Combining reactive and deterministic behaviours for mobile agricultural robots. - Stavros G. Vougioukas; Spyros Fountas; Simon Blackmore; Lie Tang (Oper. Res., 2005)

Precision Agriculture Applications In Horticultural Crops In Greece and Worldwide. - Theofanis A. Gemtos; Spyros Fountas; Katerina Aggelopoulou (HAICTA, 2011)

Wireless Sensor Network for Precision Agriculture. - Aristotelis C. Tagarakis; Vasilis Liakos; Leonidas Perlepes; Spyros Fountas; Theofanis A. Gemtos (Panhellenic Conference on Informatics, 2011)

Soil Parameters Assessment by Remote Sensing. - Theofanis A. Gemtos; Christos Cavalaris; Christos Caramoutis; Dimitris Anagnostopoulos; Stavros G. Giouvanidis; Spyros Fountas (HAICTA, 2015)

Farm management information systems: Current situation and future perspectives. - Spyros Fountas; Giacomo Carli; Claus Grøn Sørensen; Zisis Tsiropoulos; Christos Cavalaris; Anna Vatsanidou; B. Liakos; Maurizio Canavari; Jens Wiebensohn; B. Tisserye (Comput. Electron. Agric., 2015)

Farm machinery management information system. - Spyros Fountas; Claus Grøn Sørensen; Zisis Tsiropoulos; Christos Cavalaris; Vasileios Liakos; Theofanis A. Gemtos (Comput. Electron. Agric., 2015)

Environmental Assessment of Precision Farming Techniques in a Pear Orchard. - Anna Vatsanidou; George Nanos; Spyros Fountas; Theofanis A. Gemtos (HAICTA, 2017)

Towards weeds identification assistance through transfer learning. - Borja Espejo-García; Nikos Mylonas; Loukas Athanasakos; Spyros Fountas; Ioannis Vasilakoglou (Comput. Electron. Agric., 2020)

Improving weeds identification with a repository of agricultural pre-trained deep neural networks. - Borja Espejo-García; Nikolaos Mylonas; Loukas Athanasakos; Spyros Fountas (Comput. Electron. Agric., 2020)

The Future of Digital Agriculture: Technologies and Opportunities. - Spyros Fountas; Borja Espejo-García; Aikaterini Kasimati; Nikolaos Mylonas; Nicoleta Darra (IT Prof., 2020)

Agricultural Robotics for Field Operations. - Spyros Fountas; Nikos Mylonas; Ioannis Malounas; Efthymios Rodias; Christoph Hellmann Santos; Erik Pekkeriet (Sensors, 2020)

A Semantic Data Model for a FAIR Digital Repository of Heterogeneous Agricultural Digital Objects. The Case of the EUREKA FarmBook. - Hercules Panoutsopoulos; Christopher Brewster; Spyros Fountas (JOWO, 2021)

Deploying Low-Cost and Full Edge-IoT/AI System for Optimizing Irrigation in Smallholder Farmers Communities. - Congduc Pham; Abdur Rahim; Christian Hartmann 007; Corentin Dupont; Johann Forster; Felix Markwordt; Jean-François Printanier; Kechar Bouabdellah; Mohammed Benkhelifa; Kamal Baraka; Tarik Benabdelouahab; Thomas Bartzanas; et al. (Intelligent Environments (Workshops), 2022)

Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficiencies. - Borja Espejo-García; Ioannis Malounas; Nikos Mylonas; Aikaterini Kasimati; Spyros Fountas (Comput. Electron. Agric., 2022)

Development of a Multi-Scale Tomato Yield Prediction Model in Azerbaijan Using Spectral Indices from Sentinel-2 Imagery. - Vasilis Psiroukis; Nicoleta Darra; Aikaterini Kasimati; Pavel Trojacek; Gunay Hasanli; Spyros Fountas (Remote. Sens., 2022)

Assessment of Different Object Detectors for the Maturity Level Classification of Broccoli Crops Using UAV Imagery. - Vasilis Psiroukis; Borja Espejo-García; Andreas Chitos; Athanasios Dedousis; Konstantinos Karantzalos; Spyros Fountas (Remote. Sens., 2022)

Predicting Grape Sugar Content under Quality Attributes Using Normalized Difference Vegetation Index Data and Automated Machine Learning. - Aikaterini Kasimati; Borja Espejo-García; Nicoleta Darra; Spyros Fountas (Sensors, 2022)

