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Persistence theory : from quiver representations to data analysis / Steve Y. Oudot
(Mathematical Surveys and Monographs. ISSN:23317159 ; v. 209)
Publisher | (Providence, Rhode Island : American Mathematical Society) |
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Year | [2015] |
Size | 1 online resource (pages cm.) |
Authors | *Oudot, Steve Y. 1979- |
Subjects | LCSH:Algebraic topology LCSH:Homology theory FREE:Statistics -- Data analysis All Subject Search FREE:Algebraic topology -- Applied homological algebra and category theory -- Simplicial sets and complexes All Subject Search FREE:Associative rings and algebras -- Representation theory of rings and algebras -- Representations of quivers and partially ordered sets All Subject Search FREE:Computer science -- Computing methodologies and applications -- Computer graphics; computational geometry All Subject Search |
Contents | Introduction Chapter 1. Algebraic persistence Chapter 2. Topological persistence Chapter 3. Stability Chapter 4. Topological inference Chapter 5. Topological inference 2.0 Chapter 6. Clustering Chapter 7. Signatures for metric spaces Chapter 8. New trends in topological data analysis Chapter 9. Further prospects on the theory Appendix A. Introduction to quiver theory with a view toward persistence |
Notes | Includes bibliographical references and index Access is restricted to licensed institutions Electronic reproduction Providence, Rhode Island American Mathematical Society 2015 Mode of access : World Wide Web Description based on print version record HTTP:URL=http://www.ams.org/surv/209 Information=Contents HTTP:URL=https://doi.org/10.1090/surv/209 Information=Contents |
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E-Book | Location | Media type | Volume | Call No. | Status | Reserve | Comments | ISBN | Printed | Restriction | Designated Book | Barcode No. |
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E-Book | オンライン | 電子ブック |
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Mathematical Surveys and Monographs | 9781470427955 |
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電子リソース |
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EB00103206 |
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