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SDM
2004
SIAM
177views Data Mining» more  SDM 2004»
13 years 11 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»
13 years 10 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»
13 years 9 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
14 years 3 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...
P2P
2006
IEEE
121views Communications» more  P2P 2006»
14 years 4 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