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88
Voted
ICDM
2007
IEEE
15 years 6 months ago
2007
IEEE
The problem of transfer learning, where information gained in one learning task is used to improve performance in another related task, is an important new area of research. While...
115
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ICDM
2007
IEEE
15 years 4 months ago
2007
IEEE
Many databases will not or can not be disclosed without strong guarantees that no sensitive information can be extracted. To address this concern several data perturbation techniq...
98
Voted
ICDM
2007
IEEE
15 years 4 months ago
2007
IEEE
Data discretization is defined as a process of converting continuous data attribute values into a finite set of intervals with minimal loss of information. In this paper, we prove...
107
Voted
ICDM
2007
IEEE
15 years 6 months ago
2007
IEEE
This paper focuses on mining human strategies by observing their actions. Our application domain is an HCI study aimed at discovering general strategies used by software users and...
106
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ICDM
2007
IEEE
15 years 6 months ago
2007
IEEE
One of the core tasks in social network analysis is to predict the formation of links (i.e. various types of relationships) over time. Previous research has generally represented ...