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EUROGP
2009
Springer
130views Optimization» more  EUROGP 2009»
14 years 1 months ago
One-Class Genetic Programming
One-class classification naturally only provides one-class of exemplars, the target class, from which to construct the classification model. The one-class approach is constructed...
Robert Curry, Malcolm I. Heywood
AMC
2007
128views more  AMC 2007»
13 years 6 months ago
Class label versus sample label-based CCA
When correlating the samples with the corresponding class labels, canonical correlation analysis (CCA) can be used for supervised feature extraction and subsequent classification...
Tingkai Sun, Songcan Chen
AUSAI
2008
Springer
13 years 8 months ago
Discriminating Against New Classes: One-class versus Multi-class Classification
Many applications require the ability to identify data that is anomalous with respect to a target group of observations, in the sense of belonging to a new, previously unseen `atta...
Kathryn Hempstalk, Eibe Frank
BMCBI
2008
58views more  BMCBI 2008»
13 years 6 months ago
Discrimination of outer membrane proteins with improved performance
Background: Outer membrane proteins (OMPs) perform diverse functional roles in Gramnegative bacteria. Identification of outer membrane proteins is an important task. Results: This...
Changhui Yan, Jing Hu, Yingfeng Wang
AAMAS
2011
Springer
13 years 1 months ago
Multi-agent role allocation: issues, approaches, and multiple perspectives
In cooperative multi-agent systems, roles are used as a design concept when creating large systems, they are known to facilitate specialization of agents, and they can help to redu...
Adam Campbell, Annie S. Wu