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» Hierarchical genetic programming based on test input subsets
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SIGSOFT
2004
ACM
13 years 10 months ago
Automating comprehensive safety analysis of concurrent programs using verisoft and TXL
In run-time safety analysis the executions of a concurrent program are monitored and analyzed with respect to safety properties. Similar to testing, run-time analysis is quite eļ¬...
Jürgen Dingel, Hongzhi Liang
ICANN
2007
Springer
13 years 11 months ago
Selection of Decision Stumps in Bagging Ensembles
Abstract. This article presents a comprehensive study of diļ¬€erent ensemble pruning techniques applied to a bagging ensemble composed of decision stumps. Six diļ¬€erent ensemble p...
Gonzalo Martínez-Muñoz, Daniel Hern&...
DATAMINE
2002
125views more  DATAMINE 2002»
13 years 5 months ago
High-Performance Commercial Data Mining: A Multistrategy Machine Learning Application
We present an application of inductive concept learning and interactive visualization techniques to a large-scale commercial data mining project. This paper focuses on design and c...
William H. Hsu, Michael Welge, Thomas Redman, Davi...
BMCBI
2007
128views more  BMCBI 2007»
13 years 5 months ago
Model order selection for bio-molecular data clustering
Background: Cluster analysis has been widely applied for investigating structure in bio-molecular data. A drawback of most clustering algorithms is that they cannot automatically ...
Alberto Bertoni, Giorgio Valentini
IDEAS
2005
IEEE
142views Database» more  IDEAS 2005»
13 years 11 months ago
Automatically Maintaining Wrappers for Web Sources
A substantial subset of the web data follows some kind of underlying structure. Nevertheless, HTML does not contain any schema or semantic information about the data it represents...
Juan Raposo, Alberto Pan, Manuel Álvarez, J...