Antonios Morellos

According to our database, Antonios Morellos authored at least 7 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Forecasting of Fusarium head blight spatial distribution in winter wheat using machine learning.

Antonios Morellos, Xanthoula Eirini Pantazi, Muhammad Baraa Almoujahed, Zita Kriauciuniene, Marius Kazlauskas, Egidijus Sarauskis, Abdul Mounem Mouazen

Comput. Electron. Agric., 2025

Cost-benefit evaluation of preventive site-specific fungicide spraying for fusarium head blight in wheat.

Muhammad Baraa Almoujahed, Orly Enrique Apolo-Apolo, Antonios Morellos, Xanthoula Eirini Pantazi, Marius Kazlauskas, Zita Kriauciuniene, Egidijus Sarauskis, Abdul Mounem Mouazen

Comput. Electron. Agric., 2025

2024

Comparative analysis of LS-SVM and random forest models for sensor-based lameness detection in cattle.

Konstantinos Dolaptsis, Georgios Tziotzios, Antonios Morellos, Dimitrios Kateris, Dionysis Bochtis

Proceedings of the Short Paper Proceedings, 2024

2023

Investigation of Deep Learning Architectures for Disease Identification of Vines in Agricultural Environments.

Konstantinos Dolaptsis, Antonios Morellos, Georgios Tziotzios, Athanasios Anagnostis, Dimitrios Kateris, Dionysis Bochtis

Proceedings of the 2023 6th Experiment@ International Conference (exp.at'23), 2023

2022

Comparison of Deep Neural Networks in Detecting Field Grapevine Diseases Using Transfer Learning.

Antonios Morellos, Xanthoula Eirini Pantazi, Charalampos Paraskevas, Dimitrios Moshou

Remote. Sens., 2022

2020

Non-Destructive Early Detection and Quantitative Severity Stage Classification of Tomato Chlorosis Virus (ToCV) Infection in Young Tomato Plants Using Vis-NIR Spectroscopy.

Antonios Morellos, Georgios Tziotzios, Chrysoula Orfanidou, Xanthoula Eirini Pantazi, Christos Sarantaris, Varvara Maliogka, Thomas K. Alexandridis, Dimitrios Moshou

Remote. Sens., 2020

2015

Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps.

Xanthoula Eirini Pantazi, Dimitrios Moshou, Antonios Morellos, Rebecca Louise Whetton, Jens Wiebensohn, Abdul Mounem Mouazen

Proceedings of the Engineering Applications of Neural Networks, 2015