155 search results - page 1 / 31 » On Information-Theoretic Measures of Attribute Importance |
PAKDD
1999
ACM
13 years 10 months ago
1999
ACM
Abstract. An attribute is deemed important in data mining if it partitions the database such that previously unknown regularities are observable. Many information-theoretic measure...
AICOM
1998
13 years 5 months ago
1998
ICDE
2006
IEEE
14 years 7 months ago
2006
IEEE
We propose a framework, called MIC, which adopts an information-theoretic approach to address the problem of quantitative association rule mining. In our MIC framework, we first d...
AROBOTS
2000
13 years 5 months ago
2000
As research expands in multiagent intelligent systems, investigators need new tools for evaluating the artificial societies they study. It is impossible, for example, to correlate ...
ICML
1998
IEEE
14 years 6 months ago
1998
IEEE
Similarity is an important and widely used concept. Previous definitions of similarity are tied to a particular application or a form of knowledge representation. We present an in...