| Region based Support Vector Machine algorithm for medical diagnosis on Pima Indian Diabetes dataset S Karatsiolis, CN Schizas 2012 IEEE 12th International Conference on Bioinformatics & Bioengineering …, 2012 | 67 | 2012 |
| Img2ndsm: Height estimation from single airborne rgb images with deep learning S Karatsiolis, A Kamilaris, I Cole Remote Sensing 13 (12), 2417, 2021 | 29 | 2021 |
| Counting sea lions and elephants from aerial photography using deep learning with density maps C Padubidri, A Kamilaris, S Karatsiolis, J Kamminga Animal Biotelemetry 9 (1), 27, 2021 | 20 | 2021 |
| Training deep learning models via synthetic data: Application in unmanned aerial vehicles A Kamilaris, C van den Brink, S Karatsiolis Computer Analysis of Images and Patterns: CAIP 2019 International Workshops …, 2019 | 13 | 2019 |
| Land use change detection using deep siamese neural networks and weakly supervised learning I Kalita, S Karatsiolis, A Kamilaris Computer Analysis of Images and Patterns: 19th International Conference …, 2021 | 12 | 2021 |
| Accurate detection of illegal dumping sites using high resolution aerial photography and deep learning C Padubidri, A Kamilaris, S Karatsiolis 2022 IEEE International Conference on Pervasive Computing and Communications …, 2022 | 10 | 2022 |
| Conditional generative denoising autoencoder S Karatsiolis, CN Schizas IEEE Transactions on Neural Networks and Learning Systems 31 (10), 4117-4129, 2019 | 10 | 2019 |
| Identification of tree species in Japanese forests based on aerial photography and deep learning S Kentsch, S Karatsiolis, A Kamilaris, L Tomhave, MLL Caceres Advances and New Trends in Environmental Informatics: Digital Twins for …, 2021 | 9 | 2021 |
| Examining the potential of mobile applications to assist people to escape wildfires in real-time A Kamilaris, JB Filippi, C Padubidri, R Koole, S Karatsiolis Fire Safety Journal 136, 103747, 2023 | 6 | 2023 |
| Modular domain-to-domain translation network S Karatsiolis, CN Schizas, N Petkov Neural Computing and Applications 32, 6779-6791, 2020 | 4 | 2020 |
| GAEA: A Country-Scale Geospatial Environmental Modelling Tool: Towards a Digital Twin for Real Estate A Jamil, C Padubidri, S Karatsiolis, I Kalita, A Guley, A Kamilaris Environmental Informatics, 177-199, 2023 | 3 | 2023 |
| Exploiting digital surface models for inferring super-resolution for remotely sensed images S Karatsiolis, C Padubidri, A Kamilaris IEEE Transactions on Geoscience and Remote Sensing 60, 1-13, 2022 | 3 | 2022 |
| A Review on Key Performance Indicators for Climate Change J Schokker, A Kamilaris, S Karatsiolis Environmental Informatics, 273-292, 2021 | 3 | 2021 |
| Scalable Retrieval of Similar Landscapes in Optical Satellite Imagery Using Unsupervised Representation Learning S Karatsiolis, C Padubidri, A Kamilaris Remote Sensing 16 (1), 142, 2023 | 2 | 2023 |
| EscapeWildFire: Assisting people to escape wildfires in real-time A Kamilaris, J Provoost, JB Filippi, C Padubidri, S Karatsiolis, I Cole, ... 2021 IEEE International Conference on Pervasive Computing and Communications …, 2021 | 2 | 2021 |
| Focusing on Shadows for Predicting Heightmaps from Single Remotely Sensed RGB Images with Deep Learning S Karatsiolis, A Kamilaris arXiv preprint arXiv:2104.10874, 2021 | 1 | 2021 |
| Converting Image Labels to Meaningful and Information-rich Embeddings S Karatsiolis, A Kamilaris 10th International Conference on Pattern Recognition Applications and …, 2021 | 1 | 2021 |
| Implementing a Software Cache for Genetic Programming Algorithms for Reducing Execution Time. S Karatsiolis, CN Schizas IJCCI (ECTA), 259-265, 2014 | 1 | 2014 |
| A model-agnostic approach for generating Saliency Maps to explain inferred decisions of Deep Learning Models S Karatsiolis, A Kamilaris arXiv preprint arXiv:2209.08906, 2022 | | 2022 |
| The pursuit of beauty: Converting image labels to meaningful vectors S Karatsiolis, A Kamilaris arXiv preprint arXiv:2008.00665, 2020 | | 2020 |
