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» Efficient decision tree construction on streaming data
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JCST
2007
76views more  JCST 2007»
15 years 6 months ago
A Semi-Random Multiple Decision-Tree Algorithm for Mining Data Streams
Xuegang Hu, Pei-Pei Li, Xindong Wu, Gong-Qing Wu
KDD
2000
ACM
97views Data Mining» more  KDD 2000»
15 years 10 months ago
Towards an effective cooperation of the user and the computer for classification
Decision trees have been successfully used for the task of classification. However, state-of-the-art algorithms do not incorporate the user in the tree construction process. This ...
Mihael Ankerst, Martin Ester, Hans-Peter Kriegel
KDD
2001
ACM
140views Data Mining» more  KDD 2001»
15 years 11 months ago
Advances in decision tree construction
Johannes Gehrke, Wei-Yin Loh
ICDE
2005
IEEE
95views Database» more  ICDE 2005»
16 years 7 months ago
SemCast: Semantic Multicast for Content-based Data Dissemination
We address the problem of content-based dissemination of highly-distributed, high-volume data streams for stream-based monitoring applications and large-scale data delivery. Exist...
Olga Papaemmanouil, Ugur Çetintemel