A topological approach for protein classification

A topological approach for protein classification

Protein function and dynamics are closely related to its sequence and structure.However, prediction of protein function and dynamics from its sequence and structure is still a fundamental challenge in molecular biology. Protein classification, which is typically done through measuring the similarity...

Bibliografski detalji
Glavni autori:	Cang, Zixuan, Mu, Lin, Wu, Kedi, Opron, Kristopher, Xia, Kelin, Wei, Guo-Wei
Daljnji autori:	School of Physical and Mathematical Sciences
Format:	Journal Article
Jezik:	English
Izdano:	2016
Teme:	persistent homology machine learning
Online pristup:	https://hdl.handle.net/10356/82112 http://hdl.handle.net/10220/41120 http://www.degruyter.com/view/j/mlbmb.2015.3.issue-1/mlbmb-2015-0009/mlbmb-2015-0009.xml?format=INT

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An elementary approach to homological algebra / L. R. Vermani
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Homology and cohomology theory : an approach based on Alexander-Spanier Cochains/
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Personality, situation and persistence : a study with emphasis on achievement motivation/
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Equivariant cohomology theories/
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Groups of cohomological dimension one/
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Cohomology theories/
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General cohomology theory and K-theory/
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Local cohomology/
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Singular homology theory /
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Cohomology operations : lectures /
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Homology /
od: 387070 MacLane, Saunders
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An introduction to homological algebra /
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Homotopocal algebra /
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An introduction to homological algebra /
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A course in homological algebra /
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Izdano: (1971)

Methods of homological algebra /
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Izdano: (2003)

The K-Alexander-Spanier cohomology /
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Semihereditary maximal orders /
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Izdano: (1996)

Computational homology /
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A course in homological algebra /
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