472 search results - page 18 / 95 » Clustering functional data with the SOM algorithm |
140
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EUROPAR
2009
Springer
15 years 8 months ago
2009
Springer
The paper presents a new data partitioning algorithm for parallel computing on heterogeneous processors. Like traditional functional partitioning algorithms, the algorithm assumes ...
106
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BMCBI
2005
15 years 3 months ago
2005
Background: Life processes are determined by the organism's genetic profile and multiple environmental variables. However the interaction between these factors is inherently ...
136
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CANDC
2006
ACM
15 years 3 months ago
2006
ACM
Large-scale experiments and data integration have provided the opportunity to systematically analyze and comprehensively understand the topology of biological networks and biochem...
127
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FUZZIEEE
2007
IEEE
15 years 10 months ago
2007
IEEE
Abstract—In contrast to standard fuzzy clustering, which optimizes a set of prototypes, one for each cluster, this paper studies fuzzy clustering without prototypes. Starting fro...
165
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KDD
2012
ACM
13 years 6 months ago
2012
ACM
We study a novel clustering problem in which the pairwise relations between objects are categorical. This problem can be viewed as clustering the vertices of a graph whose edges a...