Merging and Splitting Eigenspace Models (2000)
by
Peter Hall
,
David Marshall
,
Ralph Martin
| Citations: | 50 - 0 self |
BibTeX
@MISC{Hall00mergingand,
author = {Peter Hall and David Marshall and Ralph Martin},
title = {Merging and Splitting Eigenspace Models},
year = {2000}
}
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Abstract
We present new deterministic methods that given two eigenspace models, each representing a set of n-dimensional observations will: (1) merge the models to yield a representation of the union of the sets; (2) split one model from another to represent the difference between the sets; as this is done, we accurately keep track of the mean.
