472 search results - page 50 / 95 » Clustering functional data with the SOM algorithm |
122
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BMCBI
2005
15 years 3 months ago
2005
Background: Detection of sequence homologues represents a challenging task that is important for the discovery of protein families and the reliable application of automatic annota...
127
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ICPR
2008
IEEE
15 years 10 months ago
2008
IEEE
A fuzzy c-means algorithm was adapted for analyzing microarray data. The adaptation consisted of initialization of fuzzy centroids using gene ontology information and the use of P...
142
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JCP
2007
15 years 3 months ago
2007
Abstract— Analyzing unknown data sets such as multispectral images often requires unsupervised techniques. Data clustering is a well known and widely used approach in such cases....
151
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ACAL
2007
Springer
15 years 10 months ago
2007
Springer
Abstract. This paper illustrates how the Quadratic Assignment Problem (QAP) is used as a mathematical model that helps to produce a visualization of microarray data, based on the r...
157
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JMLR
2002
15 years 3 months ago
2002
We examine the learning-curve sampling method, an approach for applying machinelearning algorithms to large data sets. The approach is based on the observation that the computatio...