| 000 -LEADER |
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| fixed length control field |
a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
211203b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781108410892 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
514.2 |
| Item number |
BOI |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Boissonnat, Jean-Daniel |
| 245 ## - TITLE STATEMENT |
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| Title |
Geometric and topological inference |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher, distributor, etc |
Cambridge University Press, |
| Date of publication, distribution, etc |
2018 |
| Place of publication, distribution, etc |
Cambridge : |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xii, 233 p. ; |
| Other physical details |
ill., |
| Dimensions |
23 cm |
| 365 ## - TRADE PRICE |
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| Price amount |
28.99 |
| Price type code |
GBP |
| Unit of pricing |
107.10 |
| 490 ## - SERIES STATEMENT |
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| Series statement |
Cambridge texts in applied mathematics ; |
| Volume number/sequential designation |
57 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
Geometric and topological inference deals with the retrieval of information about a geometric object using only a finite set of possibly noisy sample points. It has connections to manifold learning and provides the mathematical and algorithmic foundations of the rapidly evolving field of topological data analysis. Building on a rigorous treatment of simplicial complexes and distance functions, this self-contained book covers key aspects of the field, from data representation and combinatorial questions to manifold reconstruction and persistent homology. It can serve as a textbook for graduate students or researchers in mathematics, computer science and engineering interested in a geometric approach to data science. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Pattern perception |
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| Topical term or geographic name as entry element |
Topology |
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| Topical term or geographic name as entry element |
Geometric analysis |
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| Topical term or geographic name as entry element |
Adjacecy graph |
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| Topical term or geographic name as entry element |
Cell complex |
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| Topical term or geographic name as entry element |
Triangulation |
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| Topical term or geographic name as entry element |
Empty ball property |
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| Topical term or geographic name as entry element |
Maximization diagram |
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| Topical term or geographic name as entry element |
Minimization diagram |
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| Topical term or geographic name as entry element |
Upper bound theorem |
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| Topical term or geographic name as entry element |
Weighting scheme |
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| Topical term or geographic name as entry element |
Geometry |
| 710 ## - ADDED ENTRY--CORPORATE NAME |
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| Corporate name or jurisdiction name as entry element |
Chazal, Frederic |
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| Corporate name or jurisdiction name as entry element |
Yvinec, Mariette |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
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| Item type |
Books |