236 search results - page 14 / 48 » Process Mining Based on Clustering: A Quest for Precision |
GFKL
2007
Springer
15 years 5 months ago
2007
Springer
The so-called noise-component has been introduced by Banfield and Raftery (1993) to improve the robustness of cluster analysis based on the normal mixture model. The idea is to ad...
AUSAI
2007
Springer
15 years 5 months ago
2007
Springer
Dimensional reduction may be effective in order to compress data without loss of essential information. Also, it may be useful in order to smooth data and reduce random noise. The...
JCP
2006
14 years 11 months ago
2006
This paper1 presents an efficient modeling technique for data streams in a dynamic spatiotemporal environment and its suitability for mining developing trends. The streaming data a...
115
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AUSDM
2008
Springer
15 years 1 months ago
2008
Springer
The exceptional growth of graphics hardware in programmability and data processing speed in the past few years has fuelled extensive research in using it for general purpose compu...
104
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KDD
2009
ACM
16 years 5 days ago
2009
ACM
There is a wide variety of data mining methods available, and it is generally useful in exploratory data analysis to use many different methods for the same dataset. This, however...