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Browsing by Author "Panagou, Efstathios"

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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 ...
Multispectral image analysis approach to detect adulteration of beef and pork in raw meats

Ropodi, Athina; Pavlidis, Dimitrios; Mohareb, Fady R.; Panagou, Efstathios; Nychas, George (Elsevier, 2019-08-08)

The aim of this study was to investigate the potential of multispectral imaging supported by multivariate data analysis for the detection of minced beef fraudulently substituted with pork and vice versa. Multispectral ...

Browsing by Author "Panagou, Efstathios"

Browsing by Author "Panagou, Efstathios"

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