Vasileios Balafas

According to our database, Vasileios Balafas authored at least 9 papers between 2021 and 2025.

Collaborative distances:

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

2025

Overcoming Over-Fitting in Constraint Acquisition via Query-Driven Interactive Refinement.

Vasileios Balafas, Dimos Tsouros, Nikolaos Ploskas, Kostas Stergiou

CoRR, September, 2025

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

Enhancing Constraint Acquisition Through Hybrid Learning: An Integration of Passive and Active Learning Strategies.

Vasileios Balafas, Dimosthenis C. Tsouros, Nikolaos Ploskas, Kostas Stergiou

Int. J. Artif. Intell. Tools, September, 2024

The Impact of Solution Diversity on Passive Constraint Acquisition.

Vasileios Balafas, Dimosthenis C. Tsouros, Nikolaos Ploskas, Kostas Stergiou

Proceedings of the 13th Hellenic Conference on Artificial Intelligence, 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

A Decision Support System for Monitoring and Control of Thermal Substations in District Heating Networks.

Vasileios Balafas, Leonidas Zouloumis, Nikolaos Ploskas, Giorgos Panaras

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

Computational Comparison of Deep Learning Algorithms for Object Detection.

Vasileios Balafas, Nikolaos Ploskas

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