Big Data of Complex Networks

Matthias Dehmer (Herausgeber), Frank Emmert-Streib (Herausgeber), Stefan Pickl (Herausgeber), Andreas Holzinger (Herausgeber)

Publikation: Buch/Bericht/KonferenzbandBuch (Autorenwerk)ForschungBegutachtung

Abstract

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.
Spracheenglisch
ErscheinungsortBoca Raton, London, New York
VerlagCRC Press Taylor & Francis Group
Seitenumfang320
ISBN (Print)9781498723619
StatusVeröffentlicht - 16 Sep 2016

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Complex networks
Bioinformatics
Computer vision
Statistical methods
Visualization
Sampling
Data storage equipment
Big data

Schlagwörter

    ASJC Scopus subject areas

    • Artificial intelligence

    Fields of Expertise

    • Information, Communication & Computing

    Treatment code (Nähere Zuordnung)

    • Basic - Fundamental (Grundlagenforschung)

    Dies zitieren

    Dehmer, M., Emmert-Streib, F., Pickl, S., & Holzinger, A. (Hrsg.) (2016). Big Data of Complex Networks. Boca Raton, London, New York: CRC Press Taylor & Francis Group.

    Big Data of Complex Networks. / Dehmer, Matthias (Herausgeber); Emmert-Streib, Frank (Herausgeber); Pickl, Stefan (Herausgeber); Holzinger, Andreas (Herausgeber).

    Boca Raton, London, New York : CRC Press Taylor & Francis Group, 2016. 320 S.

    Publikation: Buch/Bericht/KonferenzbandBuch (Autorenwerk)ForschungBegutachtung

    Dehmer, M, Emmert-Streib, F, Pickl, S & Holzinger, A (Hrsg.) 2016, Big Data of Complex Networks. CRC Press Taylor & Francis Group, Boca Raton, London, New York.
    Dehmer M, (ed.), Emmert-Streib F, (ed.), Pickl S, (ed.), Holzinger A, (ed.). Big Data of Complex Networks. Boca Raton, London, New York: CRC Press Taylor & Francis Group, 2016. 320 S.
    Dehmer, Matthias (Herausgeber) ; Emmert-Streib, Frank (Herausgeber) ; Pickl, Stefan (Herausgeber) ; Holzinger, Andreas (Herausgeber). / Big Data of Complex Networks. Boca Raton, London, New York : CRC Press Taylor & Francis Group, 2016. 320 S.
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