Machine learning : (Record no. 21482)

MARC details
000 -LEADER
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
Holdings
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

Powered by Koha