977 search results - page 1 / 196 » An Algebraic Approach to Data Mining: Some Examples |
ICDM
2002
IEEE
13 years 9 months ago
2002
IEEE
In this paper, we introduce an algebraic approach to the foundations of data mining. Our approach is based upon two algebras of functions de ned over a common state space X and a ...
COMPUTER
2004
13 years 4 months ago
2004
PKDD
2007
Springer
13 years 11 months ago
2007
Springer
Most knowledge discovery processes are biased since some part of the knowledge structure must be given before extraction. We propose a framework that avoids this bias by supporting...
DMKDTTT
2004
13 years 7 months ago
2004
The XML is a new standard for data representation and exchange on the Internet. There are studies on XML query languages as well as XML algebras in literature. However, attention ...
ICDM
2003
IEEE
13 years 10 months ago
2003
IEEE
We propose and evaluate a family of methods for converting classifier learning algorithms and classification theory into cost-sensitive algorithms and theory. The proposed conve...