Computational Comparison of Deep Learning Algorithms for Object Detection. - Vasileios Balafas; Nikolaos Ploskas (PCI, 2021)

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. (HAICTA, 2022)

A Decision Support System for Monitoring and Control of Thermal Substations in District Heating Networks. - Vasileios Balafas; Leonidas Zouloumis; Nikolaos Ploskas; Giorgos Panaras (SEEDA-CECNSM, 2022)

Computational comparison of image preprocessing techniques for plant diseases detection. - Emmanouil Karantoumanis; Vasileios Balafas; Malamati D. Louta; Nikolaos Ploskas (SEEDA-CECNSM, 2022)

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

The Impact of Solution Diversity on Passive Constraint Acquisition. - Vasileios Balafas; Dimosthenis C. Tsouros; Nikolaos Ploskas; Kostas Stergiou 001 (SETN, 2024)

Enhancing Constraint Acquisition Through Hybrid Learning: An Integration of Passive and Active Learning Strategies. - Vasileios Balafas; Dimosthenis C. Tsouros; Nikolaos Ploskas; Kostas Stergiou 001 (Int. J. Artif. Intell. Tools, 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., 2024)

Overcoming Over-Fitting in Constraint Acquisition via Query-Driven Interactive Refinement. - Vasileios Balafas; Dimos Tsouros; Nikolaos Ploskas; Kostas Stergiou 001 (CoRR, 2025)