| Agricultural robotics for field operations S Fountas, N Mylonas, I Malounas, E Rodias, C Hellmann Santos, ... Sensors 20 (9), 2672, 2020 | 251 | 2020 |
| Towards weeds identification assistance through transfer learning B Espejo-Garcia, N Mylonas, L Athanasakos, S Fountas, I Vasilakoglou Computers and Electronics in Agriculture 171, 105306, 2020 | 202 | 2020 |
| The future of digital agriculture: technologies and opportunities S Fountas, B Espejo-García, A Kasimati, N Mylonas, N Darra IT professional 22 (1), 24-28, 2020 | 119 | 2020 |
| Combining generative adversarial networks and agricultural transfer learning for weeds identification B Espejo-Garcia, N Mylonas, L Athanasakos, E Vali, S Fountas Biosystems Engineering 204, 79-89, 2021 | 63 | 2021 |
| Improving weeds identification with a repository of agricultural pre-trained deep neural networks B Espejo-Garcia, N Mylonas, L Athanasakos, S Fountas Computers and Electronics in Agriculture 175, 105593, 2020 | 59 | 2020 |
| Field assessment of a pulse width modulation (PWM) spray system applying different spray volumes: duty cycle and forward speed effects on vines spray coverage M Grella, F Gioelli, P Marucco, I Zwertvaegher, E Mozzanini, N Mylonas, ... Precision Agriculture 23 (1), 219-252, 2022 | 44 | 2022 |
| Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficiencies B Espejo-Garcia, I Malounas, N Mylonas, A Kasimati, S Fountas Computers and Electronics in Agriculture 196, 106868, 2022 | 28 | 2022 |
| Eden library: A long-term database for storing agricultural multi-sensor datasets from uav and proximal platforms N Mylonas, I Malounas, S Mouseti, E Vali, B Espejo-Garcia, S Fountas Smart Agricultural Technology 2, 100028, 2022 | 20 | 2022 |
| Monitoring of free-range rabbits using aerial thermal imaging V Psiroukis, I Malounas, N Mylonas, KE Grivakis, S Fountas, ... Smart Agricultural Technology 1, 100002, 2021 | 12 | 2021 |
| Zero-shot classification of biomedical articles with emerging mesh descriptors N Mylonas, S Karlos, G Tsoumakas 11th hellenic conference on artificial intelligence, 175-184, 2020 | 10 | 2020 |
| Boom sprayer optimizations for bed‐grown carrots at different growth stages based on spray distribution and droplet characteristics I Zwertvaegher, A Lamare, JP Douzals, P Balsari, P Marucco, M Grella, ... Pest Management Science 78 (4), 1729-1739, 2022 | 9 | 2022 |
| Connecting agricultural robots and smart implements by using ISO 11783 communication DS Paraforos, C Aubé, L Athanasakos, I Avgoustakis, S Baron, T Bresilla, ... 7th IFAC Conference on Sensing, Control and Automation Technologies for …, 2022 | 9 | 2022 |
| OPTIMA EU project: Main goal and first results of inventory of current spray practices in vineyards and orchards P Marucco, P Balsari, M Grella, M Pugliese, D Eberle, E Gil Moya, ... Proceedings of SUPROFRUIT 2019—15th Workshop on Spray Application and …, 2019 | 9 | 2019 |
| Airblast sprayer electrification for real-time, continuous fan-airflow adjustment according to canopy density during pesticide application in 3D crops. How electrification can … M Grella, P Marucco, F Gioelli, P Balsari, L Athanasakos, N Mylonas, ... VDI Berichte 2022 (2395), 389-396, 2022 | 7 | 2022 |
| An attention matrix for every decision: Faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classification N Mylonas, I Mollas, G Tsoumakas Data Mining and Knowledge Discovery 38 (1), 128-153, 2024 | 6 | 2024 |
| Local multi-label explanations for random forest N Mylonas, I Mollas, N Bassiliades, G Tsoumakas Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 6 | 2022 |
| Performance of a prototype boom sprayer for bed-Grown carrots based on canopy deposition optimization, ground losses and spray drift potential mitigation in semi-field conditions A Lamare, I Zwertvaegher, D Nuyttens, P Balsari, P Marucco, M Grella, ... Applied Sciences 12 (9), 4462, 2022 | 5 | 2022 |
| Early disease detection in apple and grape using deep learning on a smart-camera G Polder, P Blok, J van Daalen, J Peller, N Mylonas Proceedings of the European Conference on Agricultural Engineering AgEng …, 2021 | 4 | 2021 |
| A multi-instance multi-label weakly supervised approach for dealing with emerging MeSH descriptors N Mylonas, S Karlos, G Tsoumakas International Conference on Artificial Intelligence in Medicine, 397-407, 2021 | 3 | 2021 |
| Smart implements by leveraging ISOBUS: Development and evaluation of field applications GM Sharipov, A Heiß, T Bresilla, AT Nieuwenhuizen, J Hemming, ... Smart Agricultural Technology 6, 100341, 2023 | 2 | 2023 |
