CNN features are also great at unsupervised classification J Guérin, O Gibaru, S Thiery, E Nyiri arXiv preprint arXiv:1707.01700, 2017 | 107 | 2017 |
Precipitation, landscape properties and land use interactively affect water quality of tropical freshwaters RLG Nobre, A Caliman, CR Cabral, F de Carvalho Araújo, J Guerin, ... Science of The Total Environment 716, 137044, 2020 | 100 | 2020 |
Forecasting Covid-19 dynamics in Brazil: a data driven approach IG Pereira, JM Guerin, AG Silva Júnior, GS Garcia, P Piscitelli, A Miani, ... International Journal of Environmental Research and Public Health 17 (14), 5115, 2020 | 91 | 2020 |
Combining pretrained CNN feature extractors to enhance clustering of complex natural images J Guérin, S Thiery, E Nyiri, O Gibaru, B Boots Neurocomputing 423, 551-571, 2021 | 47 | 2021 |
Improving Image Clustering With Multiple Pretrained CNN Feature Extractors J Guérin, B Boots arXiv preprint arXiv:1807.07760, 2018 | 39 | 2018 |
A Model Based on LSTM Neural Networks to Identify Five Different Types of Malware EO Andrade, J Viterbo, CN Vasconcelos, J Guérin, FC Bernardini Procedia Computer Science 159, 182-191, 2019 | 34 | 2019 |
Out-of-distribution detection is not all you need J Guérin, K Delmas, R Ferreira, J Guiochet Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14829 …, 2023 | 21 | 2023 |
Evaluation of runtime monitoring for UAV emergency landing J Guerin, K Delmas, J Guiochet 2022 International Conference on Robotics and Automation (ICRA), 9703-9709, 2022 | 19 | 2022 |
Unsupervised robotic sorting: Towards autonomous decision making robots J Guérin, S Thiery, E Nyiri, O Gibaru arXiv preprint arXiv:1804.04572, 2018 | 16 | 2018 |
Certifying Emergency Landing for Safe Urban UAV J Guérin, K Delmas, J Guiochet 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021 | 14 | 2021 |
Unifying evaluation of machine learning safety monitors J Guerin, RS Ferreira, K Delmas, J Guiochet 2022 IEEE 33rd International Symposium on Software Reliability Engineering …, 2022 | 11 | 2022 |
Towards practical implementations of person re-identification from full video frames FO Sumari, L Machaca, J Huaman, EWG Clua, J Guérin Pattern Recognition Letters 138, 513-519, 2020 | 11 | 2020 |
Clustering for different scales of measurement-the gap-ratio weighted k-means algorithm J Guérin, O Gibaru, S Thiery, E Nyiri arXiv preprint arXiv:1703.07625, 2017 | 11 | 2017 |
Learning local trajectories for high precision robotic tasks: Application to KUKA LBR iiwa Cartesian positioning J Guérin, O Gibaru, E Nyiri, S Thiery IECON 2016-42nd Annual Conference of the IEEE Industrial Electronics Society …, 2016 | 11 | 2016 |
A novel method for object detection using deep learning and CAD models IGB Sampaio, L Machaca, J Viterbo, J Guérin arXiv preprint arXiv:2102.06729, 2021 | 10 | 2021 |
Semantically Meaningful View Selection J Guérin, O Gibaru, E Nyiri, S Thieryl, B Boots 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018 | 10 | 2018 |
Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering J Guérin, AM de Paula Canuto, LMG Goncalves 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 8 | 2020 |
SiMOOD: Evolutionary Testing Simulation with Out-Of-Distribution Images RS Ferreira, J Guérin, J Guiochet, H Waeselynck 2022 IEEE 27th Pacific Rim International Symposium on Dependable Computing …, 2022 | 6 | 2022 |
Malware classification using word embeddings algorithms and long‐short term memory networks EO Andrade, J Viterbo, J Guérin, F Bernardini Computational Intelligence 38 (5), 1802-1830, 2022 | 6 | 2022 |
Locally optimal control under unknown dynamics with learnt cost function: application to industrial robot positioning J Guérin, O Gibaru, S Thiery, E Nyiri Journal of Physics: Conference Series 783 (1), 012036, 2017 | 5 | 2017 |