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Item Farm Explorer : A Tool for Calculating Transparent Greenhouse Gas Emissions(2024-11-11) Markovic, Milan; Germano, Stefano; Garijo, Daniel; Edwards, Pete; Li, Andy; Ayall, Tewodros Alemu; Ramsey, Rachael; Leontidis, Georgios; University of Aberdeen.Trusted Things and Communities; University of Aberdeen.Computing Science; University of Aberdeen.Vice Principals; University of Aberdeen.Agents at Aberdeen; University of Aberdeen.Centre for Governance, Accountability, and Sustainability (GAS); University of Aberdeen.Aberdeen Biomedical Imaging Centre; University of Aberdeen.Machine LearningItem Embedding AI-Enabled Data Infrastructures for Sustainability in Agri-Food : Soft-Fruit and Brewery Use Case Perspectives(2024-11-16) Markovic, Milan; Li, Andy Hanou; Ayall, Tewodros Alemu; Watson, Nicholas J.; Bowler, Alexander L.; Woods, Mel; Edwards, Pete; Ramsey, Rachael; Beddows, Matthew Andrew; Kuhnert, Matthias; Leontidis, Georgios; University of Aberdeen.Trusted Things and Communities; University of Aberdeen.Computing Science; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Vice Principals; University of Aberdeen.Agents at Aberdeen; University of Aberdeen.Biological Sciences; University of Aberdeen.Machine LearningItem Specialist Advisory Group (SAG) on Applications of Artificial Intelligence to Environment Natural Resources & Agriculture Policy, Scottish Government - Workshop Report(Scottish Environment, Food and Agriculture Research Institutes (SEFARI), 2024-05-09) Brewer, Mark; Leontidis, Georgios; University of Aberdeen.Vice Principals; University of Aberdeen.Machine Learning; University of Aberdeen.Computing ScienceItem A Multi-Farm Global-to-Local Expert-Informed Machine Learning System for Strawberry Yield Forecasting(2024-06-02) Beddows, Matthew Andrew; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Vice Principals; University of Aberdeen.Machine Learning; University of Aberdeen.Computing ScienceItem A multi-farm global to local expert-informed machine learning system for strawberry yield forecasting(SSRN, 2024-03-04) Beddows, Matthew Andrew; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Vice Principals; University of Aberdeen.Machine Learning; University of Aberdeen.Computing ScienceItem Model pruning enables localized and efficient federated learning for yield forecasting and data sharing(2024-05-15) Li, Andy Hanou; Markovic, Milan; Edwards, Pete; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Agents at Aberdeen; University of Aberdeen.Machine LearningItem Decarbonising Our Food Systems : Contextualising Digitalisation For Net Zero(2023-05-03) Pearson, Simon; Brewer, Steve; Manning, Louise; Bidaut, Luc; Onoufriou, George; Durrant, Aiden; Leontidis, Georgios; Jabbour, Charbel; Zisman, Andrea; Parr, Gerard; Frey, Jeremy G.; Maull, Roger; University of Aberdeen.Computing ScienceItem Premonition Net, a multi-timeline transformer network architecture towards strawberry tabletop yield forecasting(2023-05-01) Onoufriou, George; Hanheide, Marc; Leontidis, Georgios; University of Aberdeen.Vice Principals; University of Aberdeen.Machine Learning; University of Aberdeen.Computing ScienceItem The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector(2022-02-01) Durrant, Aiden; Markovic, Milan; Matthews, David; May, David; Enright, Jessica; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Trusted Things and Communities; University of Aberdeen.Machine LearningItem Multi-source domain adaptation for quality control in retail food packaging(2020-12) Thota, Mamatha; Kollias, Stefanos; Swainson, Mark; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine Learning