Concepedia

Nikos Mylonas

NM

6

Publications

469

Citations

6

H-Index

2020

Active since

Affiliations

Agricultural University of Athens(Current)

Nikos Mylonas is an author at Agricultural University of Athens specializing in engineering, data science, and agricultural economics.

Top concepts

EngineeringData ScienceAgricultural EconomicsImage AnalysisMachine VisionComputer VisionMachine LearningTransfer LearningPattern RecognitionPrecision Agriculture

Publications per year

2020–2023

6

Publications

6

Towards weeds identification assistance through transfer learning

Borja Espejo-García, Nikos Mylonas, Loukas Athanasakos et al. · Computers and Electronics in Agriculture · 2020 · 256 citations

Image Classification, Machine Vision, Image Analysis +9

Combining generative adversarial networks and agricultural transfer learning for weeds identification

Borja Espejo-García, Nikos Mylonas, Loukas Athanasakos et al. · Biosystems Engineering · 2021 · 106 citations

Weeds Identification, Agricultural Transfer, Sustainable Agriculture +7

Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficiencies

Borja Espejo-García, Ioannis Malounas, Nikos Mylonas et al. · Computers and Electronics in Agriculture · 2022 · 61 citations

Convolutional Neural Network, Precision Agriculture, Engineering +16

Eden Library: A long-term database for storing agricultural multi-sensor datasets from UAV and proximal platforms

Nikos Mylonas, Ioannis Malounas, Sofia Mouseti et al. · Smart Agricultural Technology · 2021 · 24 citations · Full text

Proximal Platforms, Precision Agriculture, Engineering +13

Smart implements by leveraging ISOBUS: Development and evaluation of field applications

Galibjon M. Sharipov, Andreas Heiß, Trim Bresilla et al. · Smart Agricultural Technology · 2023 · 12 citations · Full text

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