Efficient Estimation of Dynamic Density Functions with Applications in Streaming Data

Efficient Estimation of Dynamic Density Functions with Applications in Streaming Data

Recent advances in computing technology allow for collecting vast amount of data that arrive continuously in the form of streams. Mining data streams is challenged by the speed and volume of the arriving data. Furthermore, the underlying distribution of the data changes over the time in unpredicted...

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Bibliographic Details
Main Author: Qahtan, Abdulhakim Ali Ali
Other Authors: Zhang, Xiangliang
Language:en
Published: 2016
Subjects:
data streams
density estimation
dynamic density
change detection
outtier detection
Online Access:Qahtan, A. A. A. (2016). Efficient Estimation of Dynamic Density Functions with Applications in Streaming Data. KAUST Research Repository. https://doi.org/10.25781/KAUST-F235N
http://hdl.handle.net/10754/609049

Internet

Qahtan, A. A. A. (2016). Efficient Estimation of Dynamic Density Functions with Applications in Streaming Data. KAUST Research Repository. https://doi.org/10.25781/KAUST-F235N
http://hdl.handle.net/10754/609049

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