Follow
Nikos Mylonas
Title
Cited by
Cited by
Year
Agricultural robotics for field operations
S Fountas, N Mylonas, I Malounas, E Rodias, C Hellmann Santos, ...
Sensors 20 (9), 2672, 2020
3512020
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
2672020
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
1572020
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
942021
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
702020
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
572022
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
492022
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
272022
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
172021
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
132024
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
132022
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
122022
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
112022
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
112020
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
92023
OPTIMA EU project: main goal and first results of inventory about current spray practices in vineyards and orchards
P Marucco, P Balsari, M Grella, M Pugliese, E Eberle, E Gil, JL Casamada, ...
Suprofruit 2019–15th Workshop on Spray Application in Fruit Growing, 99-100, 2019
92019
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
82022
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
82022
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
52021
Management Information Systems and Emerging Technologies
A Kasimati, V Psiroukis, H Panoutsopoulos, S Mouseti, N Mylonas, ...
Advanced Automation for Tree Fruit Orchards and Vineyards, 195-218, 2023
32023
The system can't perform the operation now. Try again later.
Articles 1–20