Browsing by Author "Sánchez, Heider"

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    • Efficient Temporal Kernels Between Feature Sets for Time Series Classification 
      Tavenard, Romain; Malinowski, Simon; Chapel, Laetitia; Bailly, Adeline; Sánchez, Heider; Bustos Cárdenas, Benjamín (Springer, 2017)
      In the time-series classification context, the majority of themost accurate core methods are based on the Bag-of-Words framework,in which sets of local features are first extracted from time series. Adictionary of words ...
    • Multi-resolution time series discord discovery 
      Sánchez, Heider; Bustos Cárdenas, Benjamín (Springer, 2017)
      Discord Discovery is a recent approach for anomaly detection in time series that has attracted much research because of the wide variety of real-world applications in monitoring systems. However, finding anomalies by ...