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MLDM
2005
Springer
16 years 19 days ago
Using Clustering to Learn Distance Functions for Supervised Similarity Assessment
Assessing the similarity between objects is a prerequisite for many data mining techniques. This paper introduces a novel approach to learn distance functions that maximizes the c...
Christoph F. Eick, Alain Rouhana, Abraham Bagherje...
MLDM
2005
Springer
16 years 19 days ago
Multivariate Discretization by Recursive Supervised Bipartition of Graph
Abstract. In supervised learning, discretization of the continuous explanatory attributes enhances the accuracy of decision tree induction algorithms and naive Bayes classifier. M...
Sylvain Ferrandiz, Marc Boullé
MLDM
2005
Springer
16 years 19 days 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
173
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MLMI
2005
Springer
16 years 19 days ago
The AMI Meeting Corpus: A Pre-announcement
Abstract. The AMI Meeting Corpus is a multi-modal data set consisting of 100 hours of meeting recordings. It is being created in the context of a project that is developing meeting...
Jean Carletta, Simone Ashby, Sebastien Bourban, Mi...
MMMACNS
2005
Springer
16 years 19 days ago
A Passive External Web Surveillance Technique for Private Networks
The variety and richness of what users browse on the Internet has made the communications of web-browsing hosts an attractive target for surveillance. We show that passive external...
Constantine Daicos, Scott Knight
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