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Item 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 ProtoCaps : A Fast and Non-Iterative Capsule Network Routing Method(2023-12-06) Everett, Miles Anthony; Zhong, Mingjun; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Vice PrincipalsItem LLEDA—Lifelong Self-Supervised Domain Adaptation(2023-11-04) Thota, Mamatha; Yi, Dewei; Leontidis, Georgios; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Vice PrincipalsItem Tabular Machine Learning Methods for Predicting Gas Turbine Emissions(2023-08-14) Potts, Rebecca; Hackney, Rick; Leontidis, Georgios; University of Aberdeen.Computing ScienceItem Data Sharing and Interoperability for Data Trusts Workshop : Summary Report(Zenodo, 2020-11-20) Markovic, Milan; Leontidis, Georgios; Matthews, David; Enright, Jessica; Durrant, Aiden; May, David; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem An autoencoder wavelet based deep neural network with attention mechanism for multi-step prediction of plant growth(2021-06-01) Alhnaity, Bashar; Kollias, Stefanos; Leontidis, Georgios; Jiang, Shouyong; Schamp, Bert; Pearson, Simon; University of Aberdeen.Vice Principals; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine LearningItem Fully Homomorphically Encrypted Deep Learning as a Service(2021-10-13) Onoufriou, George; Mayfield, Paul; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Vice PrincipalsItem Imputation of missing sub-hourly precipitation data in a large sensor network : a machine learning approach(2020-09) Chivers, Benedict; Wallbank, John; Cole, Steven; Sebek, Ondrej; Stanley, Simon; Fry, Matthew; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine LearningItem Capsule Routing via Variational Bayes(2019-11-10) Ribeiro, Fabio De Sousa; Leontidis, Georgios; Kollias, Stefanos; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine LearningItem Deep Bayesian Self-Training(2020-05) Ribeiro, Fabio De Sousa; Calivá, Francesco; Swainson, Mark; Gudmundsson, Kjartan; Leontidis, Georgios; Kollias, Stefanos; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning