| 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 |
230221b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781611976403 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
512.9434 |
| Item number |
GIL |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Gillis, Nicolas |
| 245 ## - TITLE STATEMENT |
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| Title |
Nonnegative matrix factorization |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher, distributor, etc |
Society for Industrial and Applied Mathematics, |
| Date of publication, distribution, etc |
2021 |
| Place of publication, distribution, etc |
Philadelphia : |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xxv, 350 p. ; |
| Other physical details |
ill. |
| Dimensions |
26 cm |
| 365 ## - TRADE PRICE |
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| Price amount |
87.00 |
| Price type code |
USD |
| Unit of pricing |
85.20 |
| 490 ## - SERIES STATEMENT |
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| Series statement |
Data science ; 2 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
This book provides a comprehensive and up-to-date account of the NMF problem and its most significant features. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Algorithms |
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| Topical term or geographic name as entry element |
Data Science Data Analytics |
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| Topical term or geographic name as entry element |
Computer algorithms |
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| Topical term or geographic name as entry element |
Data mining |
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| Topical term or geographic name as entry element |
Non-negative matrices |
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| Topical term or geographic name as entry element |
Bolzano-Weierstress theorem |
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| Topical term or geographic name as entry element |
Condition number |
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| Topical term or geographic name as entry element |
Contact change point |
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| Topical term or geographic name as entry element |
Distributional robustness |
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| Topical term or geographic name as entry element |
Feature extraction |
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| Topical term or geographic name as entry element |
Hierarchical alternating least squares |
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| Topical term or geographic name as entry element |
Identifiability |
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| Topical term or geographic name as entry element |
Karush-Kuhn-Tucker (KKT) conditions |
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| Topical term or geographic name as entry element |
MATLAB |
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| Topical term or geographic name as entry element |
Minimum -volumeNMF |
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| Topical term or geographic name as entry element |
Near-separable factorization |
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| Topical term or geographic name as entry element |
Nested polytope problem |
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| Topical term or geographic name as entry element |
Nonnegative rank |
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| Topical term or geographic name as entry element |
Orthogonal NMF |
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| Topical term or geographic name as entry element |
Principal component analysis |
|
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| Topical term or geographic name as entry element |
Robust PCA |
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| Topical term or geographic name as entry element |
Thomas matrix |
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| Topical term or geographic name as entry element |
Verttex component analysis |
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| Topical term or geographic name as entry element |
High dimensional data sets |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
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| Item type |
Books |