Pattern recognition and machine learning (Record no. 6910)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01513nam a2200205Ia 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210916s9999 xx 000 0 und d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780387310732 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.4 |
| Item number | BIS |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Bishop, Christopher M. |
| 245 #0 - TITLE STATEMENT | |
| Title | Pattern recognition and machine learning |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | New York |
| Name of publisher, distributor, etc. | Springer |
| Date of publication, distribution, etc. | 2006 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xx, 738p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic models. Also, the practical applicability of Bayesian methods has been greatly enhanced through the development of a range of approximate inference algorithms such as variational Bayes and expectation propagation. Similarly, new models based on kernels have had a significant impact on both algorithms and applications. This new textbook reflects these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning. |
| 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 perception |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Pattern recognition systems |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical statistics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 481 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 563 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 553 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 638 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| 9 (RLIN) | 560 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | bill no. | bill date | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date checked out | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Computer science | 281 | 31.03.2021 | Plaksha University Library | Plaksha University Library | 16/09/2021 | T V Enterprises | 6836.94 | 4 | 1 | 006.4 BIS | 001591 | 09/07/2023 | 13/06/2023 | 16/09/2021 | Book | ||||
| Dewey Decimal Classification | Computer science | 281 | 31.03.2021 | Plaksha University Library | Plaksha University Library | 16/09/2021 | T V Enterprises | 6836.94 | 4 | 4 | 006.4 BIS | 001592 | 18/03/2024 | 11/12/2023 | 16/09/2021 | Book | ||||
| Dewey Decimal Classification | Computer science | 281 | 31.03.2021 | Plaksha University Library | Plaksha University Library | 16/09/2021 | T V Enterprises | 6836.94 | 4 | 1 | 006.4 BIS | 001643 | 05/03/2024 | 16/02/2024 | 16/09/2021 | Book | ||||
| Dewey Decimal Classification | Computer science | 281 | 31.03.2021 | Plaksha University Library | Plaksha University Library | 16/09/2021 | T V Enterprises | 6532.00 | 5 | 6 | 006.4 BIS | 001644 | 09/07/2023 | 16/01/2023 | 16/09/2021 | Book | ||||
| Dewey Decimal Classification | Computer science | 512/21-22 | 15/02/2022 | Plaksha University Library | Plaksha University Library | 23/02/2022 | T V Enterprises | 6675.00 | 2 | 006.4 BIS | 002725 | 06/05/2024 | 22/03/2024 | Book |