Browsing by Author "Leontidis, Georgios"
Now showing 1 - 20 of 68
- Results Per Page
- Sort Options
Item 3D convolutional and recurrent neural networks for reactor perturbation unfolding and anomaly detection(2019) Durrant, Aiden; Leontidis, Georgios; Kollias, StefanosItem 3D Convolutional and Recurrent Neural Networks for Reactor Perturbation Unfolding Anomaly Detection(2019-06-04) Durrant, Aiden; Leontidis, Georgios; Kollias, Stefanos; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Computing ScienceItem Accelerate Training of Personalised Multi-Task Federated Learning(IEEE Explore, 2024-10-23) Li, Yiren; Sharma, Pradip; Leontidis, Georgios; Yi, Dewei; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing ScienceItem 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 Are Distributed Ledger Technologies the panacea for food traceability?(2019-03) Pearson, Simon; May, David; Leontidis, Georgios; Swainson, Mark; Brewer, Steve; Bidaut, Luc; Frey, Jeremy G.; Parr, Gerard; Maull, Roger; Zisman, Andrea; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine LearningItem Attention-Based Deep Learning Methods for Predicting Gas Turbine Emissions(2023-01-23) Potts, Rebecca Lauren; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Vice Principals; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy TransitionItem 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 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 Automated Crevasse Mapping Using Deep Learning Foundation Models to Analyse Climate Change and Glaciology(2024-04-09) Wallace, Steven; Durrant, Aiden; Harcourt, William D.; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Geography & EnvironmentItem Automatic segmentation of radar data from the Chang’E-4 mission using unsupervised machine learning : A data-driven interpretation approach(2024-07-15) Giannakis, Iraklis; Mcdonald, Ciaran; Feng, Jianqing; Zhou, Feng; Su, Yan; Martin-Torres, Javier; Zorzano Mier, Maria-Paz; Warren, Craig; Giannopoulos, Antonios; Leontidis, Georgios; University of Aberdeen.Geology and Geophysics; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Planetary Sciences; University of Aberdeen.Vice Principals; University of Aberdeen.Data and Artificial IntelligenceItem Bottom-up formulations for the multi-criteria decision analysis of oil and gas pipeline decommissioning in the North Sea : Brent field case study(2024-08-01) Jalili Dargalusani, Shahin; Leontidis, Georgios; Cauvin, Samuel; Gormley, Kate; Stone, Malcolm; Neilson, Richard; University of Aberdeen.Engineering; University of Aberdeen.Vice Principals; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.National Decommissioning Centre; University of Aberdeen.Biological Sciences; University of Aberdeen.Centre for Energy TransitionItem 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 The Clinical Practice Integration of Artificial Intelligence (CPI-AI) framework : a proposed application of IDEAL principles to artificial intelligence applications in trauma and orthopaedics(2024-09-18) Farrow, Luke; Meek, Dominic; Leontidis, Georgios; Campbell, Marion; Harrison, Ewen M.; Anderson, Lesley; University of Aberdeen.Applied Medicine; University of Aberdeen.Vice Principals; University of Aberdeen.Aberdeen Centre for Evaluation; University of Aberdeen.Institute of Applied Health Sciences; University of Aberdeen.Grampian Data Safe Haven (DaSH); University of Aberdeen.Aberdeen Cancer Centre; University of Aberdeen.Aberdeen Biomedical Imaging Centre; University of Aberdeen.Aberdeen Centre for Health Data ScienceItem Contrastive Domain Adaptation(Institute of Electrical and Electronics Engineers (IEEE), 2021-09-01) Thota, Mamatha; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine LearningItem 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 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 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 Deep learning techniques for in-core perturbation identification and localization of time-series nuclear plant measurements(2022-12-01) Papaoikonomou, Antonios; Wingate, James; Verma, Vasudha; Durrant, Aiden; Ioannou, George; Papagiannis, Tasos; Yu, Miao; Alexandridis, Georgios; Dokhane, Abdelhamid; Leontidis, Georgios; Kollias, Stefanos; Stafylopatis, Andreas; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy TransitionItem 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 Development of machine learning techniques and evaluation of analysis results(European Commission, 2019-08-12) Kollias, Stefanos; Stafylopatis, Andreas; Leontidis, Georgios; Alexandridis, Georgios; Tabouratzis, Tatiana; Durrant, Aiden; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning