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123
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SDM
2004
SIAM
177views Data Mining» more  SDM 2004»
15 years 6 months ago
Reservoir-Based Random Sampling with Replacement from Data Stream
Byung-Hoon Park, George Ostrouchov, Nagiza F. Sama...
JCST
2007
76views more  JCST 2007»
15 years 4 months ago
A Semi-Random Multiple Decision-Tree Algorithm for Mining Data Streams
Xuegang Hu, Pei-Pei Li, Xindong Wu, Gong-Qing Wu
IOR
2002
38views more  IOR 2002»
15 years 4 months ago
An Object-Oriented Random-Number Package with Many Long Streams and Substreams
Pierre L'Ecuyer, Richard J. Simard, E. Jack Chen, ...
MCS
2004
Springer
15 years 10 months ago
A Comparison of Ensemble Creation Techniques
We experimentally evaluate bagging and six other randomization-based approaches to creating an ensemble of decision-tree classifiers. Bagging uses randomization to create multipl...
Robert E. Banfield, Lawrence O. Hall, Kevin W. Bow...
160
Voted
P2P
2006
IEEE
121views Communications» more  P2P 2006»
15 years 11 months ago
The Orchard Algorithm: P2P Multicasting without Free-Riding
The main purpose of many current peer-to-peer (P2P) networks is off-line file sharing. However, a potentially very promising use of such networks is to share video streams (e.g.,...
Jan-David Mol, Dick H. J. Epema, Henk J. Sips