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CEC
2005
IEEE
14 years 2 months ago
Relationships between internal and external metrics in co-evolution
Co-evolutionary algorithms (CEAs) have been applied to optimization and machine learning problems with often mediocre results. One of the causes for the unfulfilled expectations i...
Elena Popovici, Kenneth A. De Jong
ISAAC
2004
Springer
95views Algorithms» more  ISAAC 2004»
14 years 2 months ago
Flexibility of Steiner Trees in Uniform Orientation Metrics
Marcus Brazil, Pawel Winter, Martin Zachariasen
TKDE
2008
148views more  TKDE 2008»
13 years 8 months ago
Semisupervised Clustering with Metric Learning using Relative Comparisons
Semisupervised clustering algorithms partition a given data set using limited supervision from the user. The success of these algorithms depends on the type of supervision and also...
Nimit Kumar, Krishna Kummamuru
ICML
2010
IEEE
13 years 9 months ago
Metric Learning to Rank
We study metric learning as a problem of information retrieval. We present a general metric learning algorithm, based on the structural SVM framework, to learn a metric such that ...
Brian McFee, Gert R. G. Lanckriet