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» On Information-Theoretic Measures of Attribute Importance
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KAIS
2007
112views more  KAIS 2007»
13 years 7 months ago
The pairwise attribute noise detection algorithm
Analyzing the quality of data prior to constructing data mining models is emerging as an important issue. Algorithms for identifying noise in a given data set can provide a good me...
Jason Van Hulse, Taghi M. Khoshgoftaar, Haiying Hu...
KDD
1998
ACM
94views Data Mining» more  KDD 1998»
13 years 11 months ago
Independence Diagrams: A Technique for Visual Data Mining
An important issue in data mining is the recognition of complex dependencies between attributes. Past techniques for identifying attribute dependence include correlation coefficie...
Stefan Berchtold, H. V. Jagadish, Kenneth A. Ross
KDD
2009
ACM
166views Data Mining» more  KDD 2009»
14 years 8 months ago
Measuring the effects of preprocessing decisions and network forces in dynamic network analysis
Social networks have become a major focus of research in recent years, initially directed towards static networks but increasingly, towards dynamic ones. In this paper, we investi...
Jerry Scripps, Pang-Ning Tan, Abdol-Hossein Esfaha...
JOT
2006
111views more  JOT 2006»
13 years 7 months ago
A Cohesion Measure for Aspects
Aspect-Oriented Software Development is a promising new software engineering paradigm. It promotes, in particular, improved separation of crosscutting concerns into single units c...
Jean-François Gélinas, Mourad Badri,...
SUTC
2010
IEEE
13 years 11 months ago
A Log-Ratio Information Measure for Stochastic Sensor Management
—In distributed sensor networks, computational and energy resources are in general limited. Therefore, an intelligent selection of sensors for measurements is of great importance...
Daniel Lyons, Benjamin Noack, Uwe D. Hanebeck