Browsing by Author "Nychas, George-John"

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An automated ranking platform for machine learning regression models for meat spoilage prediction using multi-spectral imaging and metabolic profiling

Estelles-Lopez, Lucia; Ropodi, Athina; Pavlidis, Dimitris; Fotopoulou, Jenny; Gkousari, Christina; Peyrodie, Audrey; Panagou, Efstathios; Nychas, George-John; Mohareb, Fady R. (Elsevier, 2017-05-20)

Over the past decade, analytical approaches based on vibrational spectroscopy, hyperspectral/multispectral imagining and biomimetic sensors started gaining popularity as rapid and efficient methods for assessing food ...
Ensemble-based support vector machine classifiers as an efficient tool for quality assessment of beef fillets from electronic nose data

Mohareb, Fady R.; Papadopoulou, Olga; Panagou, Efstathios; Nychas, George-John; Bessant, Conrad M. (Royal Society of Chemistry, 2016-04-06)

Over the past years, the application of electronic nose devices has been investigated as a potential tool for assessing food freshness. This relies on the application of various pattern recognition methods to provide accurate ...

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