Unifying Evaluation of Machine Learning Safety Monitors
Guerin, Joris, Ferreira, Raul Sena, Delmas, Kevin, Guiochet, Jeremie
Published in 2022 IEEE 33rd International Symposium on Software Reliability Engineering (ISSRE) (01.10.2022)
Published in 2022 IEEE 33rd International Symposium on Software Reliability Engineering (ISSRE) (01.10.2022)
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Conference Proceeding
Out-Of-Distribution Detection Is Not All You Need
Guérin, Joris, Delmas, Kevin, Raul Sena Ferreira, Guiochet, Jérémie
Published in arXiv.org (13.01.2023)
Published in arXiv.org (13.01.2023)
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Paper
Journal Article
Unifying Evaluation of Machine Learning Safety Monitors
Guerin, Joris, Raul Sena Ferreira, Delmas, Kevin, Guiochet, Jérémie
Published in arXiv.org (31.08.2022)
Published in arXiv.org (31.08.2022)
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Paper
Journal Article
Benchmarking Safety Monitors for Image Classifiers with Machine Learning
Raul Sena Ferreira, Arlat, Jean, Guiochet, Jeremie, Waeselynck, Hélène
Published in arXiv.org (04.10.2021)
Published in arXiv.org (04.10.2021)
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Paper
Journal Article
Towards safety monitoring of ML-based perception tasks of autonomous systems
Ferreira, Raul S.
Published in 2020 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) (01.10.2020)
Published in 2020 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) (01.10.2020)
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Conference Proceeding
Workshop on Safer Autonomous Systems: Special theme: safety-aware design and validation of autonomous systems
Waeselynck, Helene, Ferreira, Raul Sena, Sartori, Luca V.
Published in 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) (01.06.2021)
Published in 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) (01.06.2021)
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Conference Proceeding
Weightless Neural Network WiSARD Applied to Online Recommender Systems
Pontes Cotta, Kleyton, Sena Ferreira, Raul, M. G. Franca, Felipe
Published in 2018 7th Brazilian Conference on Intelligent Systems (BRACIS) (01.10.2018)
Published in 2018 7th Brazilian Conference on Intelligent Systems (BRACIS) (01.10.2018)
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Conference Proceeding
Density-Based Core Support Extraction for Non-stationary Environments with Extreme Verification Latency
Sena Ferreira, Raul, M. A. da Silva, Bruno, Teixeira, Wendell, Zimbrao, Geraldo, Alvim, Leandro
Published in 2018 7th Brazilian Conference on Intelligent Systems (BRACIS) (01.10.2018)
Published in 2018 7th Brazilian Conference on Intelligent Systems (BRACIS) (01.10.2018)
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Conference Proceeding