How many gigabytes per hectare are available in the digital agriculture era? A digitization footprint estimation. - Ahmed Kayad; Marco Sozzi; Dimitrios S. Paraforos; Francelino A. Rodrigues; Yafit Cohen; Spyros Fountas; Medel-Jimenez Francisco; Andrea Pezzuolo; Stefano Grigolato; Francesco Marinello (Comput. Electron. Agric., 2022)

Cotton Growth Modelling Using UAS-Derived DSM and RGB Imagery. - Vasilis Psiroukis; George Papadopoulos; Aikaterini Kasimati; Nikos Tsoulias; Spyros Fountas (Remote. Sens., 2023)

Can Satellites Predict Yield? Ensemble Machine Learning and Statistical Analysis of Sentinel-2 Imagery for Processing Tomato Yield Prediction. - Nicoleta Darra; Borja Espejo-García; Aikaterini Kasimati; Olga Kriezi; Emmanouil Psomiadis; Spyros Fountas (Sensors, 2023)

Phenotyping of individual apple tree in modern orchard with novel smartphone-based heterogeneous binocular vision and YOLOv5s. - Guanao Zhao; Ruizhe Yang; Xudong Jing; Haosen Zhang; Zhenchao Wu; Xiaoming Sun 003; Hanhui Jiang; Rui Li 069; Xiaofeng Wei; Spyros Fountas; Huijun Zhang; Longsheng Fu (Comput. Electron. Agric., 2023)

Top-tuning on transformers and data augmentation transferring for boosting the performance of weed identification. - Borja Espejo-García; Hercules Panoutsopoulos; Evangelos Anastasiou; Francisco Javier Rodríguez-Rigueiro; Spyros Fountas (Comput. Electron. Agric., 2023)

AKFruitYield: Modular benchmarking and video analysis software for Azure Kinect cameras for fruit size and fruit yield estimation in apple orchards. - Juan Carlos Miranda; Jaume Arnó; Jordi Gené-Mola; Spyros Fountas; Eduard Gregorio (SoftwareX, 2023)

Optimizing Crop Yield Prediction: Inter-Dated Vegetation Indices & Automl Ensembles in Processing Tomato Crop. - Nicoleta Darra; Borja Espejo-García; Emmanouil Psomiadis; Spyros Fountas (IGARSS, 2024)

Automated segmentation of individual leafy potato stems after canopy consolidation using YOLOv8x with spatial and spectral features for UAV-based dense crop identification. - Hanhui Jiang; Bryan Gilbert Murengami; Liguo Jiang; Chi Chen; Ciaran Johnson; Fernando Alfredo Auat Cheeín; Spyros Fountas; Rui Li 069; Longsheng Fu (Comput. Electron. Agric., 2024)

Investigating the effect of different fine-tuning configuration scenarios on agricultural term extraction using BERT. - Hercules Panoutsopoulos; Borja Espejo-García; Stephan Raaijmakers; Xu Wang 032; Spyros Fountas; Christopher Brewster (Comput. Electron. Agric., 2024)

Data value creation in agriculture: A review. - Havva Uyar; Ioannis Karvelas; Stamatia Rizou; Spyros Fountas (Comput. Electron. Agric., 2024)

Agriculture 5.0: Cutting-Edge Technologies, Trends, and Challenges. - Spyros Fountas; Borja Espejo-García; Aikaterini Kasimati; Marilena Gemtou; Hercules Panoutsopoulos; Evangelos Anastasiou (IT Prof., 2024)

Agricultural data privacy and federated learning: A review of challenges and opportunities. - Rahool Dembani; Ioannis Karvelas; Nur Arifin Akbar; Stamatia Rizou; Domenico Tegolo; Spyros Fountas (Comput. Electron. Agric., 2025)

Advancements in artificial pollination of crops: from manual to autonomous. - Leilei He; Xiaojuan Liu; Yusong Ding; Xudong Jing; Haojie Dang; Bryan Gilbert Murengami; Lamin L. Janneh; Rui Li 069; Spyros Fountas; Jayme Garcia Arnal Barbedo; Longsheng Fu (Comput. Electron. Agric., 2025)

Row-based kiwifruit counting pipeline for smartphone-captured videos using fruit tracking and detection region adaptation guided by support-post. - Jiwei Zhang 022; Liguo Jiang; Leilei He; Zhenchao Wu; Rui Li 069; Jinyong Chen; Xiaoxu Sun; Yunfei Xue; Anastasia Grecheneva; Spyros Fountas; Longsheng Fu (Comput. Electron. Agric., 2025)