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110
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CCIA
2008
Springer
15 years 4 months ago
2008
Springer
Abstract. This paper deals with the characterization of data complexity and the relationship with the classification accuracy. We study three dimensions of data complexity: the len...
117
Voted
ACSAC
2007
IEEE
15 years 9 months ago
2007
IEEE
The provenance of a piece of data is of utility to a wide range of applications. Its availability can be drastically increased by automatically collecting lineage information duri...
116
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ICCCN
2008
IEEE
15 years 9 months ago
2008
IEEE
— Internet service providers have to provision network resources to optimize bandwidth utilization. Dynamic routing protocols take traffic variations into account to control the...
133
Voted
ICAI
2009
15 years 9 days ago
2009
- There are many applications dealing with incomplete data sets that take different approaches to making imputations for missing values. Most tackle the problem for numerical input...
121
Voted
KDD
2007
ACM
16 years 2 months ago
2007
ACM
An important problem in data mining is detecting changes in large data sets. Although there are a variety of change detection algorithms that have been developed, in practice it c...