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Raul Sena Ferreira
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2020 – today
- 2023
- [b1]Raul Sena Ferreira:
Runtime safety monitoring of ML-based perception functions in autonomous systems. (Développement d'un cadre générique pour surveiller et gérer la sécurité des systèmes autonomes pendant l'exécution). Paul Sabatier University, Toulouse, France, 2023 - [c12]Joris Guérin, Kevin Delmas, Raul Sena Ferreira, Jérémie Guiochet:
Out-of-Distribution Detection Is Not All You Need. AAAI 2023: 14829-14837 - [c11]Raul Sena Ferreira, Joris Guérin, Jérémie Guiochet, Hélène Waeselynck:
SENA: Similarity-Based Error-Checking of Neural Activations. ECAI 2023: 724-731 - 2022
- [c10]Joris Guérin, Raul Sena Ferreira, Kevin Delmas, Jérémie Guiochet:
Unifying Evaluation of Machine Learning Safety Monitors. ISSRE 2022: 414-422 - [c9]Raul Sena Ferreira, Joris Guérin, Jérémie Guiochet, Hélène Waeselynck:
SiMOOD: Evolutionary Testing Simulation With Out-Of-Distribution Images. PRDC 2022: 68-77 - [i3]Joris Guérin, Raul Sena Ferreira, Kevin Delmas, Jérémie Guiochet:
Unifying Evaluation of Machine Learning Safety Monitors. CoRR abs/2208.14660 (2022) - [i2]Joris Guérin, Kevin Delmas, Raul Sena Ferreira, Jérémie Guiochet:
Out-Of-Distribution Detection Is Not All You Need. CoRR abs/2211.16158 (2022) - 2021
- [c8]Hélène Waeselynck, Raul Sena Ferreira, Luca Vittorio Sartori:
Workshop on Safer Autonomous Systems: Special theme: safety-aware design and validation of autonomous systems. DSN Workshops 2021: xvii - [c7]Raul Sena Ferreira, Jean Arlat, Jérémie Guiochet, Hélène Waeselynck:
Benchmarking Safety Monitors for Image Classifiers with Machine Learning. PRDC 2021: 7-16 - [i1]Raul Sena Ferreira, Jean Arlat, Jérémie Guiochet, Hélène Waeselynck:
Benchmarking Safety Monitors for Image Classifiers with Machine Learning. CoRR abs/2110.01232 (2021) - 2020
- [c6]Raul Sena Ferreira:
Towards safety monitoring of ML-based perception tasks of autonomous systems. ISSRE Workshops 2020: 135-138
2010 – 2019
- 2019
- [j1]Raul Sena Ferreira, Geraldo Zimbrão, Leandro G. M. Alvim:
AMANDA: Semi-supervised density-based adaptive model for non-stationary data with extreme verification latency. Inf. Sci. 488: 219-237 (2019) - 2018
- [c5]Raul Sena Ferreira, Bruno M. A. da Silva, Wendell Teixeira, Geraldo Zimbrao, Leandro G. M. Alvim:
Density-Based Core Support Extraction for Non-stationary Environments with Extreme Verification Latency. BRACIS 2018: 181-187 - [c4]Kleyton Pontes Cotta, Raul Sena Ferreira, Felipe M. G. França:
Weightless Neural Network WiSARD Applied to Online Recommender Systems. BRACIS 2018: 348-353 - [c3]Raul Sena Ferreira, Carlos G. de Oliveira, Alexandre A. B. Lima:
Myosotis: An Information System Applied to Missing People Problem. SBSI 2018: 31:1-31:7 - 2017
- [c2]Raul Sena Ferreira, Renan Prata, Carlos Eduardo Barbosa, Jano Moreira de Souza, Vinicius Mororo, Kleyton Pontes Cotta:
TransReport: collaborative supervision of the public transportation. SAC 2017: 1808-1813 - [c1]Raul Sena Ferreira, Vagner Praia, Heraldo Filho, Fabrício Bonecini, Andre Vieira, Felix Lopez:
Platform of the Brazilian CSOs: Open Government Data and Crowdsourcing for the Promotion of Citizenship. SBSI 2017: 17-24
Coauthor Index
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