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MLDM
2005
Springer
15 years 8 months ago
Supervised Evaluation of Dataset Partitions: Advantages and Practice
In the context of large databases, data preparation takes a greater importance : instances and explanatory attributes have to be carefully selected. In supervised learning, instanc...
Sylvain Ferrandiz, Marc Boullé
GG
2008
Springer
15 years 3 months ago
Transformation-Based Operationalization of Graph Languages
Graph Languages1 emerged during the seventies from the necessity to process data structures with complex interrelations. Nowadays, various variants of these languages can be found...
Erhard Weinell
123
Voted
ICML
2010
IEEE
15 years 3 months ago
Projection Penalties: Dimension Reduction without Loss
Dimension reduction is popular for learning predictive models in high-dimensional spaces. It can highlight the relevant part of the feature space and avoid the curse of dimensiona...
Yi Zhang 0010, Jeff Schneider
BIOINFORMATICS
2005
151views more  BIOINFORMATICS 2005»
15 years 2 months ago
Differential and trajectory methods for time course gene expression data
Motivation: The issue of high dimensionality in microarray data has been, and remains, a hot topic in statistical and computational analysis. Efficient gene filtering and differen...
Yulan Liang, Bamidele Tayo, Xueya Cai, Arpad Kelem...
127
Voted
ANSOFT
2002
94views more  ANSOFT 2002»
15 years 2 months ago
Testing Processes of Web Applications
Abstract. Current practice in Web application development is based on the skills of the individual programmers and often does not apply the principles of software engineering. The ...
Filippo Ricca, Paolo Tonella