Δημοσιεύσεις Σε Περιοδικά

1. E. Savvakis, D. Kapetas, M. C. Martínez-Ballesta, N. Katsoulas, E. M. Pechlivani, "AI-Based Potato Crop Abiotic Stress Detection via Instance Segmentation.", AI, vol. 7, no. 3, March 2026. https://doi.org/10.3390/ai7030111
2. D. Kapetas, P. Christakakis, I. Naounoulis, I. Vagelas, S. Faliagka, E. M. Pechlivani, N. Katsoulas, "Multispectral AI-driven imaging for detection of downy mildew and gray mold in grapevines.", Smart Agricultural Technology, 2026. https://doi.org/10.1016/j.atech.2026.101990
3. C. R. Medentzidis, D. Kapetas, E. M. Pechlivani, "Fungal Disease Detection on Vegetable Crops Using RGB Imaging.", Agriculture, vol. 16, no. 5, February 2026. https://doi.org/10.3390/agriculture16050541
4. D. Kapetas, P. Christakakis, S. Faliagka, N. Katsoulas, E. M. Pechlivani, "AI-Driven Insect Detection, Real-Time Monitoring, and Population Forecasting in Greenhouses.", AgriEngineering, vol. 7, no. 2, pp. 29, 2025. https://doi.org/10.3390/agriengineering7020029
5. D. Kapetas, E. Kalogeropoulou, P. Christakakis, C. Klaridopoulos, E. M. Pechlivani, "Comparative Evaluation of AI-Based Multi-Spectral Imaging and PCR-Based Assays for Early Detection of Botrytis cinerea Infection on Pepper Plants.", Agriculture, vol, 15, no. 2, pp. 164, 2025. https://doi.org/10.3390/agriculture15020164
6. D. Kapetas, E. Kalogeropoulou, P. Christakakis, C. Klaridopoulos, E. M. Pechlivani, "Multi-spectral image Transformer descriptor classification combined with Molecular Tools for early detection of tomato grey mould.", Smart Agricultural Technology, vol. 9, 2024. https://doi.org/10.1016/j.atech.2024.100580
7. P. Christakakis, N. Giakoumoglou, D. Kapetas, D. Tzovaras, E. M. Pechlivani, "Vision Transformers in Optimization of AI-Based Early Detection of Botrytis cinerea.", AI, vol. 5, no. 3, 2024. https://doi.org/10.3390/ai5030063

Δημοσιεύσεις Σε Συνέδρια

1. E. Kalogeropoulou, P. Christakakis, D. Kapetas, E. M. Pechlivani, "Καινοτόμα Συστήματα Τεχνητής Νοημοσύνης για Την Έγκαιρη Ανίχνευση Του Μύκητα Botrytis cinerea σε Κηπευτικά.", in Proceedings of the 9η - Πανελλήνια Συνάντηση Φυτοπροστασίας, Larissa, Greece, March 10-12, 2026. https://www.cropprotectionconference.gr/index.php
2. P. Christakakis, E. Kalogeropoulou, D. Kapetas, E. M. Pechlivani, "Deep Learning Meets qPCR: Detecting Fungal Plant Diseases.", in Proceedings of the 10th International Conference on Energy Efficiency & Agricultural Engineering (EE&AE), Stara Zagora, Bulgaria, November 05-07, 2025, pp. 1-7, doi: 10.1109/EEAE65901.2025.11273671
3. E. Kalogeropoulou, P. Christakakis, D. Kapetas, C. Klaridopoulos, E. M. Pechlivani, "Early Detection of Botrytis cinerea in Horticultural Crops Using Deep Learning Segmentation, Transformer-Based Classification, and Molecular Validation.", in Proceedings of the 17th Congress of the Mediterranean Phytopathological Union, Bari, Italy, July 6-10, 2025, pp. 445. https://oajournals.fupress.net/index.php/pm/article/view/16678/15178
4. E. M. Pechlivani, G. Gkogkos, P. Christakakis, D. Kapetas, I. Hadjigeorgiou, D. Ioannidis, D. Tzovaras, "Aquaponic Farming with Advanced Decision Support System: Practical Implementation and Evaluation.", in Proceedings of the 6th IEEE International Conference on Image Processing Applications and Systems (IPAS2025), Lyon, France, 2025, IEEE Xplore. https://doi.org/10.1109/IPAS63548.2025.10924523
5. D. Kapetas, P. Christakakis, V. Goglia, E. M. Pechlivani, "AI-based robotic trap for real-time insect detection, monitoring and population prediction.", in Proceedings of the 6th IEEE International Conference on Image Processing Applications and Systems (IPAS2025), Lyon, France, 2025, IEEE Xplore. https://doi.org/10.1109/IPAS63548.2025.10924486
6. P. Christakakis, D. Kapetas, S. Faliagka, N. Katsoulas, D. Tzovaras, E. M. Pechlivani, "Artificial Intelligence Algorithms Revolutionizing Insect Monitoring and Detection Challenges", in Proceedings of the Agricultural Engineering challenges in existing and new agroecosystems (AgEng) 2024, Athens, Greece, 1-4 July 2024. https://pcoconvin.eventsair.com/ageng24/call-for-abstracts
7. F. Rizou, R. Kougkolos, D. Kapetas, C. Georgiadis, G. Patseas, I. Raptis, A. Tsakiris, E. M. Pechlivani, D. Ioannidis, D. Tzovaras, "Advancing Cultural Heritage Preservation through monument 3D reconstruction and multi-platform interaction-based applications.", in Proceedings of the 28th international scientific and professional Conference Information Technology 2024, Žabljak, Montenegro, 21 -24 February 2024. https://doi.org/10.1109/IT61232.2024.10475758