| Are Distributed Ledger Technologies the panacea for food traceability? S Pearson, D May, G Leontidis, M Swainson, S Brewer, L Bidaut, JG Frey, ... Global food security 20, 145-149, 2019 | 219 | 2019 |
| Lightweight deep learning models for detecting COVID-19 from chest X-ray images S Karakanis, G Leontidis Computers in Biology and Medicine 130, 104181, 2021 | 131 | 2021 |
| Capsule Routing via Variational Bayes. FDS Ribeiro, G Leontidis, SD Kollias Thirty-Fourth AAAI Conference on Artificial Intelligence, 3749-3756, 2020 | 97 | 2020 |
| A deep learning approach to anomaly detection in nuclear reactors F Caliva, FS De Ribeiro, A Mylonakis, C Demazi’ere, P Vinai, G Leontidis, ... 2018 International joint conference on neural networks (IJCNN), 1-8, 2018 | 87 | 2018 |
| Using deep learning to predict plant growth and yield in greenhouse environments B Alhnaity, S Pearson, G Leontidis, S Kollias International Symposium on Advanced Technologies and Management for …, 2019 | 86* | 2019 |
| Adaptation and contextualization of deep neural network models D Kollias, M Yu, A Tagaris, G Leontidis, S Kollias, AG Stafylopatis Computational Intelligence, 2017 IEEE Symposium Series on, 1-8, 2017 | 62 | 2017 |
| The role of cross-silo federated learning in facilitating data sharing in the agri-food sector A Durrant, M Markovic, D Matthews, D May, J Enright, G Leontidis Computers and Electronics in Agriculture 193, 106648, 2022 | 54 | 2022 |
| Contrastive Domain Adaptation M Thota, G Leontidis Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 50 | 2021 |
| Overview of the CORTEX project C Demazière, P Vinai, M Hursin, S Kollias, G Leontidis, J Herb Procedings of PHYSOR 2018: Reactor Physics Paving The Way Towards More …, 2018 | 50 | 2018 |
| A new unified framework for the early detection of the progression to diabetic retinopathy from fundus images G Leontidis, B Al-Diri, A Hunter Computers in biology and medicine 90, 98-115, 2017 | 50 | 2017 |
| An End-to-End Deep Neural Architecture for Optical Character Verification and Recognition in Retail Food Packaging FDS Ribeiro, L Gong, F Calivá, M Swainson, K Gudmundsson, M Yu, ... Image Processing, 2018 IEEE International Conference on, 2018 | 45 | 2018 |
| How might technology rise to the challenge of data sharing in agri-food? A Durrant, M Markovic, D Matthews, D May, G Leontidis, J Enright Global Food Security 28, 100493, 2021 | 44 | 2021 |
| Deep bayesian self-training FDS Ribeiro, F Calivá, M Swainson, K Gudmundsson, G Leontidis, ... Neural Computing and Applications, 1-17, 2019 | 43 | 2019 |
| An autoencoder wavelet based deep neural network with attention mechanism for multi-step prediction of plant growth B Alhnaity, S Kollias, G Leontidis, S Jiang, B Schamp, S Pearson Information Sciences 560, 35-50, 2021 | 40 | 2021 |
| Introducing Routing Uncertainty in Capsule Networks F De Sousa Ribeiro, G Leontidis, S Kollias Advances in Neural Information Processing Systems (NeurIPS) 33, 6490-6502, 2020 | 38 | 2020 |
| Imputation of missing sub-hourly precipitation data in a large sensor network: A machine learning approach BD Chivers, J Wallbank, SJ Cole, O Sebek, S Stanley, M Fry, G Leontidis Journal of Hydrology 588, 125126, 2020 | 31 | 2020 |
| Towards a deep unified framework for nuclear reactor perturbation analysis FDS Ribeiro, F Caliva, D Chionis, A Dokhane, A Mylonakis, C Demaziere, ... 2018 IEEE symposium series on computational intelligence (SSCI), 120-127, 2018 | 27 | 2018 |
| An adaptable deep learning system for optical character verification in retail food packaging FDS Ribeiro, F Caliva, M Swainson, K Gudmundsson, G Leontidis, ... 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), 1-8, 2018 | 26 | 2018 |
| Nemesyst: A hybrid parallelism deep learning-based framework applied for internet of things enabled food retailing refrigeration systems G Onoufriou, R Bickerton, S Pearson, G Leontidis Computers in Industry 113, 103133, 2019 | 25 | 2019 |
| Evaluation of geometric features as biomarkers of diabetic retinopathy for characterizing the retinal vascular changes during the progression of diabetes G Leontidis, B Al-Diri, J Wigdahl, A Hunter Engineering in Medicine and Biology Society(EMBC), 2015 37th Annual …, 2015 | 25 | 2015 |
Stefanos KolliasProfessor of Computer and Electricall Engineering National Technical University of AthensVerified email at cs.ntua.gr
