| ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data FI Diakogiannis, F Waldner, P Caccetta, C Wu arxiv preprint (https://arxiv.org/abs/1904.00592), 0 | 1022* | |
| Deep learning on edge: Extracting field boundaries from satellite images with a convolutional neural network F Waldner, FI Diakogiannis Remote sensing of environment 245, 111741, 2020 | 175 | 2020 |
| Radio Galaxy Zoo: Claran – a deep learning classifier for radio morphologies C Wu, OI Wong, L Rudnick, SS Shabala, MJ Alger, JK Banfield, CS Ong, ... Monthly Notices of the Royal Astronomical Society 482 (1), 1211-1230, 2019 | 113 | 2019 |
| Looking for change? Roll the dice and demand attention FI Diakogiannis, F Waldner, P Caccetta Remote Sensing 13 (18), 3707, 2021 | 60 | 2021 |
| Detect, consolidate, delineate: Scalable mapping of field boundaries using satellite images F Waldner, FI Diakogiannis, K Batchelor, M Ciccotosto-Camp, ... Remote sensing 13 (11), 2197, 2021 | 43 | 2021 |
| Extraction of binary black hole gravitational wave signals from detector data using deep learning C Chatterjee, L Wen, F Diakogiannis, K Vinsen Physical Review D 104 (6), 064046, 2021 | 30 | 2021 |
| Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical laws W Tenachi, R Ibata, FI Diakogiannis The Astrophysical Journal 959 (2), 99, 2023 | 27 | 2023 |
| Finslerian Structure of Anisotropic Gravitational Field PC Stavrinos, D F. I. GrCo 10 (4), 269-278, 2004 | 23 | 2004 |
| Selecting Sagittarius: Identification and chemical characterization of the Sagittarius stream EA Hyde, S Keller, DB Zucker, R Ibata, A Siebert, GF Lewis, J Penarrubia, ... The Astrophysical Journal 805 (2), 189, 2015 | 20 | 2015 |
| A novel JEAnS analysis of the Fornax dwarf using evolutionary algorithms: mass follows light with signs of an off-centre merger FI Diakogiannis, GF Lewis, RA Ibata, M Guglielmo, PR Kafle, MI Wilkinson, ... Monthly Notices of the Royal Astronomical Society 470 (2), 2034-2053, 2017 | 18 | 2017 |
| Resolving the mass–anisotropy degeneracy of the spherically symmetric Jeans equation–I. Theoretical foundation FI Diakogiannis, GF Lewis, RA Ibata Monthly Notices of the Royal Astronomical Society 443 (1), 598-609, 2014 | 16 | 2014 |
| Weed mapping using very high resolution satellite imagery and fully convolutional neural network Y Rist, I Shendryk, F Diakogiannis, S Levick IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 15 | 2019 |
| A methods guideline for deep learning for tabular data in agriculture with a case study to forecast cereal yield J Richetti, FI Diakogiannis, A Bender, A Colaco, R Lawes Computers and Electronics in Agriculture 205, 2023 | 13 | 2023 |
| ResUNet-a: A deep learning framework for semantic segmentation of remotely sensed data. arXiv 2019 FI Diakogiannis, F Waldner, P Caccetta, C Wu arXiv preprint arXiv:1904.00592, 0 | 13 | |
| The ACTIONFINDER: An unsupervised deep learning algorithm for calculating actions and the acceleration field from a set of orbit segments R Ibata, FI Diakogiannis, B Famaey, G Monari The Astrophysical Journal 915 (1), 5, 2021 | 9 | 2021 |
| Reliable mass calculation in spherical gravitating systems FI Diakogiannis, GF Lewis, RA Ibata, M Guglielmo, MI Wilkinson, C Power Monthly Notices of the Royal Astronomical Society 482 (3), 3356-3372, 2019 | 9 | 2019 |
| Detection of marine oil-like features in Sentinel-1 SAR images by supplementary use of deep learning and empirical methods: Performance assessment for the Great Barrier Reef … D Blondeau-Patissier, T Schroeder, G Suresh, Z Li, FI Diakogiannis, ... Marine Pollution Bulletin 188, 114598, 2023 | 8 | 2023 |
| Dynamical modelling of NGC 6809: selecting the best model using Bayesian inference FI Diakogiannis, GF Lewis, RA Ibata Monthly Notices of the Royal Astronomical Society 437 (4), 3172-3182, 2014 | 8 | 2014 |
| Resolving the mass–anisotropy degeneracy of the spherically symmetric Jeans equation–II. Optimum smoothing and model validation FI Diakogiannis, GF Lewis, RA Ibata Monthly Notices of the Royal Astronomical Society 443 (1), 610-623, 2014 | 7 | 2014 |
| Rapid localization of gravitational wave sources from compact binary coalescences using deep learning C Chatterjee, M Kovalam, L Wen, D Beveridge, F Diakogiannis, K Vinsen The Astrophysical Journal 959 (1), 42, 2023 | 5 | 2023 |
