71 search results - page 1 / 15 » A Streaming Parallel Decision Tree Algorithm |
JMLR
2010
13 years 9 months ago
2010
A new algorithm for building decision tree classifiers is proposed. The algorithm is executed in a distributed environment and is especially designed for classifying large datase...
HIPC
2005
Springer
14 years 4 months ago
2005
Springer
Several challenging new applications demand the ability to do data mining on resource constrained devices. One such application is that of monitoring physiological data streams ob...
JCST
2007
13 years 11 months ago
2007
KDD
2003
ACM
14 years 11 months ago
2003
ACM
In this paper we study the problem of constructing accurate decision tree models from data streams. Data streams are incremental tasks that require incremental, online, and any-ti...
INFORMATICALT
2008
13 years 11 months ago
2008
Abstract. Data stream mining has become a novel research topic of growing interest in knowledge discovery. Most proposed algorithms for data stream mining assume that each data blo...