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» Using Library Dependencies for Clustering
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BMCBI
2004
87views more  BMCBI 2004»
13 years 8 months ago
Selection of informative clusters from hierarchical cluster tree with gene classes
Background: A common clustering method in the analysis of gene expression data has been hierarchical clustering. Usually the analysis involves selection of clusters by cutting the...
Petri Törönen
TACAS
2007
Springer
125views Algorithms» more  TACAS 2007»
14 years 2 months ago
Type-Dependence Analysis and Program Transformation for Symbolic Execution
Symbolic execution can be problematic when applied to real applications. This paper addresses two of these problems: (1) the constraints generated during symbolic execution may be ...
Saswat Anand, Alessandro Orso, Mary Jean Harrold
DMIN
2006
142views Data Mining» more  DMIN 2006»
13 years 9 months ago
Parallel Hybrid Clustering using Genetic Programming and Multi-Objective Fitness with Density (PYRAMID)
Clustering is the process of locating patterns in large data sets. It is an active research area that provides value to scientific as well as business applications. Practical clust...
Junping Sun, William Sverdlik, Samir Tout
IWOMP
2010
Springer
14 years 25 days ago
A ROSE-Based OpenMP 3.0 Research Compiler Supporting Multiple Runtime Libraries
OpenMP is a popular and evolving programming model for shared-memory platforms. It relies on compilers to target modern hardware architectures for optimal performance. A variety of...
Chunhua Liao, Daniel J. Quinlan, Thomas Panas, Bro...
ESANN
2004
13 years 9 months ago
Using Andrews Curves for Clustering and Sub-clustering Self-Organizing Maps
Abstract. The use of self-organizing maps to analyze data often depends on finding effective methods to visualize the SOM's structure. In this paper we propose a new way to pe...
Cesar García-Osorio, Jesús Maudes, C...