388 search results - page 16 / 78 » A cluster validity framework for genome expression data |
120
Voted
ICDM
2005
IEEE
15 years 7 months ago
2005
IEEE
In this paper, we propose a semi-supervised framework for learning a weighted Euclidean subspace, where the best clustering can be achieved. Our approach capitalizes on user-const...
115
Voted
CINQ
2004
Springer
15 years 5 months ago
2004
Springer
Abstract. One of the exciting scientific challenges in functional genomics concerns the discovery of biologically relevant patterns from gene expression data. For instance, it is e...
122
Voted
BMCBI
2006
15 years 1 months ago
2006
Background: Recent advances in genome technologies have provided an excellent opportunity to determine the complete biological characteristics of neoplastic tissues, resulting in ...
136
Voted
KDD
2006
ACM
16 years 2 months ago
2006
ACM
Order-preserving submatrixes (OPSMs) have been accepted as a biologically meaningful subspace cluster model, capturing the general tendency of gene expressions across a subset of ...
135
click to vote
BMCBI
2006
15 years 1 months ago
2006
Background: A transcriptional regulatory module (TRM) is a set of genes that is regulated by a common set of transcription factors (TFs). By organizing the genome into TRMs, a liv...