5209 search results - page 163 / 1042 » Multiobjective Data Clustering |
140
Voted
JMLR
2010
14 years 10 months ago
2010
We present an extension of convex-hull non-negative matrix factorization (CH-NMF) which was recently proposed as a large scale variant of convex non-negative matrix factorization ...
159
Voted
SODA
2012
ACM
13 years 6 months ago
2012
ACM
Statistical data frequently includes outliers; these can distort the results of estimation procedures and optimization problems. For this reason, loss functions which deemphasize ...
137
Voted
BMCBI
2007
15 years 3 months ago
2007
Background: There are some limitations associated with conventional clustering methods for short time-course gene expression data. The current algorithms require prior domain know...
111
Voted
BIOINFORMATICS
2006
15 years 3 months ago
2006
Summary: We present a new R package for the assessment of the reliability of clusters discovered in high dimensional DNA microarray data. The package implements methods based on r...
174
Voted
KAIS
2000
15 years 3 months ago
2000
Abstract. In this paper we present an index structure, called MetricMap, that takes a set of objects and a distance metric and then maps those objects to a k-dimensional space in s...