Big Data of Complex Networks (Chapman & Hall/CRC Big Data by Matthias Dehmer,Frank Emmert-Streib,Stefan Pickl,Andreas PDF

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By Matthias Dehmer,Frank Emmert-Streib,Stefan Pickl,Andreas Holzinger

ISBN-10: 1498723616

ISBN-13: 9781498723619

Big info of advanced Networks offers and explains the equipment from the research of massive info that may be utilized in analysing gigantic structural information units, together with either very huge networks and units of graphs. in addition to making use of statistical research concepts like sampling and bootstrapping in an interdisciplinary demeanour to provide novel thoughts for examining giant quantities of information, this e-book additionally explores the probabilities provided via the distinctive facets comparable to computing device reminiscence in investigating huge units of complicated networks.

Intended for laptop scientists, statisticians and mathematicians attracted to the massive info and networks, Big facts of advanced Networks is additionally a helpful software for researchers within the fields of visualization, info research, computing device imaginative and prescient and bioinformatics.

Key features:

  • Provides a whole dialogue of either the and software program used to prepare substantial data

  • Describes quite a lot of worthy purposes for coping with mammoth information and resultant facts sets

  • Maintains an organization concentrate on immense facts and big networks

  • Unveils leading edge recommendations to assist readers deal with massive data

Matthias Dehmer received his PhD in desktop technological know-how from the Darmstadt college of expertise, Germany. presently, he's Professor at UMIT – The healthiness and existence Sciences collage, Austria, and the Universität der Bundeswehr München. His learn pursuits are in graph conception, info technological know-how, complicated networks, complexity, information and knowledge theory.

Frank Emmert-Streib received his PhD in theoretical physics from the college of Bremen, and is at present affiliate professor at Tampere collage of know-how, Finland. His study pursuits are within the box of computational biology, computing device studying and community medicine.

Stefan Pickl holds a PhD in arithmetic from the Darmstadt college of know-how, and is at the moment a Professor at Bundeswehr Universität München. His examine pursuits are in operations learn, platforms biology, graph conception and discrete optimization.

Andreas Holzinger obtained his PhD in cognitive technological know-how from Graz college and his habilitation (second PhD) in desktop technology from Graz collage of expertise. he's head of the Holzinger team HCI-KDD on the clinical college Graz and traveling Professor for laptop studying in overall healthiness Informatics Vienna college of Technology.

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Big Data of Complex Networks (Chapman & Hall/CRC Big Data Series) by Matthias Dehmer,Frank Emmert-Streib,Stefan Pickl,Andreas Holzinger

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