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Nonlinear dimension reduction and clustering by Minimum Curvilinearity unfold neuropathic pain and tissue embryological classes

Motivation: Nonlinear small datasets, which are characterized by low numbers of samples and very high numbers of measures, occur frequently in computational biology, and pose problems in their investigation. Unsupervised hybrid-two-phase (H2P) procedures—specifically dimension reduction (DR), couple...

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Main Authors: Cannistraci, Carlo Vittorio, Ravasi, Timothy, Montevecchi, Franco Maria, Ideker, Trey, Alessio, Massimo
格式: Artigo
語言:Inglês
出版: Oxford University Press 2010
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC2935424/
https://ncbi.nlm.nih.gov/pubmed/20823318
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btq376
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