An introduction to pattern recognition and machine learning / by Paul Fieguth (Record no. 5625)
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| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
|---|---|
| International Standard Book Number | 9783030959937 |
| 080 ## - UNIVERSAL DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 004.931'1 FIE |
| 245 13 - TITLE STATEMENT | |
| Title | An introduction to pattern recognition and machine learning / by Paul Fieguth |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Switzerland AG: |
| Name of publisher, distributor, etc | Springer Nature, |
| Date of publication, distribution, etc | 2022. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxii, 471 p. |
| Dimensions | 24 cm. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This text offers an accessible and conceptually rich introduction, a solid mathematical development emphasizing simplicity and intuition. Students beginning to explore pattern recognition do not need a suite of mathematically advanced methods or complicated computational libraries to understand and appreciate pattern recognition; rather the fundamental concepts and insights, eminently teachable at the undergraduate level, motivate this text. This book provides methods of analysis that the reader can realistically undertake on their own, supported by real-world examples, case-studies, and worked numerical / computational studies. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Pattern recognition |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Reference |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Fieguth, Paul. |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Price | Currency | Acq Date | Vendor | Order No | Order Date | Bill No | Bill Date | Price In Rs | Discount | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Dept note |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Universal Decimal Classification | 89.99 | EU | 01/09/2026 | Shanti Books | PO.NO.IIITDMK/2026-27/LIB/BKS/04 | 01/07/2026 | 3685 | 23/07/2026 | 10110.38 | 30 | IIITDM Kancheepuram Library | IIITDM Kancheepuram Library | Reference | 01/09/2026 | 004.93'1 FIE | 0008244 | 02/09/2026 | 01/09/2026 | Reference | Computer Science |