Association mapping in biomedical time series via statistically significant shapelet mining
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DOI: 10.1093/bioinformatics/bty246
Abstract: Motivation Most modern intensive care units record the physiological and vital signs of patients. These data can be used to extract signatures, commonly known as biomarkers, that help physicians understand the biological complexity of many… read more here.
Keywords: time series; time; method; shapelet ... See more keywords
Efficient Shapelet Discovery for Time Series Classification
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2020.2995870
Abstract: Time-series shapelets are discriminative subsequences, recently found effective for time series classification (TSC). It is evident that the quality of shapelets is crucial to the accuracy of TSC. However, major research has focused on building… read more here.
Keywords: series classification; shapelet; time series;