Relational knowledge discovery / (Record no. 1405)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02472cam a2200409 a 4500 |
| 001 - CONTROL NUMBER | |
| control field | 17116449 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | UoK |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20180911151305.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 120111s2012 enka b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2011049968 |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER | |
| National bibliography number | GBB1D9314 |
| Source | bnb |
| 016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER | |
| Record control number | 015986169 |
| Source | Uk |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780521190213 (hardback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0521190215 (hardback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780521122047 (paperback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 052112204X (paperback) |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)ocn773533818 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Transcribing agency | DLC |
| Modifying agency | YDX |
| -- | BDX |
| -- | YDXCP |
| -- | CDX |
| -- | UKMGB |
| -- | OCLCO |
| -- | YNK |
| -- | OCLCO |
| -- | PUL |
| -- | DLC |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q325.7 |
| Item number | .M85 2012 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3/1 |
| Edition number | 23 |
| 084 ## - OTHER CLASSIFICATION NUMBER | |
| Classification number | COM021000 |
| Number source | bisacsh |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Müller, M. E. |
| Fuller form of name | (Martin E.), |
| Dates associated with a name | 1970- |
| 245 10 - TITLE STATEMENT | |
| Title | Relational knowledge discovery / |
| Statement of responsibility, etc. | M.E. Müller. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cambridge ; |
| -- | New York : |
| Name of publisher, distributor, etc. | Cambridge University Press, |
| Date of publication, distribution, etc. | 2012. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | vi, 271 p. : |
| Other physical details | ill. ; |
| Dimensions | 26 cm. |
| 490 0# - SERIES STATEMENT | |
| Series statement | Lecture notes on machine learning |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references (p. 261-266) and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "What is knowledge and how is it represented? This book focuses on the idea of formalising knowledge as relations, interpreting knowledge represented in databases or logic programs as relational data and discovering new knowledge by identifying hidden and defining new relations. After a brief introduction to representational issues, the author develops a relational language for abstract machine learning problems. He then uses this language to discuss traditional methods such as clustering and decision tree induction, before moving onto two previously underestimated topics that are just coming to the fore: rough set data analysis and inductive logic programming. Its clear and precise presentation is ideal for undergraduate computer science students. The book will also interest those who study artificial intelligence or machine learning at the graduate level. Exercises are provided and each concept is introduced using the same example domain, making it easier to compare the individual properties of different approaches"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computational learning theory. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Relational databases. |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Cover image |
| Uniform Resource Identifier | <a href="http://assets.cambridge.org/97805211/90213/cover/9780521190213.jpg">http://assets.cambridge.org/97805211/90213/cover/9780521190213.jpg</a> |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
| a | 7 |
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| c | orignew |
| d | 1 |
| e | ecip |
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| g | y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Collection code |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Main Campus Library | Main Campus Library | 24/09/2015 | Hinesh trading ltd | 5000.00 | Q 325.7 .M85 2012 | 00012849 | 24/09/2015 | 24/09/2015 | General Collection | ||||||
| Library of Congress Classification | Main Campus Library | Main Campus Library | 24/09/2015 | Hinesh trading ltd | 5000.00 | Q 325.7 .M85 2012 | 00012851 | 24/09/2015 | 24/09/2015 | General Collection | ||||||
| Library of Congress Classification | Main Campus Library | Main Campus Library | 24/09/2015 | Hinesh trading ltd | 5000.00 | Q 325.7 .M85 2012 | 00012852 | 24/09/2015 | 24/09/2015 | General Collection | ||||||
| Library of Congress Classification | Town Campus Library | Town Campus Library | 24/09/2015 | Hinesh trading ltd | 5000.00 | Q 325.7 .M85 2012 | 00012850 | 24/09/2015 | 24/09/2015 | General Collection | ||||||
| Library of Congress Classification | Town Campus Library | Town Campus Library | 24/09/2015 | Hinesh trading ltd | 5000.00 | Q 325.7 .M85 2012 | 00012853 | 24/09/2015 | 24/09/2015 | General Collection | Non-fiction |