Pattern recognition and machine learning (Record no. 200030)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01265nam a22002297a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260603113852.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260603b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781493938438 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 BIS-P |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Bishop, Christopher M. |
| 245 ## - TITLE STATEMENT | |
| Title | Pattern recognition and machine learning |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | New York; |
| Name of publisher | Springer; |
| Year of publication | 2009 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xx, 738p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Comprehensive introduction to pattern recognition and machine learning based on probabilistic methods and statistical modelling. Covers supervised and unsupervised learning, probability theory, Bayesian inference, graphical models, neural networks, kernel methods, support vector machines, mixture models, latent variable models, and approximate inference techniques. Emphasizes mathematical foundations and practical algorithms for data analysis, prediction, classification, clustering, and intelligent decision-making systems. Widely used as a graduate-level textbook and reference in machine learning, artificial intelligence, data science, and pattern recognition. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Artificial intelligence. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Machine learning. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Pattern recognition systems. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books and Monographs |
| Full call number | Accession Number | Koha item type | Lost status | Damaged status | Permanent Location | Current Location | Shelving location | Date acquired | Source of acquisition |
|---|---|---|---|---|---|---|---|---|---|
| 006.31 BIS-P | 102886 | Books and Monographs | Central Library, NIT Jalandhar | Central Library, NIT Jalandhar | General Stacks | 20.05.2026 | Delhi, Narendra Publishing House | ||
| 006.31 BIS-P | 102887 | Books and Monographs | Central Library, NIT Jalandhar | Central Library, NIT Jalandhar | General Stacks | 20.05.2026 | Delhi, Narendra Publishing House | ||
| 006.31 BIS-P | 102888 | Books and Monographs | Central Library, NIT Jalandhar | Central Library, NIT Jalandhar | General Stacks | 20.05.2026 | Delhi, Narendra Publishing House |