The Resource Big data of complex networks, edited by Matthias Dehmer, Frank Emmert-Streib, Stefan Pickl, Andreas Holzinger

Big data of complex networks, edited by Matthias Dehmer, Frank Emmert-Streib, Stefan Pickl, Andreas Holzinger

Label
Big data of complex networks
Title
Big data of complex networks
Statement of responsibility
edited by Matthias Dehmer, Frank Emmert-Streib, Stefan Pickl, Andreas Holzinger
Contributor
Editor
Subject
Language
eng
Summary
Big Data of Complex Networks presents and explains the methods from the study of big data that can be used in analysing massive structural data sets, including both very large networks and sets of graphs. As well as applying statistical analysis techniques like sampling and bootstrapping in an interdisciplinary manner to produce novel techniques for analyzing massive amounts of data, this book also explores the possibilities offered by the special aspects such as computer memory in investigating large sets of complex networks. Intended for computer scientists, statisticians and mathematicians interested in the big data and networks, Big Data of Complex Networks is also a valuable tool for researchers in the fields of visualization, data analysis, computer vision and bioinformatics
Member of
Cataloging source
IDEBK
Dewey number
005.7
Illustrations
illustrations
Index
index present
LC call number
QA402
LC item number
.B485 2017eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Chapman & Hall/CRC big data series
Label
Big data of complex networks, edited by Matthias Dehmer, Frank Emmert-Streib, Stefan Pickl, Andreas Holzinger
Publication
Copyright
Note
"A Chapman & Hall Book."
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Network analyses of biomedical and genomic big data / Mayur Sarangdhar, Ranga Chandra Gudivada, Rasu B. Shrestha, Yunguan Wang, and Anil G. Jegga -- Distributed or network-based big data? / Bo Hu and Klaus Arto -- Big data text automation on small machines / Ming Jia, Yiqi Bai, Jingwen Wang, Wenjing Yang, Hao Zhang, and Jie Wang -- Big data visualization for large complex networks / Lei Shi, Yifan Hu, and Qi Liao -- Finding small dominating sets in large-scale networks / Liang Zhao -- Techniques for management and querying of big data in large-scale communication networks / Yacine Djemaiel and Noureddine Boudriga -- Large random matrices and big data analytics / Robert Caiming Qiu -- Big data of complex networks and data protection law : an introduction to an area of mutual conflict / Florent Thouvenin -- Structure, function, and development of large-scale complex neural networks / Joaquín J. Torres -- ScaleGraph : a billion-scale graph analytics library / Toyotaro Suzumura -- Challenges of computational network analysis with R / Shiwen Sun, Shuai Ding, Chengyi Xia, and Zengqiang Chen -- Visualizing life in a graph stream / James Abello, David DeSimone, Steffen Hadlak, Hans-Jörg Schulz, and Mika Sumida
Control code
ocn963606396
Dimensions
unknown
Extent
1 online resource (xii, 319 pages)
Form of item
online
Isbn
9781498723626
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
949411
http://library.link/vocab/recordID
.b37020961
Specific material designation
remote
System control number
  • (OCoLC)963606396
  • pebc1315353598

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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