1038 search results - page 46 / 208 » A Genetic Algorithm for Clustering on Very Large Data Sets |
156
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IJCAI
1989
15 years 6 months ago
1989
Multilayered feedforward neural networks possess a number of properties which make them particularly suited to complex pattern classification problems. However, their application ...
146
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BMCBI
2007
15 years 5 months ago
2007
Background: Sequence comparison faces new challenges today, with many complete genomes and large libraries of transcripts known. Gene annotation pipelines match these sequences in...
131
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APPROX
2008
Springer
15 years 7 months ago
2008
Springer
Clustering is a common problem in the analysis of large data sets. Streaming algorithms, which make a single pass over the data set using small working memory and produce a cluster...
165
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PAKDD
2009
ACM
16 years 2 months ago
2009
ACM
Spectral clustering refers to a flexible class of clustering procedures that can produce high-quality clusterings on small data sets but which has limited applicability to large-...
146
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ICDM
2006
IEEE
15 years 11 months ago
2006
IEEE
Clustering is ill-defined. Unlike supervised learning where labels lead to crisp performance criteria such as accuracy and squared error, clustering quality depends on how the cl...