George-John E. Nychas

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 9

Top Topics

Multispectral Imaging

Comparative Study

Hyperspectral Data

Top Venues

Comput. Electron. Agric.

Publications

Dimitrios Kolosov, Lemonia-Christina Fengou, Jens Michael Carstensen, Nette Schultz, George-John E. Nychas, Iosif Mporas
Microbiological Quality Estimation of Meat Using Deep CNNs on Embedded Hardware Systems. Sensors 23 (9) (2023)
Anastasia E. Lytou, Panagiotis Tsakanikas, Dimitra Lymperi, George-John E. Nychas
Rapid Assessment of Microbial Quality in Edible Seaweeds Using Sensor Techniques Based on Spectroscopy, Imaging Analysis and Sensors Mimicking Human Senses. Sensors 22 (18) (2022)
George Pampoukis, Anastasia E. Lytou, Anthoula A. Argyri, Efstathios Z. Panagou, George-John E. Nychas
Recent Advances and Applications of Rapid Microbial Assessment from a Food Safety Perspective. Sensors 22 (7) (2022)
Lemonia-Christina Fengou, Iosif Mporas, Evgenia Spyrelli, Alexandra Lianou, George-John E. Nychas
Estimation of the Microbiological Quality of Meat Using Rapid and Non-Invasive Spectroscopic Sensors. IEEE Access 8 (2020)
Evanthia Manthou, Sergio-Llaneza Lago, Evaggelos Dagres, Alexandra Lianou, Panagiotis Tsakanikas, Efstathios Z. Panagou, Maria Anastasiadi, Fady R. Mohareb, George-John E. Nychas
Application of spectroscopic and multispectral imaging technologies on the assessment of ready-to-eat pineapple quality: A performance evaluation study of machine learning models generated from two commercial data analytics tools. Comput. Electron. Agric. 175 (2020)
Panagiotis Tsakanikas, Lemonia-Christina Fengou, Evanthia Manthou, Alexandra Lianou, Efstathios Z. Panagou, George-John E. Nychas
A unified spectra analysis workflow for the assessment of microbial contamination of ready to eat green salads: Comparative study and application of non-invasive sensors. CoRR (2019)
Alexandra Lianou, Arianna Mencattini, Alexandro Catini, Corrado Di Natale, George-John E. Nychas, Eugenio Martinelli, Efstathios Z. Panagou
Online Feature Selection for Robust Classification of the Microbiological Quality of Traditional Vanilla Cream by Means of Multispectral Imaging. Sensors 19 (19) (2019)
Christos Platias, Zacharias Kandylakis, Efstathios Z. Panagou, George-John E. Nychas, Konstantinos Karantzalos
Snapshot Multispectral and Hyperspectral Data Processing for Estimating Food Quality Parameters. WHISPERS (2018)
Panagiotis Tsakanikas, Lemonia-Christina Fengou, Evanthia Manthou, Alexandra Lianou, Efstathios Z. Panagou, George-John E. Nychas
A unified spectra analysis workflow for the assessment of microbial contamination of ready-to-eat green salads: Comparative study and application of non-invasive sensors. Comput. Electron. Agric. 155 (2018)
Mahdi Amina, Vassilis S. Kodogiannis, Ilias Petrounias, John N. Lygouras, George-John E. Nychas
Identification of the Listeria monocytogenes survival curves in UHT whole milk utilising local linear wavelet neural networks. Expert Syst. Appl. 39 (1) (2012)
Mahdi Amina, Vassilis S. Kodogiannis, Efstathios Z. Panagou, George-John E. Nychas
Modeling the Listeria monocytogenes survival/death curves using wavelet neural networks. IJCNN (2010)