605 search results - page 55 / 121 » A Screen Space Quality Method for Data Abstraction |
109
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LSSC
2001
Springer
15 years 4 months ago
2001
Springer
Abstract. Recently we presented a new approach [5, 6] to the classification problem arising in data mining. It is based on the regularization network approach, but in contrast to ...
118
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CGF
2011
14 years 3 months ago
2011
High-dimensional data visualization is receiving increasing interest because of the growing abundance of highdimensional datasets. To understand such datasets, visualization of th...
201
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SIGMOD
2006
ACM
16 years 5 hour ago
2006
ACM
Data stream applications have made use of statistical summaries to reason about the data using nonparametric tools such as histograms, heavy hitters, and join sizes. However, rela...
101
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ESANN
2006
15 years 1 months ago
2006
Topology preservation of Self-Organizing Maps (SOMs) is an advantageous property for correct clustering. Among several existing measures of topology violation, this paper studies t...
PKDD
2009
Springer
15 years 6 months ago
2009
Springer
Subgroup discovery is a local pattern discovery task, in which descriptions of subpopulations of a database are evaluated against some quality function. As standard quality functio...