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» Challenges in Visual Data Analysis
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BMCBI
2007
104views more  BMCBI 2007»
15 years 4 months ago
Joint mapping of genes and conditions via multidimensional unfolding analysis
Background: Microarray compendia profile the expression of genes in a number of experimental conditions. Such data compendia are useful not only to group genes and conditions base...
Katrijn Van Deun, Kathleen Marchal, Willem J. Heis...
149
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RSEISP
2007
Springer
15 years 11 months ago
Web-Based Support Systems with Rough Set Analysis
Abstract. Rough sets have been applied to many areas where multiattribute data is needed to be analyzed to acquire knowledge for decision making. Web-based Support Systems (WSS) ar...
Jingtao Yao, Joseph P. Herbert
ROCAI
2004
Springer
15 years 10 months ago
ROC Analysis of Example Weighting in Subgroup Discovery
This paper presents two new ways of example weighting for subgroup discovery. The proposed example weighting schemes are applicable to any subgroup discovery algorithm that uses th...
Branko Kavsek, Nada Lavrac, Ljupco Todorovski
SCP
2010
123views more  SCP 2010»
14 years 11 months ago
Slicing for architectural analysis
Current software development often relies on non trivial coordination logic for combining autonomous services, eventually running on different platforms. As a rule, however, such ...
Nuno F. Rodrigues, Luís Soares Barbosa
BMCBI
2011
14 years 11 months ago
A novel approach to the clustering of microarray data via nonparametric density estimation
Background: Cluster analysis is a crucial tool in several biological and medical studies dealing with microarray data. Such studies pose challenging statistical problems due to di...
Riccardo De Bin, Davide Risso