123 search results - page 8 / 25 » Characteristic-Based Clustering for Time Series Data |
BIBE
2003
IEEE
14 years 1 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...
DATAMINE
2006
13 years 8 months ago
2006
Clipping is the process of transforming a real valued series into a sequence of bits representing whether each data is above or below the average. In this paper, we argue that clip...
RECOMB
2002
Springer
14 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...
ICDM
2005
IEEE
14 years 2 months ago
2005
IEEE
In this work, we introduce the new problem of finding time series discords. Time series discords are subsequences of a longer time series that are maximally different to all the r...
CBMS
2005
IEEE
14 years 2 months ago
2005
IEEE
The increasing interest in time series data mining has had surprisingly little impact on real world medical applications. Practitioners who work with time series on a daily basis ...