| 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 | 39 | 2023 |
| AMANDA: Semi-supervised Density-based Adaptive Model for Non-stationary Data with Extreme Verification Latency RS Ferreira, G Zimbrao, L Alvim Information Sciences 488, 219-237, 2019 | 38 | 2019 |
| Benchmarking Safety Monitors for Image Classifiers with Machine Learning R Sena Ferreira, J Arlat, J Guiochet, H Waeselynck 26th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC …, 2021 | 26 | 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 | 15 | 2022 |
| Density-based Core Support Extraction for Non-stationary Environments with Extreme Verification Latency RS Ferreira, B Accioli, W William, G Zimbrão, L Alvim 7th Brazilian Conference on Intelligent Systems (BRACIS), 2018 | 11 | 2018 |
| Myosotis: An Information System Applied to Missing People Problem RS Ferreira, CG de Oliveira, AAB Lima XIV Simpósio Brasileiro de Sistemas de Informação (SBSI), 2018 | 10 | 2018 |
| 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 | 7 | 2022 |
| Platform of the Brazilian CSOs: Open Government Data and Crowdsourcing for the Promotion of Citizenship RS Ferreira, V Praia, PB Heraldo Filho, F Bonecini, A Vieira, F Lopez XIII simpósio brasileiro de sistemas de informação (SBSI), 17-23, 2017 | 7 | 2017 |
| Sena: Similarity-based error-checking of neural activations RS Ferreira, J Guerin, J Guiochet, H Waeselynck ECAI 2023, 724-731, 2023 | 6 | 2023 |
| MPC with Machine Learning Applied to Resource Allocation Problem using Lambda Architecture M Dal Pont, RS Ferreira, W Teixeira, D Lima, J Normey Rico 12th IFAC Symposium on Dynamics and Control of Process Systems, 2019 | 6 | 2019 |
| Weightless Neural Network WiSARD Applied to Online Recommender Systems KP Cotta, RS Ferreira, F França 7th Brazilian Conference on Intelligent Systems (BRACIS), 2018 | 5 | 2018 |
| Towards safety monitoring of ML-based perception tasks of autonomous systems R S. Ferreira 2020 IEEE International Symposium on Software Reliability Engineering …, 2020 | 4 | 2020 |
| Paralelização do algoritmo de Método de Estimação Não-Paramétrico por Núcleo Estimador Multivariado (KDE) utilizando GPU/CUDA RS Ferreira, JEH Valenzuela, M Zamith II Reunião Anual de Iniciação Científica - UFRRJ, 2014 | 3 | 2014 |
| Acelerando Algoritmos de Machine Learning em Ambientes não Estacionários Usando OpenMP C Magela, M Zamith, RS Ferreira Escola Regional de Alto Desempenho (ERAD-RJ), 2018 | 2 | 2018 |
| TransReport: Collaborative Supervision of the Public Transportation RS Ferreira, R Prata, CE Barbosa, V Mororo, KP Cotta, JM de Souza Proceedings of the 32nd Annual ACM Symposium on Applied Computing, 2017 | 2 | 2017 |
| Missing Persons Brazilian Database RS Ferreira https://doi.org/10.5281/zenodo.283320, 2015 | 2 | 2015 |
| Safety Monitoring of Machine Learning Perception Functions: a Survey RS Ferreira, J Guérin, K Delmas, J Guiochet, H Waeselynck arXiv preprint arXiv:2412.06869, 2024 | | 2024 |
| Test and validation of perception-based ADAS: modern solutions to traditional challenges RS Ferreira 23rd Driving Simulation Conference Europe (DSC 2024), 2024 | | 2024 |
| Contrôle de sécurité en cours d'exécution des fonctions de perception basées sur le ML dans les systèmes autonomes RS Ferreira UPS Toulouse, 2023 | | 2023 |
| Runtime safety monitoring of ML-based perception functions in autonomous systems RS Ferreira Université Paul Sabatier-Toulouse III, 2023 | | 2023 |
Jérémie GUIOCHETProfessor Université de Toulouse 3, LAAS-CNRS, France在 laas.fr 的电子邮件经过验证