The Resource Imbalanced learning : foundations, algorithms, and applications, edited by Haibo He, Yunqian Ma

Imbalanced learning : foundations, algorithms, and applications, edited by Haibo He, Yunqian Ma

Label
Imbalanced learning : foundations, algorithms, and applications
Title
Imbalanced learning
Title remainder
foundations, algorithms, and applications
Statement of responsibility
edited by Haibo He, Yunqian Ma
Contributor
Editor
Provider
Publisher
Subject
Language
eng
Summary
Solving imbalanced learning problems is critical in numerous data-intensive networked systems, including surveillance, security, Internet, finance, biomedical, and defense, to name a few. The first comprehensive look at this new branch of machine learning, this volume offers a critical review of the problem of imbalanced learning, covering the state-of-the-art in techniques, principles, and real-world applications. Scientists and engineers will learn how to tackle the problem of learning from imbalanced datasets, and gain insight into current developments in the field as well as future research
Cataloging source
DLC
Illustrations
illustrations
Index
index present
LC call number
QA76.9.D343
LC item number
I43 2013
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1976-
http://library.link/vocab/relatedWorkOrContributorName
  • He, Haibo
  • Ma, Yunqian
  • IEEE Xplore
  • John Wiley & Sons
  • Institute of Electrical and Electronics Engineers
http://library.link/vocab/subjectName
  • Data mining
  • Information resources
  • Information resources management
  • System analysis
  • COMPUTERS
  • Data mining
  • Information resources
  • Information resources management
  • System analysis
Label
Imbalanced learning : foundations, algorithms, and applications, edited by Haibo He, Yunqian Ma
Instantiates
Publication
Note
Made available via IEEE Xplore Digital Library
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
Extent
1 online resource (xi, 210 pages)
File format
unknown
Form of item
online
Isbn
9781118646205
Lccn
2013019555
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
Quality assurance targets
unknown
Reformatting quality
unknown
Specific material designation
remote
System control number
  • (OCoLC)843228806
  • (OCoLC)ocn843228806
Label
Imbalanced learning : foundations, algorithms, and applications, edited by Haibo He, Yunqian Ma
Publication
Note
Made available via IEEE Xplore Digital Library
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
Extent
1 online resource (xi, 210 pages)
File format
unknown
Form of item
online
Isbn
9781118646205
Lccn
2013019555
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
Quality assurance targets
unknown
Reformatting quality
unknown
Specific material designation
remote
System control number
  • (OCoLC)843228806
  • (OCoLC)ocn843228806

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