Blar i Fakultet for teknologi, kunst og design (TKD) på emneord "Quantile tracking"

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    • Joint tracking of multiple quantiles through conditional quantiles 

      Hammer, Hugo Lewi; Yazidi, Anis; Rue, Håvard (Information Sciences;Volume 563, July 2021, Peer reviewed; Journal article, 2021-03-05)
      The estimation of quantiles is one of the most fundamental data mining tasks. As most real-time data streams vary dynamically over time, there is a quest for adaptive quantile estimators. The most well-known type of adaptive ...

    • Tracking of Multiple Quantiles in Dynamically Varying Data Streams 

      Hammer, Hugo Lewi; Yazidi, Anis; Rue, Håvard (Pattern Analysis and Applications;, Journal article; Peer reviewed, 2019-01-16)
      In this paper we consider the problem of tracking multiple quantiles of dynamicallyvarying data stream distributions. The method is based on making incremental updates ofthe quantile estimates every time ...