Borja Espejo-García

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Machine Learning

Top Venues

Comput. Electron. Agric.

Publications

Hercules Panoutsopoulos, Borja Espejo-García, Stephan Raaijmakers, Xu Wang, Spyros Fountas, Christopher Brewster
Investigating the effect of different fine-tuning configuration scenarios on agricultural term extraction using BERT. Comput. Electron. Agric. 225 (2024)
Spyros Fountas, Borja Espejo-García, Aikaterini Kasimati, Marilena Gemtou, Hercules Panoutsopoulos, Evangelos Anastasiou
Agriculture 5.0: Cutting-Edge Technologies, Trends, and Challenges. IT Prof. 26 (1) (2024)
Nicoleta Darra, Borja Espejo-García, Aikaterini Kasimati, Olga Kriezi, Emmanouil Psomiadis, Spyros Fountas
Can Satellites Predict Yield? Ensemble Machine Learning and Statistical Analysis of Sentinel-2 Imagery for Processing Tomato Yield Prediction. Sensors 23 (5) (2023)
Borja Espejo-García, Hercules Panoutsopoulos, Evangelos Anastasiou, Francisco Javier Rodríguez-Rigueiro, Spyros Fountas
Top-tuning on transformers and data augmentation transferring for boosting the performance of weed identification. Comput. Electron. Agric. 211 (2023)
Aikaterini Kasimati, Borja Espejo-García, Nicoleta Darra, Spyros Fountas
Predicting Grape Sugar Content under Quality Attributes Using Normalized Difference Vegetation Index Data and Automated Machine Learning. Sensors 22 (9) (2022)
Vasilis Psiroukis, Borja Espejo-García, Andreas Chitos, Athanasios Dedousis, Konstantinos Karantzalos, Spyros Fountas
Assessment of Different Object Detectors for the Maturity Level Classification of Broccoli Crops Using UAV Imagery. Remote. Sens. 14 (3) (2022)
Borja Espejo-García, Ioannis Malounas, Nikos Mylonas, Aikaterini Kasimati, Spyros Fountas
Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficiencies. Comput. Electron. Agric. 196 (2022)
Borja Espejo-García, Nikos Mylonas, Loukas Athanasakos, Spyros Fountas, Ioannis Vasilakoglou
Towards weeds identification assistance through transfer learning. Comput. Electron. Agric. 171 (2020)
Borja Espejo-García, Nikolaos Mylonas, Loukas Athanasakos, Spyros Fountas
Improving weeds identification with a repository of agricultural pre-trained deep neural networks. Comput. Electron. Agric. 175 (2020)
Spyros Fountas, Borja Espejo-García, Aikaterini Kasimati, Nikolaos Mylonas, Nicoleta Darra
The Future of Digital Agriculture: Technologies and Opportunities. IT Prof. 22 (1) (2020)
Borja Espejo-García, Francisco J. López-Pellicer, Javier Lacasta, Ramon Piedrafita Moreno, F. Javier Zarazaga-Soria
End-to-end sequence labeling via deep learning for automatic extraction of agricultural regulations. Comput. Electron. Agric. 162 (2019)
Borja Espejo-García, Jorge Martínez-Guanter, Manuel Pérez-Ruiz, Francisco J. López-Pellicer, F. Javier Zarazaga-Soria
Machine learning for automatic rule classification of agricultural regulations: A case study in Spain. Comput. Electron. Agric. 150 (2018)
Javier Lacasta, Francisco J. López-Pellicer, Borja Espejo-García, Javier Nogueras-Iso, F. Javier Zarazaga-Soria
Agricultural recommendation system for crop protection. Comput. Electron. Agric. 152 (2018)
Javier Lacasta, Francisco Javier López-Pellicer, Borja Espejo-García, Javier Nogueras-Iso, F. Javier Zarazaga-Soria
Aggregation-based information retrieval system for geospatial data catalogs. Int. J. Geogr. Inf. Sci. 31 (8) (2017)