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Independent subspace analysis can cope with the 'curse of dimensionality'

Independent subspace analysis can cope with the 'curse of dimensionality'

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2384580630

Independent subspace analysis can cope with the 'curse of dimensionality'

About this item

Full title

Independent subspace analysis can cope with the 'curse of dimensionality'

Publisher

Szeged: Laszlo Nyul

Journal title

Acta cybernetica (Szeged), 2007-01, Vol.18 (2), p.213

Language

English

Formats

Publication information

Publisher

Szeged: Laszlo Nyul

More information

Scope and Contents

Contents

We search for hidden independent components, in particular we consider the independent subspace analysis (ISA) task. Earlier ISA procedures assume that the dimensions of the components are known. Here we show a method that enables the non-combinatorial estimation of the components. We make use of a decomposition principle called the ISA separation...

Alternative Titles

Full title

Independent subspace analysis can cope with the 'curse of dimensionality'

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2384580630

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2384580630

Other Identifiers

ISSN

0324-721X

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