Machine Learning for Data Streams : (Record no. 232093)

MARC details
000 -LEADER
fixed length control field 02716cam a22005534a 4500
001 - CONTROL NUMBER
control field musev2_60833
003 - CONTROL NUMBER IDENTIFIER
control field MdBmJHUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240815120749.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m o d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr||||||||nn|n
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 180605s2018 mau o 00 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780262346047
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 0262346044
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9780262037792
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1042908181
040 ## - CATALOGING SOURCE
Original cataloging agency MdBmJHUP
Transcribing agency MdBmJHUP
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Bifet, Albert,
Relator term author.
245 10 - TITLE STATEMENT
Title Machine Learning for Data Streams :
Remainder of title with Practical Examples in MOA /
Statement of responsibility, etc. Albert Bifet, Ricard Gavaldà, Geoff Holmes, Bernhard Pfahringer.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture London, England :
Name of producer, publisher, distributor, manufacturer The MIT Press,
Date of production, publication, distribution, manufacture, or copyright notice [2017]
264 #3 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Baltimore, Md. :
Name of producer, publisher, distributor, manufacturer Project MUSE,
Date of production, publication, distribution, manufacture, or copyright notice 2018
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice ©[2017]
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource:
Other physical details illustrations
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
490 0# - SERIES STATEMENT
Series statement Adaptive computation and machine learning
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Intro; Contents; List of Figures; List of Tables; Preface; I INTRODUCTION; 1 Introduction; 2 Big Data Stream Mining; 3 Hands-on Introduction to MOA; II STREAM MINING; 4 Streams and Sketches; 5 Dealing with Change; 6 Classification; 7 Ensemble Methods; 8 Regression; 9 Clustering; 10 Frequent Pattern Mining; III THE MOA SOFTWARE; 11 Introduction to MOA and Its Ecosystem; 12 The Graphical User Interface; 13 Using the Command Line; 14 Using the API; 15 Developing New Methods in MOA; Bibliography; Index
506 0# - RESTRICTIONS ON ACCESS NOTE
Terms governing access Open Access
Standardized terminology for access restriction Unrestricted online access
Source of term star
520 ## - SUMMARY, ETC.
Summary, etc. A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software framework.
588 ## - SOURCE OF DESCRIPTION NOTE
Source of description note Description based on print version record.
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Neural networks (Computer science)
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst01036260
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning.
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst01004795
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Database management.
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst00888037
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element COMPUTERS / Artificial Intelligence / General.
Source of heading or term bisacsh
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Apprentissage automatique.
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Reseaux neuronaux (Informatique)
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Bases de donnees
General subdivision Gestion.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Neural networks (Computer science)
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Database management.
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
Source of term local
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Pfahringer, Bernhard,
Relator term author.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Holmes, Geoffrey,
Relator term author.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Gavaldà, Ricard,
Dates associated with a name 1964-
Relator term author.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element M.I.T. Press,
Relator term publisher.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Project Muse.
Relator term distributor
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Book collections on Project MUSE.
856 40 - ELECTRONIC LOCATION AND ACCESS
Public note Full text available:
Uniform Resource Identifier <a href="https://muse.jhu.edu/book/60833/">https://muse.jhu.edu/book/60833/</a>

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