116 search results - page 1 / 24 » CLOUDS: A Decision Tree Classifier for Large Datasets |
KDD
1998
ACM
13 years 9 months ago
1998
ACM
VLDB
1998
ACM
13 years 9 months ago
1998
ACM
Classification of large datasets is an important data mining problem. Many classification algorithms have been proposed in the literature, but studies have shown that so far no al...
IPPS
1998
IEEE
13 years 9 months ago
1998
IEEE
In this paper, we present ScalParC (Scalable Parallel Classifier), a new parallel formulation of a decision tree based classification process. Like other state-of-the-art decision...
IPPS
1999
IEEE
13 years 9 months ago
1999
IEEE
Classification is an important problem in the field of data mining. Construction of good classifiers is computationally intensive and offers plenty of scope for parallelization. D...
JMLR
2010
13 years 3 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...