Raul Sena Ferreira

18 papers A* 1A 2C 2Misc 1Journal 5Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Safety Monitoring of Machine Learning Perception Functions: a Survey.
CoRR
Raul Sena Ferreira, Joris Guérin, Kevin Delmas, Jérémie Guiochet, Hélène Waeselynck
2023 A* conf
Out-of-Distribution Detection Is Not All You Need.
AAAI
Joris Guérin, Kevin Delmas, Raul Sena Ferreira, Jérémie Guiochet
2023 — —
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).
Raul Sena Ferreira
2023 A conf
SENA: Similarity-Based Error-Checking of Neural Activations.
ECAI
Raul Sena Ferreira, Joris Guérin, Jérémie Guiochet, Hélène Waeselynck
2022 J jnl
Out-Of-Distribution Detection Is Not All You Need.
CoRR
Joris Guérin, Kevin Delmas, Raul Sena Ferreira, Jérémie Guiochet
2022 C conf
SiMOOD: Evolutionary Testing Simulation With Out-Of-Distribution Images.
PRDC
Raul Sena Ferreira, Joris Guérin, Jérémie Guiochet, Hélène Waeselynck
2022 A conf
Unifying Evaluation of Machine Learning Safety Monitors.
ISSRE
Joris Guérin, Raul Sena Ferreira, Kevin Delmas, Jérémie Guiochet
2022 J jnl
Unifying Evaluation of Machine Learning Safety Monitors.
CoRR
Joris Guérin, Raul Sena Ferreira, Kevin Delmas, Jérémie Guiochet
2021 C conf
Benchmarking Safety Monitors for Image Classifiers with Machine Learning.
PRDC
Raul Sena Ferreira, Jean Arlat, Jérémie Guiochet, Hélène Waeselynck
2021 J jnl
Benchmarking Safety Monitors for Image Classifiers with Machine Learning.
CoRR
Raul Sena Ferreira, Jean Arlat, Jérémie Guiochet, Hélène Waeselynck
2021 — conf
Workshop on Safer Autonomous Systems: Special theme: safety-aware design and validation of autonomous systems.
DSN Workshops
Hélène Waeselynck, Raul Sena Ferreira, Luca Vittorio Sartori
2020 — conf
Towards safety monitoring of ML-based perception tasks of autonomous systems.
ISSRE Workshops
Raul Sena Ferreira
2019 J jnl
AMANDA: Semi-supervised density-based adaptive model for non-stationary data with extreme verification latency.
Inf. Sci.
Raul Sena Ferreira, Geraldo Zimbrão, Leandro G. M. Alvim
2018 — conf
Density-Based Core Support Extraction for Non-stationary Environments with Extreme Verification Latency.
BRACIS
Raul Sena Ferreira, Bruno M. A. da Silva, Wendell Teixeira, Geraldo Zimbrao, Leandro G. M. Alvim
2018 — conf
Myosotis: An Information System Applied to Missing People Problem.
SBSI
Raul Sena Ferreira, Carlos G. de Oliveira, Alexandre A. B. Lima
2018 — conf
Weightless Neural Network WiSARD Applied to Online Recommender Systems.
BRACIS
Kleyton Pontes Cotta, Raul Sena Ferreira, Felipe M. G. França
2017 — conf
Platform of the Brazilian CSOs: Open Government Data and Crowdsourcing for the Promotion of Citizenship.
SBSI
Raul Sena Ferreira, Vagner Praia, Heraldo Filho, Fabrício Bonecini, Andre Vieira, Felix Lopez
2017 Misc conf
TransReport: collaborative supervision of the public transportation.
SAC
Raul Sena Ferreira, Renan Prata, Carlos Eduardo Barbosa, Jano Moreira de Souza, Vinicius Mororo, Kleyton Pontes Cotta