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Communications in Computer and Information Science

Analysis of Images, Social Networks and Texts

Third International Conference, AIST 2014, Yekaterinburg, Russia, April 10-12, 2014, Revised Selected Papers

Editors: Ignatov, D.I., Khachay, M.Y., Panchenko, A., Konstantinova, N., Yavorsky, R.E. (Eds.)

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eBook $64.99
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  • ISBN 978-3-319-12580-0
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Softcover $84.00
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  • ISBN 978-3-319-12579-4
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About this book

This book constitutes the proceedings of the Third International Conference on Analysis of Images, Social Networks and Texts, AIST 2014, held in Yekaterinburg, Russia, in April 2014. The 11 full and 10 short papers were carefully reviewed and selected from 74 submissions. They are presented together with 3 short industrial papers, 4 invited papers and tutorials. The papers deal with topics such as analysis of images and videos; natural language processing and computational linguistics; social network analysis; machine learning and data mining; recommender systems and collaborative technologies; semantic web, ontologies and their applications; analysis of socio-economic data.          

Table of contents (29 chapters)

  • Characterization of Database Dependencies with FCA and Pattern Structures

    Baixeries, Jaume (et al.)

    Pages 3-14

  • Review of Relation Extraction Methods: What Is New Out There?

    Konstantinova, Natalia

    Pages 15-28

  • Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization

    Vorontsov, Konstantin (et al.)

    Pages 29-46

  • The View on Open Data and Data Journalism: Cases, Educational Resources and Current Trends

    Radchenko, Irina (et al.)

    Pages 47-54

  • A Fast Mathematical Morphological Algorithm of Video-Based Moving Forklift Truck Detection in Noisy Environment

    Chernousov, Vladimir O. (et al.)

    Pages 57-65

Buy this book

eBook $64.99
price for USA (gross)
  • ISBN 978-3-319-12580-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $84.00
price for USA
  • ISBN 978-3-319-12579-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Analysis of Images, Social Networks and Texts
Book Subtitle
Third International Conference, AIST 2014, Yekaterinburg, Russia, April 10-12, 2014, Revised Selected Papers
Editors
  • Dmitry I. Ignatov
  • Mikhail Yu. Khachay
  • Alexander Panchenko
  • Natalia Konstantinova
  • Rostislav E. Yavorsky
Series Title
Communications in Computer and Information Science
Series Volume
436
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-12580-0
DOI
10.1007/978-3-319-12580-0
Softcover ISBN
978-3-319-12579-4
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XVI, 282
Number of Illustrations and Tables
79 b/w illustrations
Topics