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Browsing Cranfield Health by Author "Panagou, Efstathios Z."

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A comparison of artificial neural networks and partial least squares modelling for the rapid detection of the microbial spoilage of beef fillets based on Fourier transform infrared spectral fingerprints

Panagou, Efstathios Z.; Mohareb, Fady R.; Argyri, Anthoula A.; Bessant, Conrad M.; Nychas, George-John E. (Elsevier Science B.V., Amsterdam, 2011-06-30)

A series of partial least squares (PLS) models were employed to correlate spectral data from FTIR analysis with beef fillet spoilage during aerobic storage at different temperatures (0, 5, 10, 15, and 20°C) using the dataset ...
Effect of temperature and water activity on growth and ochratoxin A production boundaries of two Aspergillus carbonarius isolates on a simulated grape juice medium

Tassou, C. C.; Natskoulis P. I.; Magan, Naresh; Panagou, Efstathios Z. (Blackwell Publishing Ltd, 2009-07-01)

Aims: To develop and validate a logistic regression model to predict the growth and ochratoxin A (OTA) production boundaries of two Aspergillus carbonarius isolates on a synthetic grape juice medium as a function of ...
Rapid qualitative and quantitative detection of beef fillets spoilage based on Fourier transform infrared spectroscopy data and artificial neural networks

Argyri, Anthoula A.; Panagou, Efstathios Z.; Tarantilis, P. A.; Polysiou, M.; Nychas, George-John E. (Elsevier, 2009)

A machine learning strategy in the form of a multilayer perceptron (MLP) neural network was employed to correlate Fourier transform infrared (FTIR) spectral data with beef spoilage during aerobic storage at chill and abuse ...
Table olives volatile fingerprints: Potential of an electronic nose for quality discrimination.

Panagou, Efstathios Z.; Sahgal, Natasha; Magan, Naresh; Nychas, George-John E. (Elsevier, 2008-09-25)

In the present work, the potential of an electronic nose to differentiate the quality of fermented green table olives based on their volatile profile was investigated. An electronic gas sensor array system comprising a ...

Browsing Cranfield Health by Author "Panagou, Efstathios Z."

Browsing Cranfield Health by Author "Panagou, Efstathios Z."

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