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CIDM
2009
IEEE
14 years 2 months ago
Evolving decision trees using oracle guides
—Some data mining problems require predictive models to be not only accurate but also comprehensible. Comprehensibility enables human inspection and understanding of the model, m...
Ulf Johansson, Lars Niklasson
CP
2007
Springer
14 years 2 months ago
Scheduling for Cellular Manufacturing
Abstract. Alcatel-Lucent is a major player in the eld of telecommunications. One of the products it oers to network operators is wireless infrastructure such as base stations. Su...
Roman van der Krogt, James Little, Kenneth Pulliam...
AC
2003
Springer
13 years 11 months ago
Influence of Location over Several Classifiers in 2D and 3D Face Verification
In this paper two methods for human face recognition and the influence of location mistakes are shown. First one, Principal Components Analysis (PCA), has been one of the most appl...
Susana Mata, Cristina Conde, Araceli Sánche...
KDD
2000
ACM
153views Data Mining» more  KDD 2000»
13 years 11 months ago
The generalized Bayesian committee machine
In this paper we introduce the Generalized Bayesian Committee Machine (GBCM) for applications with large data sets. In particular, the GBCM can be used in the context of kernel ba...
Volker Tresp
BMCBI
2008
96views more  BMCBI 2008»
13 years 8 months ago
The value of position-specific scoring matrices for assessment of protein allegenicity
Background: Bioinformatics tools are commonly used for assessing potential protein allergenicity. While these methods have achieved good accuracies for highly conserved sequences,...
Shen Jean Lim, Joo Chuan Tong, Fook Tim Chew, Mart...