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Using gene expression data to classify tumor types is a very promising tool in cancer diagnosis. Previous works show several pairs of tumor types can be successfully distinguished...

Chen-Hsiang Yeang, Sridhar Ramaswamy, Pablo Tamayo...

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ISMB
2001

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CLIFF: clustering of high-dimensional microarray data via iterative feature filtering using normalized cuts

15 years 4 months ago

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Eric P. Xing, Richard M. Karp

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ISMB
2001

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Using mixtures of common ancestors for estimating the probabilities of discrete events in biological sequences

15 years 4 months ago

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Accurately estimating probabilities from observations is important for probabilistic-based approaches to problems in computational biology. In this paper we present a biologically...

Eleazar Eskin, William Noble Grundy, Yoram Singer

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ISMB
2001

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Designing fast converging phylogenetic methods

15 years 4 months ago

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Abstract: Absolute fast converging phylogenetic reconstruction methods are provably guaranteed to recover the true tree with high probability from sequences that grow only polynomi...

Luay Nakhleh, Usman Roshan, Katherine St. John, Je...

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