Asia Pacific University Library catalogue


Machine learning : (Record no. 382045)

000 -LEADER
fixed length control field 01424cam a2200289 i 4500
001 - CONTROL NUMBER
control field 18556845
003 - CONTROL NUMBER IDENTIFIER
control field APU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20190104074823.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190104s2015 flua b 001 0 eng
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 WAN
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.5
Item number .M37 2015
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Marsland, Stephen.
9 (RLIN) 41264
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,
Date of publication, distribution, etc [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.
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.
9 (RLIN) 41265
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Algorithms.
9 (RLIN) 41266
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Invoice number Cost, normal purchase price Total Checkouts Total Renewals Full call number Barcode Date last seen Date checked out Copy number Cost, replacement price Price effective from Koha item type PO number
Not Withdrawn Missing   Not Damaged Available for loan Book APU Library APU Library Open Shelf 04/01/2019 EMO I-026208 230.50 16 17 Q325.5 .M37 2015 c.1 00012323 14/12/2022 23/11/2022 1 230.50 04/01/2019 General Circulation U-2018/10/0866