87 search results - page 1 / 18 » Clustering Stream Data by Regression Analysis |
ACSW
2004
13 years 6 months ago
2004
In data clustering, many approaches have been proposed such as K-means method and hierarchical method. One of the problems is that the results depend heavily on initial values and...
DASFAA
2011
IEEE
12 years 8 months ago
2011
IEEE
In this demo, we present the StreamFitter system for real-time regression analysis on continuous data streams. In order to perform regression on data streams, it is necessary to co...
IDA
2007
Springer
13 years 11 months ago
2007
Springer
The increasing availability of streaming data is a consequence of the continuing advancement of data acquisition technology. Such data provides new challenges to the various data a...
ICDE
2002
IEEE
14 years 6 months ago
2002
IEEE
Streaming data analysis has recently attracted attention in numerous applications including telephone records, web documents and clickstreams. For such analysis, single-pass algor...
FOCS
2000
IEEE
13 years 9 months ago
2000
IEEE
The data stream model has recently attracted attention for its applicability to numerous types of data, including telephone records, web documents and clickstreams. For analysis o...