of multivariate errors. A case study: Detecting microplastics in sand
Machine Learning and Pattern Recognition Methods in Chemistry from Multivariate and Data Driven Modeling (Elsevier), pp. 95-118
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Tooth whitening effects on dental enamel, oxidation or reduction? Comparison of physicochemical alterations in bovine enamel using Synchrotron-based Micro-FTIR
Dental Materials, Vol. 38, Núm. 4, pp. 670-679