18 citations · 31 across the 2 of their papers we have counts for
2 papers
stat.ME2013★ 13 cited
Multiscale principal component analysis
A. A. Akinduko, A. N. Gorban
Principal component analysis (PCA) is an important tool in exploring data. The conventional approach to PCA leads to a solution which favours the structures with large variances. T…
stat.ML2012★ 18 cited
Initialization of Self-Organizing Maps: Principal Components Versus Random Initialization. A Case Study
A. A. Akinduko, E. M. Mirkes
The performance of the Self-Organizing Map (SOM) algorithm is dependent on the initial weights of the map. The different initialization methods can broadly be classified into rando…