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Item 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 HMSN : Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes(ArXiv, 2023-05-18) Durrant, Aiden; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem 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 Machine learning for analysis of real nuclear plant data in the frequency domain(2022-07-01) Kollias, Stefanos; Yu, Miao; Wingate, James; Durrant, Aiden; Leontidis, Georgios; Alexandridis, Georgios; Stafylopatis, Andreas; Mylonakis, Antonios; Vinai, Paolo; Demaziere, Christophe; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy TransitionItem AI-enabled Safe and Efficient Food Supply Chain(Research Excellence Framework (REF) 2021, 2022-06-22) Kollias, Stefanos; Ye, Xujiong; Yu, Miao; Duan, Wenting; Leontidis, Georgios; Swainson, Mark; Pearson, Simon; University of Aberdeen.Vice Principals; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem How might technology rise to the challenge of data sharing in agri-food?(2021-03-01) Durrant, Aiden; Markovic, Milan; Matthews, David; May, David; Leontidis, Georgios; Enright, Jessica; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine LearningItem Detection and Localisation of Multiple In-core Perturbations with Neutron Noise-based Self-Supervised Domain Adaptation(American Nuclear Society, 2021-10-06) Durrant, Aiden; Leontidis, Georgios; Kollias, Stefanos; Torres, Alejandro; Montalvo, Cristina; Mylonakis, Antonios; Demaziere, Christophe; Vinai, PaoloItem The Augmented Agronomist Pipeline and Time Series Forecasting(2020-04-17) Onoufriou, George; Hanheide, Marc; Leontidis, Georgios; 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 LearningItem 3D convolutional and recurrent neural networks for reactor perturbation unfolding and anomaly detection(2019) Durrant, Aiden; Leontidis, Georgios; Kollias, Stefanos
