734 search results - page 73 / 147 » A New Indexing Method for High Dimensional Dataset |
129
Voted
BMCBI
2006
15 years 24 days ago
2006
Background: In class prediction problems using microarray data, gene selection is essential to improve the prediction accuracy and to identify potential marker genes for a disease...
111
Voted
DEXA
1999
Springer
15 years 5 months ago
1999
Springer
In this paper, a new indexing technique to support the query evaluation in document databases is proposed. The key idea of the method is the combination of the technique of pat-tre...
ICTAI
2007
IEEE
15 years 7 months ago
2007
IEEE
In this paper we present a method for classifying accurately SAGE (Serial Analysis of Gene Expression) data. The high dimensionality of the data, namely the large number of featur...
104
Voted
PAKDD
2005
ACM
15 years 6 months ago
2005
ACM
In several contexts and domains, hierarchical agglomerative clustering (HAC) offers best-quality results, but at the price of a high complexity which reduces the size of datasets ...
122
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EVOW
2006
Springer
15 years 4 months ago
2006
Springer
We propose a Genetic Algorithm (GA) approach combined with Support Vector Machines (SVM) for the classification of high dimensional Microarray data. This approach is associated to ...