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
(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
(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 ...