Bayesian networks : (Record no. 688874)
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| 000 -LEADER | |
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| 005 - DATE AND TIME OF LATEST TRANSACTION | |
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| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
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| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu---unuuu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 171212s2009 enka ob 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780470684030 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0470684038 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780470684023 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 047068402X |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9780470743041 |
| Qualifying information | (cloth) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 0470743042 |
| Qualifying information | (cloth) |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1002/9780470684023 |
| Source of number or code | doi |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | AU@ |
| System control number | 000050489499 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | CDX |
| System control number | 10951630 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | DEBSZ |
| System control number | 396399258 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | DEBSZ |
| System control number | 422915564 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | DEBSZ |
| System control number | 430866895 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | DEBSZ |
| System control number | 449189589 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | NLGGC |
| System control number | 322883849 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | NZ1 |
| System control number | 13932452 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | NZ1 |
| System control number | 15341376 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | DEBBG |
| System control number | BV043390397 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)469186770 |
| Canceled/invalid control number | (OCoLC)463438286 |
| -- | (OCoLC)503829594 |
| -- | (OCoLC)783455634 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)ocn469186770 |
| 037 ## - SOURCE OF ACQUISITION | |
| Stock number | 10.1002/9780470684023 |
| Source of stock number/acquisition | Wiley InterScience |
| Note | http://www3.interscience.wiley.com |
| 039 #9 - LEVEL OF BIBLIOGRAPHIC CONTROL AND CODING DETAIL [OBSOLETE] | |
| Level of rules in bibliographic description | 201902141452 |
| Level of effort used to assign nonsubject heading access points | murni |
| y | 12-12-2017 |
| z | hafiz |
| w | MYUKM (1).mrc |
| x | 186 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | NST |
| Language of cataloging | eng |
| Description conventions | pn |
| Transcribing agency | NST |
| Modifying agency | YDXCP |
| -- | OSU |
| -- | OCLCQ |
| -- | EBLCP |
| -- | DG1 |
| -- | IDEBK |
| -- | DG1 |
| -- | OCLCQ |
| -- | MHW |
| -- | OCLCQ |
| -- | OCLCF |
| -- | DEBSZ |
| -- | CDX |
| -- | OCLCO |
| -- | OCLCQ |
| -- | NLGGC |
| -- | COO |
| -- | OCLCQ |
| -- | DEBBG |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | MAIN |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA279.5 |
| Item number | .K68 2009eb |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | MAT |
| Subject category code subdivision | 029010 |
| Source | bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5/42 |
| Edition information | 22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Koski, Timo. |
| 245 10 - TITLE STATEMENT | |
| Title | Bayesian networks : |
| Remainder of title | an introduction / |
| Statement of responsibility, etc. | Timo Koski, John M. Noble. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Chichester, West Sussex, UK : |
| Name of publisher, distributor, etc. | John Wiley, |
| Date of publication, distribution, etc. | ©2009. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (viii, 347 pages) : |
| Other physical details | illustrations. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | Wiley series in probability and statistics |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references (pages 355-341) and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Graphical models and probabilistic reasoning -- Conditional independence, graphs, and d-separation -- Evidence, sufficiency and Monte Carlo methods -- Decomposable graphs and chain graphs -- Learning the conditional probability potentials -- Learning the graph structure -- Parameters and sensitivity -- Graphical models and exponential families -- Causality and intervention calculus -- The junction tree and probability updating -- Factor graphs and the sum product algorithm. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Bayesian Networks: An Introduction provides a self-contained introduction to the theory and applications of Bayesian networks, a topic of interest and importance for statisticians, computer scientists and those involved in modelling complex data sets. The material has been extensively tested in classroom teaching and assumes a basic knowledge of probability, statistics and mathematics. All notions are carefully explained and feature exercises throughout. Features include:.: An introduction to Dirichlet Distribution, Exponential Families and their applications.; A detailed description of learni. |
| 588 0# - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Print version record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Bayesian statistical decision theory. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Neural networks (Computer science) |
| 9 (RLIN) | 60531 |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Mathematics. |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Noble, John M. |
| 773 0# - HOST ITEM ENTRY | |
| Title | Wiley e-books |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Koski, Timo. |
| Title | Bayesian networks. |
| Place, publisher, and date of publication | Chichester, West Sussex, UK : John Wiley, 2009 |
| International Standard Book Number | 9780470743041 |
| Record control number | (DLC) 2009031404 |
| -- | (OCoLC)320800286 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Wiley series in probability and statistics. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://eresourcesptsl.ukm.remotexs.co/user/login?url=http://onlinelibrary.wiley.com/book/10.1002/9780470684023">https://eresourcesptsl.ukm.remotexs.co/user/login?url=http://onlinelibrary.wiley.com/book/10.1002/9780470684023</a> |
| Public note | Wiley Online Library |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) | |
| a | .b1653931x |
| b | 2022-10-23 |
| c | 2019-11-12 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Suppress in OPAC | No |
| 914 ## - VTLS Number | |
| VTLS Number | vtls003628857 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Library | |
| Operator's initials, OID (RLIN) | 2017-12-12 |
| Cataloger's initials, CIN (RLIN) | m |
| Material Type (Sierra) | E-Book |
| Language | English |
| Country | |
| -- | 0 |
| -- | .b1653931x |
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