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Universidade Estadual Paulista (UNESP). Campus de Rio Claro. Instituto de Geociências e Ciências Exatas (IGCE) (Institutional affiliation for the last research proposal) Birthplace: Brazil
Bionda Rozin in research grants and scholarships supported by FAPESP.
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Many applications in science, e-commerce, and surveillance monitoring rely on recording sensor information in regular time intervals. As a consequence, time-series data has been growing tremendously. This flood of data requires data management for fast storage and access. Therefore, similarity search on time series data is a typical requirement for such databases. Besides the time series …
While traditional distance/similarity measures are mainly based on pairwise analysis, contextual measures also consider neighborhood similarity relationships. Recently, such measures have been successfully exploited in various unsupervised learning tasks, especially using graph-based approaches. In this scenario, this project considers the hypothesis that these measures can also be applie…
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