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RSFDGRC
2005
Springer
208views Data Mining» more  RSFDGRC 2005»
15 years 6 months ago
On the Complexity of Probabilistic Inference in Singly Connected Bayesian Networks
Abstract. In this paper, we revisit the consensus of computational complexity on exact inference in Bayesian networks. We point out that even in singly connected Bayesian networks,...
Dan Wu, Cory J. Butz
95
Voted
RSFDGRC
2005
Springer
192views Data Mining» more  RSFDGRC 2005»
15 years 6 months ago
An Open Source Microarray Data Analysis System with GUI: Quintet
We address Quintet, an R-based unified cDNA microarray data analysis system with GUI. Five principal categories of microarray data analysis have been coherently integrated in Quin...
Jun-kyoung Choe, Tae-Hoon Chung, Sunyong Park, Hwa...
104
Voted
RSFDGRC
2005
Springer
190views Data Mining» more  RSFDGRC 2005»
15 years 6 months ago
Finding Rough Set Reducts with SAT
Abstract. Feature selection refers to the problem of selecting those input features that are most predictive of a given outcome; a problem encountered in many areas such as machine...
Richard Jensen, Qiang Shen, Andrew Tuson
108
Voted
RSFDGRC
2005
Springer
187views Data Mining» more  RSFDGRC 2005»
15 years 6 months ago
Handling Missing Attribute Values in Preterm Birth Data Sets
The objective of our research was to find the best approach to handle missing attribute values in data sets describing preterm birth provided by the Duke University. Five strategi...
Jerzy W. Grzymala-Busse, Linda K. Goodwin, Witold ...
Data Mining
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