24 search results - page 1 / 5 » Clustering Time-Series Gene Expression Data with Unequal Tim... |
82
Voted
TCSB
2008
14 years 9 months ago
2008
Clustering gene expression data given in terms of time-series is a challenging problem that imposes its own particular constraints, namely exchanging two or more time points is not...
83
Voted
IJON
2008
14 years 9 months ago
2008
In this paper we apply three different independent component analysis (ICA) methods, including spatial ICA (sICA), temporal ICA (tICA), and spatiotemporal ICA (stICA), to gene exp...
BIBE
2003
IEEE
15 years 2 months ago
2003
IEEE
We develop a method for integrating time series expression profiles and factor-gene binding data to quantify dynamic aspects of gene regulation. We estimate latencies for transcr...
RECOMB
2002
Springer
15 years 9 months ago
2002
Springer
We present algorithms for time-series gene expression analysis that permit the principled estimation of unobserved timepoints, clustering, and dataset alignment. Each expression p...
101
click to vote
BIBE
2004
IEEE
15 years 1 months ago
2004
IEEE
As the capture and analysis of single-time-point microarray expression data becomes routine, investigators are turning to time-series expression data to investigate complex gene r...