Publications
Imitation Learning of an Intelligent Navigation System for Mobile Robots using Reservoir Computing. Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN). :93-98.
(1.14 MB)
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2008. ![application/pdf](/modules/file/icons/application-pdf.png)
On importance weighting for electric fraud detection with dataset shifts. IEEE International Conference on Systems, Man, and Cybernetics (SMC). :3215-3222.
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2019. Intelligent autonomous navigation for mobile robots: spatial concept acquisition and object discrimination. Proceedings of the 6th IEEE International Symposium on Computational Intelligence in Robotics and Automation. :553-557.
(138.33 KB)
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2005. ![application/pdf](/modules/file/icons/application-pdf.png)
It is double pleasure to deceive the deceiver: disturbing classifiers against adversarial attacks. 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC). :160-165.
(544.72 KB)
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2020. ![application/pdf](/modules/file/icons/application-pdf.png)
Investigation of Proper Orthogonal Decomposition for Echo State Networks. Neurocomputing. :126395.
(555.51 KB)
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2023. ![application/pdf](/modules/file/icons/application-pdf.png)