Machine learning : (Record no. 21482)
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000 -LEADER | |
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fixed length control field | 01648cam a2200337 i 4500 |
001 - ACCESSION NUMBER | |
control field | 25829 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | CUTN |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20170418105650.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 150407s2015 flua b 001 0 eng |
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
LC control number | 2014434325 |
Canceled/invalid LC control number | 2015302878 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9781466583283 (hbk) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 1466583282 (hbk) |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | DLC |
Language of cataloging | eng |
Description conventions | rda |
Transcribing agency | DLC |
042 ## - AUTHENTICATION CODE | |
Authentication code | pcc |
050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
Classification number | Q325.5 |
Item number | .M368 2015 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.31 |
100 1# - MAIN ENTRY--PERSONAL NAME | |
Personal name | Marsland, Stephen. |
245 10 - TITLE STATEMENT | |
Title | Machine learning : |
Remainder of title | an algorithmic perspective / |
Statement of responsibility, etc | Stephen Marsland. |
250 ## - EDITION STATEMENT | |
Edition statement | Second edition. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication, distribution, etc | New York, |
Name of publisher, distributor, etc | CRC Press, |
Date of publication, distribution, etc | c2016. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xx, 437 pages : |
Other physical details | illustrations ; |
Dimensions | 25 cm. |
490 0# - SERIES STATEMENT | |
Series statement | Chapman & Hall/CRC machine learning & pattern recognition series |
500 ## - GENERAL NOTE | |
General note | "A Chapman & Hall book." |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc | Includes bibliographical references and index. |
505 0# - FORMATTED CONTENTS NOTE | |
Formatted contents note | Introduction -- Preliminaries -- Neurons, neural networks, and linear discriminants -- The multi-layer perceptron -- Radial basis functions and splines -- Dimensionality reduction -- Probabilistic learning -- Support vector machines -- Optimisation and search -- Evolutionary learning -- Reinforcement learning -- Learning with trees -- Decision by committee: ensemble learning -- Unsupervised learning -- Markov chain Monte Carlo (MCMC) methods -- Graphical models -- Symmetric weights and deep belief networks -- Gaussian processes -- Python. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Machine learning. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Algorithms. |
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
a | 7 |
b | cbc |
c | origres |
d | 2 |
e | ncip |
f | 20 |
g | y-gencatlg |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | Dewey Decimal Classification |
Koha item type | General Books |
Date last seen | Total Checkouts | Total Renewals | Full call number | Barcode | Checked out | Date checked out | Price effective from | Koha item type | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Withdrawn status | Home library | Current library | Shelving location | Date acquired |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18/04/2024 | 9 | 10 | 006.31 | 25829 | 02/05/2024 | 18/04/2024 | 18/04/2017 | General Books | Dewey Decimal Classification | CUTN Central Library | CUTN Central Library | Sciences | 18/04/2017 |