Optimal projections of high dimensional data

E Corchado, C Fyfe - 2002 IEEE International Conference on …, 2002 - ieeexplore.ieee.org
E Corchado, C Fyfe
2002 IEEE International Conference on Data Mining, 2002. Proceedings., 2002ieeexplore.ieee.org
In this paper, we compare two artificial neural network algorithms for performing Exploratory
Projection Pursuit, a statistical technique for investigating data by projecting it onto lower
dimensional manifolds. The neural networks are extensions of a network which performs
Principal Component Analysis. We illustrate the technique on artificial data before applying it
to real data.
In this paper, we compare two artificial neural network algorithms for performing Exploratory Projection Pursuit, a statistical technique for investigating data by projecting it onto lower dimensional manifolds. The neural networks are extensions of a network which performs Principal Component Analysis. We illustrate the technique on artificial data before applying it to real data.
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