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., 2024)

Machine Learning and Deep Learning for Plant Disease Classification and Detection - Vasileios Balafas; Emmanouil Karantoumanis; Malamati D. Louta; Nikolaos Ploskas (IEEE Access, 2023)

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; et al. (Proceedings of the 10th International Conference on Information and Communication Technologies in Agriculture, Food and Environment (HAICTA 2022), Athens, Greece, September 22-25, 2022, 2022)

Computational comparison of image preprocessing techniques for plant diseases detection - Emmanouil Karantoumanis; Vasileios Balafas; Malamati D. Louta; Nikolaos Ploskas (7th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference, SEEDA-CECNSM 2022, Ioannina, Greece, September 23-25, 2022, 2022)

An experimental evaluation of sensors on a LoRaWAN-based GPS tracking system - Emmanouil Karantoumanis; Xristos Krallis; Nikolaos Ploskas (PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26 - 28, 2021, 2021)

Power Consumption Estimation in Data Centers Using Machine Learning Techniques - Emmanouil Karantoumanis; Nikolaos Ploskas (Learning and Intelligent Optimization - 14th International Conference, LION 14, Athens, Greece, May 24-28, 2020, Revised Selected Papers, 2020)