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It implements HICA (Hierarchical Independent Component Analysis) algorithm. This approach, obtained through the integration between treelets and Independent Component Analysis, is able to provide a multi-scale non-orthogonal data-driven basis, whose elements have a phenomenological interpretation according to the problem under study.
Package details |
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Author | Piercesare Secchi, Simone Vantini, and Paolo Zanini |
Maintainer | Paolo Zanini <paolo.zanini@polimi.it> |
License | GPL (>= 2) |
Version | 1.0.2 |
Package repository | View on CRAN |
Installation |
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