17 search results - page 1 / 4 » Multivariate Stream Data Classification Using Simple Text Cl... |
DEXA
2006
Springer
13 years 8 months ago
2006
Springer
We introduce a classification framework for continuous multivariate stream data. The proposed approach works in two steps. In the preprocessing step, it takes as input a sliding wi...
ICDE
2000
IEEE
14 years 5 months ago
2000
IEEE
Most decision tree classifiers are designed to keep class histograms for single attributes, and to select a particular attribute for the next split using said histograms. In this ...
ICDM
2008
IEEE
13 years 11 months ago
2008
IEEE
In this paper, we propose the "Democratic Classifier", a simple, democracy-inspired patternbased classification algorithm that uses very short patterns for classificatio...
CIT
2005
Springer
13 years 4 months ago
2005
Springer
The paper presents an approach to classifying Web documents into large topic ontology. The main emphasis is on having a simple approach appropriate for handling a large ontology an...
AAAI
2008
13 years 6 months ago
2008
Classification of texts potentially containing a complex and specific terminology requires the use of learning methods that do not rely on extensive feature engineering. In this w...