Model-Driven Clustering of Time-Course Gene Expression Data

@inproceedings{andPierreVincens2003ModelDrivenCO,
  title={Model-Driven Clustering of Time-Course Gene Expression Data},
  author={SergeHazout andPierreVincens},
  year={2003}
}
  • SergeHazout andPierreVincens
  • Published 2003
In the last decade,variousmethodsfor clusteringthe microarraysdatahave beendevelopped,suchas the hierachical clustering[1], k-means[5] or SOM (self-organizingmaps)[3, 5]. Thesemethodsarenot adaptedto time-courseexpression data,becausethetime dependenceof theobserveddatais not preserved. Here,we attemptof elaboratinga novel approach combiningtheself… CONTINUE READING