NEWS.md

In simuclustfactor: Simultaneous Clustering and Factorial Decomposition of Three-Way Datasets

simuclustfactor 0.0.3

• This version presents 5 clustering-factorial decomposition methods of which, 3 were fully implemented. Thus TWCFTA, TWFCTA and CT3Clus models.
• TWCFTA is implemented for sequential/tandem clustering-factorial decomposition.
• TWFCTA is implemented for sequential/tandem factorial-clustering technique.
• T3Clus is the simultaneous version of the TWCFTA implementation.
• 3FKMeans is the simultaneous version of the TWFCTA implementation.
• CT3Clus is the convex combination of the simultaneous implementation of T3Clus and 3FKMeans models which integrates a parameter $\alpha$ to switch among the T3Clus (simultaneous TWCFTA when $\alpha=1$), 3FKMeans (simultaneous TWFCTA when $\alpha=0$) and a weighted version of T3Clus and 3FKMeans when $0<\alpha<1$.

simuclustfactor documentation built on Oct. 18, 2022, 9:07 a.m.