Emmanouil Karantoumanis

According to our database, Emmanouil Karantoumanis authored at least 6 papers between 2020 and 2024.

Collaborative distances:

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

2024

Real-time disease detection on bean leaves from a small image dataset using data augmentation and deep learning methods.

Emmanouil Karantoumanis, Vasileios Balafas, Malamati D. Louta, Nikolaos Ploskas

Soft Comput., November, 2024

2023

Machine Learning and Deep Learning for Plant Disease Classification and Detection.

Vasileios Balafas, Emmanouil Karantoumanis, Malamati D. Louta, Nikolaos Ploskas

IEEE Access, 2023

2022

Computational comparison of image preprocessing techniques for plant diseases detection.

Emmanouil Karantoumanis, Vasileios Balafas, Malamati D. Louta, Nikolaos Ploskas

Proceedings of the 7th South-East Europe Design Automation, 2022

Intelligent Pesticide and Irrigation Management in Precision Agriculture: The Case of VELOS Project.

Malamati D. Louta, Fokion Papathanasiou, Petros Damos, Nikolaos Ploskas, Minas Dasygenis, Thomas S. Kyriakidis, Vasileios Balafas, Antonios Chatzisavvas, Ioanna Karampelia, Emmanouil Karantoumanis, Nikolaos Mantas, Nikos Dimokas, Vassilios Lazaridis, Ioannis Vandikas, Kostas Stergiou, Pantelis A. Angelidis, Evangelos Tsikos

Proceedings of the 10th International Conference on Information and Communication Technologies in Agriculture, 2022

2021

An experimental evaluation of sensors on a LoRaWAN-based GPS tracking system.

Emmanouil Karantoumanis, Xristos Krallis, Nikolaos Ploskas

Proceedings of the PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26, 2021

2020

Power Consumption Estimation in Data Centers Using Machine Learning Techniques.

Emmanouil Karantoumanis, Nikolaos Ploskas

Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020