2024
DOI: 10.3390/bdcc8060059
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An Efficient Probabilistic Algorithm to Detect Periodic Patterns in Spatio-Temporal Datasets

Claudio Gutiérrez-Soto,
Patricio Galdames,
Marco A. Palomino

Abstract: Deriving insight from data is a challenging task for researchers and practitioners, especially when working on spatio-temporal domains. If pattern searching is involved, the complications introduced by temporal data dimensions create additional obstacles, as traditional data mining techniques are insufficient to address spatio-temporal databases (STDBs). We hereby present a new algorithm, which we refer to as F1/FP, and can be described as a probabilistic version of the Minus-F1 algorithm to look for periodic … Show more

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