The Resource Machine learning : an algorithmic perspective, Stephen Marsland

Machine learning : an algorithmic perspective, Stephen Marsland

Label
Machine learning : an algorithmic perspective
Title
Machine learning
Title remainder
an algorithmic perspective
Statement of responsibility
Stephen Marsland
Creator
Subject
Language
eng
Member of
Cataloging source
MBB
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
Chapman & Hall/CRC machine learning & pattern recognition series
Machine learning : an algorithmic perspective, Stephen Marsland
Label
Machine learning : an algorithmic perspective, Stephen Marsland
Publication
Note
"A Chapman & Hall book."
Related Contributor
Related Location
Related Agents
Related Authorities
Related Subjects
Related Items
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Control code
ocn895686170
http://library.link/vocab/cover_art
http://covers.openlibrary.org/b/isbn/9781466583283-M.jpg?default=false
Dimensions
25 cm.
http://library.link/vocab/discovery_link
{'ERDC_HANOV': 'http://acwc.sdp.sirsi.net/client/en_US/default/search/detailnonmodal/ent:$002f$002fSD_ILS$002f0$002fSD_ILS:283578/ada'}
Edition
2nd ed.
Extent
xx, 437 pages
Isbn
9781466583283
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)895686170

Library Locations

    • ERDC - Hanover (US Army Engineer Research and Development Center) Borrow it
      72 Lyme Road, Hanover, NH, 03755-1290, US
      43.7279642 -72.2684934
Processing Feedback ...