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» Mining time-changing data streams
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KDD
2001
ACM
152views Data Mining» more  KDD 2001»
16 years 1 days ago
A streaming ensemble algorithm (SEA) for large-scale classification
W. Nick Street, YongSeog Kim
EDBT
2008
ACM
206views Database» more  EDBT 2008»
15 years 11 months ago
Designing an inductive data stream management system: the stream mill experience
There has been much recent interest in on-line data mining. Existing mining algorithms designed for stored data are either not applicable or not effective on data streams, where r...
Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo
ICDM
2008
IEEE
135views Data Mining» more  ICDM 2008»
15 years 6 months ago
A Data Stream Mining System
On-line data stream mining has attracted much research interest, but systems that can be used as a workbench for online mining have not been researched, since they pose many difï¬...
Hetal Thakkar, Barzan Mozafari, Carlo Zaniolo
97
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ACSW
2004
15 years 1 months ago
Cost-Efficient Mining Techniques for Data Streams
A data stream is a continuous and high-speed flow of data items. High speed refers to the phenomenon that the data rate is high relative to the computational power. The increasing...
Mohamed Medhat Gaber, Shonali Krishnaswamy, Arkady...
SDM
2012
SIAM
452views Data Mining» more  SDM 2012»
13 years 2 months ago
Density-based Projected Clustering over High Dimensional Data Streams
Clustering of high dimensional data streams is an important problem in many application domains, a prominent example being network monitoring. Several approaches have been lately ...
Irene Ntoutsi, Arthur Zimek, Themis Palpanas, Peer...