In our previous study, we investigate the use of vector fusion and non-metric multidimensional scaling (NMDS) visualization of the 384 genes [5]. We used the Euclidean distance as a metric for gene similarity. In Figure 2, we show the NMDS visualization of the gene expression **data** in a 2-dimensional view. The resulting non-metric visualization shows visual clustering of the five classifications of genes. Moreover, the 2D representation captures the temporal characteristics of the phases of the cell cycle. In counterclockwise, we can see the visual proximity of the groups starting from Group1 to Group 5, which activates in order according to the cell cycle phase. Further investigation of the use of the 2D visualization in predicting functional group of genes is studied in the works of [19] and [18].