Microarray data analysis is a very popular topic of current studies in bioinformatics. Most of the existing methods are focused on clustering-related approaches. However, the relations of genes cannot ...

The objective and contribution of this work is to apply our data clustering method using generalized SOMs (self-organizing maps) with splitting-merging evolving structures to a multi-step clustering ...

Microarray analysis was performed on 14 normal oral epithelium and 71 HNSCCs from patients with outcome data. Spectral clustering (SC) analysis of the data set identified multiple vectors representing ...