Researcher profile
Roberto Souto Maior de Barros
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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An Ultimately Simple Concept Drift Detector for Data Streams
2021 · 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
This research presents a novel and simple approach to the concept drift detection problem, a fundamental issue in data stream mining because the generated models need to be updated when significant changes in the underlying …
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Enhancing Semi-Supervised Learning With Concept Drift Detection and Self-Training: A Study on Classifier Diversity and Performance
2025 · IEEE Access
Machine learning algorithms that assist in decision-making are becoming crucial in several areas, such as healthcare, finance, marketing, etc. Algorithms exposed to a larger and more relevant amount of training data tend to perform better. …