55 search results - page 6 / 11 » Accurate decision trees for mining high-speed data streams |
ICDM
2003
IEEE
14 years 26 days ago
2003
IEEE
The Markov Blanket of a target variable is the minimum conditioning set of variables that makes the target independent of all other variables. Markov Blankets inform feature selec...
ICDM
2009
IEEE
13 years 5 months ago
2009
IEEE
Clustering streaming data requires algorithms which are capable of updating clustering results for the incoming data. As data is constantly arriving, time for processing is limited...
CIDM
2009
IEEE
14 years 2 months ago
2009
IEEE
—Some data mining problems require predictive models to be not only accurate but also comprehensible. Comprehensibility enables human inspection and understanding of the model, m...
INCDM
2010
Springer
13 years 9 months ago
2010
Springer
Abstract. Leveraging the power of increasing amounts of data to analyze customer base for attracting and retaining the most valuable customers is a major problem facing companies i...
DMKD
1999
ACM
13 years 12 months ago
1999
ACM
We investigate the relationship between association and classification mining. The main issue in association mining is the discovery of interesting patterns of the data, so called...