15 search results - page 1 / 3 » DEMON: Mining and Monitoring Evolving Data |
ICDE
2000
IEEE
15 years 1 days ago
2000
IEEE
Data mining algorithms have been the focus of much research recently. In practice, the input data to a data mining process resides in a large data warehouse whose data is kept up-...
GRC
2008
IEEE
13 years 11 months ago
2008
IEEE
Monitoring cluster evolution in data streams is a major research topic in data streams mining. Previous clustering methods for evolving data streams focus on global clustering res...
SDM
2007
SIAM
14 years 4 days ago
2007
SIAM
In recent years, spectral clustering method has gained attentions because of its superior performance compared to other traditional clustering algorithms such as K-means algorithm...
ICWS
2008
IEEE
14 years 4 days ago
2008
IEEE
Effective management of Web Services systems relies on accurate understanding of end-to-end transaction flows, which may change over time as the service composition evolves. This ...
SDM
2011
SIAM
13 years 1 months ago
2011
SIAM
The problem of monitoring a multivariate linear regression model is relevant in studying the evolving relationship between a set of input variables (features) and one or more depe...