693 search results - page 48 / 139 » Outlier-aware robust clustering |
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BMCBI
2008
14 years 10 months ago
2008
Background: The increasing availability of fungal genome sequences provides large numbers of proteins for evolutionary and phylogenetic analyses. However the heterogeneity of data...
ICDM
2007
IEEE
15 years 4 months ago
2007
IEEE
We propose a market mechanism that can be implemented on clustering aggregation problem among selfish systems, which tend to lie about their correct clustering during aggregation ...
CSB
2005
IEEE
15 years 3 months ago
2005
IEEE
DNA microarray experiments generate a substantial amount of information about global gene expression. Gene expression profiles can be represented as points in multi-dimensional sp...
ECCV
2008
Springer
15 years 12 months ago
2008
Springer
This paper tackles the problem of fitting multiple instances of a model to data corrupted by noise and outliers. The proposed solution is based on random sampling and conceptual da...
IWANN
1999
Springer
15 years 2 months ago
1999
Springer
Recently, a real-time clustering microchip based on the ART1 algorithm has been reported. That chip was able to classify 100-bit input patterns into up to 18 categories. However, i...