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Temporal Clustering by Affinity Propagation (TCAP)

Time series of gene expression display temporal relations that are missed in most cluster analyses; such as time delays and anti-correlation. Temporal Clustering by Affinity Propagation (TCAP) was introduced to find such relations. TCAP2 extends this in a number of important ways; implementing alternative exact metrics, allowing gene expression time series to be clustered across multiple experiments, assigning empirical P-values to clusters and highlighting transcription factors (TFs) in cluster expression plots. TCAP2 is a significant improvement on TCAP, allowing temporal relations to be understood in the context of different environmental conditions.

Here is the latest version and documentation

TCAP2

To run on an example dataset type tcap() in the MATLAB command window.

Here is the old version

TCAP

 

 

 

 

 

 

 

 

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