Raul Sena Ferreira

According to our database, Raul Sena Ferreira authored at least 14 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

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

PhD thesis, 2023

SENA: Similarity-Based Error-Checking of Neural Activations.

Raul Sena Ferreira, Joris Guérin, Jérémie Guiochet, Hélène Waeselynck

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Out-of-Distribution Detection Is Not All You Need.

Joris Guérin, Kevin Delmas, Raul Sena Ferreira, Jérémie Guiochet

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

SiMOOD: Evolutionary Testing Simulation With Out-Of-Distribution Images.

Raul Sena Ferreira, Joris Guérin, Jérémie Guiochet, Hélène Waeselynck

Proceedings of the 27th IEEE Pacific Rim International Symposium on Dependable Computing, 2022

Unifying Evaluation of Machine Learning Safety Monitors.

Joris Guérin, Raul Sena Ferreira, Kevin Delmas, Jérémie Guiochet

Proceedings of the IEEE 33rd International Symposium on Software Reliability Engineering, 2022

2021

Benchmarking Safety Monitors for Image Classifiers with Machine Learning.

Raul Sena Ferreira, Jean Arlat, Jérémie Guiochet, Hélène Waeselynck

Proceedings of the 26th IEEE Pacific Rim International Symposium on Dependable Computing, 2021

Workshop on Safer Autonomous Systems: Special theme: safety-aware design and validation of autonomous systems.

Hélène Waeselynck, Raul Sena Ferreira, Luca Vittorio Sartori

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2021

2020

Towards safety monitoring of ML-based perception tasks of autonomous systems.

Raul Sena Ferreira

Proceedings of the 2020 IEEE International Symposium on Software Reliability Engineering Workshops, 2020

2019

AMANDA: Semi-supervised density-based adaptive model for non-stationary data with extreme verification latency.

Raul Sena Ferreira, Geraldo Zimbrão, Leandro G. M. Alvim

Inf. Sci., 2019

2018

Myosotis: An Information System Applied to Missing People Problem.

Raul Sena Ferreira, Carlos G. de Oliveira, Alexandre A. B. Lima

Proceedings of the XIV Brazilian Symposium on Information Systems, 2018

Density-Based Core Support Extraction for Non-stationary Environments with Extreme Verification Latency.

Raul Sena Ferreira, Bruno M. A. da Silva, Wendell Teixeira, Geraldo Zimbrao, Leandro G. M. Alvim

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

Weightless Neural Network WiSARD Applied to Online Recommender Systems.

Kleyton Pontes Cotta, Raul Sena Ferreira, Felipe M. G. França

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

Platform of the Brazilian CSOs: Open Government Data and Crowdsourcing for the Promotion of Citizenship.

Raul Sena Ferreira, Vagner Praia, Heraldo Filho, Fabrício Bonecini, Andre Vieira, Felix Lopez

Proceedings of the 13th Brazilian Symposium on Information Systems, 2017

TransReport: collaborative supervision of the public transportation.

Raul Sena Ferreira, Renan Prata, Carlos Eduardo Barbosa, Jano Moreira de Souza, Vinicius Mororo, Kleyton Pontes Cotta

Proceedings of the Symposium on Applied Computing, 2017