Machine learning : (Record no. 19887)

MARC details
000 -LEADER
fixed length control field 01599cam a22003255a 4500
001 - CONTROL NUMBER
control field 18556845
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20201128021336.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 150407t2015 flua frb 001 0 eng d
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
Transcribing agency DLC
Modifying agency EG-ScBUE
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.5
Item number .M368 2015
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Edition number 22
Classification number 006.31
Item number MAR
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Marsland, Stephen.
9 (RLIN) 38292
245 10 - TITLE STATEMENT
Title Machine learning :
Remainder of title an algorithmic perspective /
Statement of responsibility, etc Stephen Marsland.
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Boca Raton :
Name of publisher, distributor, etc CRC Press / Taylor & Francis Group,
Date of publication, distribution, etc c.2015.
300 ## - PHYSICAL DESCRIPTION
Extent xx, 437 p. :
Other physical details ill. ;
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."
500 ## - GENERAL NOTE
General note Index : p. 431-437.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references.
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 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning.
Source of heading or term BUEsh
9 (RLIN) 2922
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer algorithms.
Source of heading or term BUEsh
9 (RLIN) 10553
651 ## - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME
Source of heading or term BUEsh
653 ## - INDEX TERM--UNCONTROLLED
Resource For college Informatics and Computer Science
Arrived date list June2015
-- August2015
655 ## - INDEX TERM--GENRE/FORM
Form subdivision
-- 34232
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Koha collection Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Serial Enumeration / chronology Total Checkouts Total Renewals Full call number Barcode Date last seen Date last borrowed Cost, replacement price Koha item type
    Dewey Decimal Classification     Alahram Central Library Central Library Lower Floor 24/06/2015   599.00 312 8 26 006.31 MAR 000038858 15/07/2025 31/10/2022 748.75 Book - Borrowing

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