Coverart for item
The Resource Big data analysis : new algorithms for a new society, Nathalie Japkowicz, Jerzy Stefanowski, editors, (electronic resource)

Big data analysis : new algorithms for a new society, Nathalie Japkowicz, Jerzy Stefanowski, editors, (electronic resource)

Label
Big data analysis : new algorithms for a new society
Title
Big data analysis
Title remainder
new algorithms for a new society
Statement of responsibility
Nathalie Japkowicz, Jerzy Stefanowski, editors
Contributor
Editor
Subject
Language
eng
Summary
This edited volume is devoted to Big Data Analysis from a Machine Learning standpoint as presented by some of the most eminent researchers in this area. It demonstrates that Big Data Analysis opens up new research problems which were either never considered before, or were only considered within a limited range. In addition to providing methodological discussions on the principles of mining Big Data and the difference between traditional statistical data analysis and newer computing frameworks, this book presents recently developed algorithms affecting such areas as business, financial forecasting, human mobility, the Internet of Things, information networks, bioinformatics, medical systems and life science. It explores, through a number of specific examples, how the study of Big Data Analysis has evolved and how it has started and will most likely continue to affect society. While the benefits brought upon by Big Data Analysis are underlined, the book also discusses some of the warnings that have been issued concerning the potential dangers of Big Data Analysis along with its pitfalls and challenges
Member of
Cataloging source
YDXCP
Dewey number
006.3/12
Illustrations
illustrations
Index
no index present
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Japkowicz, Nathalie
  • Stefanowski, Jerzy
Series statement
Studies in big data,
Series volume
volume 16
http://library.link/vocab/subjectName
  • Data mining
  • Big data
  • Machine learning
Label
Big data analysis : new algorithms for a new society, Nathalie Japkowicz, Jerzy Stefanowski, editors, (electronic resource)
Instantiates
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
A Machine Learning Perspective on Big Data Analysis -- An Insight on Big Data Analytics -- Toward Problem Solving Support based on Big Data and Domain Knowledge: Interactive Granular Computing and Adaptive Judgment -- An overview of Conceptdrift Applications.- Analysis of Text-Enriched Heterogeneous Information Networks.- Implementing Big Data Analytics Projects in Business -- Data mining in Business: Current Advances and Future Challenges -- Industrial-Scale Ad Hoc Risk Analytics Using MapReduce -- Big Data and the Internet of Things -- Social Network Analysis in Streaming Call Graphs.- Scalable Cloud-Based Data Analysis Software Systems for Big Data From Next Generation Sequencing -- Discovering Networks of Interdependent Features in High-Dimensional Problems -- Final Remarks on Big Data Analysis and its Impact on Society and Science
Control code
ocn936079999
Dimensions
unknown
Extent
1 online resource (xii, 329 pages)
File format
unknown
Form of item
online
Isbn
9783319269894
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-26989-4
Other physical details
illustrations (some colour)
Quality assurance targets
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)936079999
Label
Big data analysis : new algorithms for a new society, Nathalie Japkowicz, Jerzy Stefanowski, editors, (electronic resource)
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
A Machine Learning Perspective on Big Data Analysis -- An Insight on Big Data Analytics -- Toward Problem Solving Support based on Big Data and Domain Knowledge: Interactive Granular Computing and Adaptive Judgment -- An overview of Conceptdrift Applications.- Analysis of Text-Enriched Heterogeneous Information Networks.- Implementing Big Data Analytics Projects in Business -- Data mining in Business: Current Advances and Future Challenges -- Industrial-Scale Ad Hoc Risk Analytics Using MapReduce -- Big Data and the Internet of Things -- Social Network Analysis in Streaming Call Graphs.- Scalable Cloud-Based Data Analysis Software Systems for Big Data From Next Generation Sequencing -- Discovering Networks of Interdependent Features in High-Dimensional Problems -- Final Remarks on Big Data Analysis and its Impact on Society and Science
Control code
ocn936079999
Dimensions
unknown
Extent
1 online resource (xii, 329 pages)
File format
unknown
Form of item
online
Isbn
9783319269894
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-26989-4
Other physical details
illustrations (some colour)
Quality assurance targets
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)936079999

Library Locations

    • InternetBorrow it
      Albany, Auckland, 0632, NZ
Processing Feedback ...