472 search results - page 47 / 95 » Clustering functional data with the SOM algorithm |
154
Voted
ANNPR
2008
Springer
15 years 6 months ago
2008
Springer
Clustering constitutes an ubiquitous problem when dealing with huge data sets for data compression, visualization, or preprocessing. Prototype-based neural methods such as neural g...
131
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EDBTW
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. The Web has been rapidly “deepened” with the prevalence of databases online. On this “deep Web,” numerous sources are structured, providing schema-rich data– Th...
128
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Relational data appear frequently in many machine learning applications. Relational data consist of the pairwise relations (similarities or dissimilarities) between each pair of i...
141
Voted
KDD
2009
ACM
15 years 10 months ago
2009
ACM
To discover patterns in historical data, climate scientists have applied various clustering methods with the goal of identifying regions that share some common climatological beha...
139
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ISBRA
2007
Springer
15 years 10 months ago
2007
Springer
Clustering has been one of the most popular approaches used in gene expression data analysis. A clustering method is typically used to partition genes according to their similarity...