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., Panchenko, A., Konstantinova, N., Yavorsky, R.E. (Eds.)
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- About this book
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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)
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Characterization of Database Dependencies with FCA and Pattern Structures
Pages 3-14
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Review of Relation Extraction Methods: What Is New Out There?
Pages 15-28
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Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization
Pages 29-46
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The View on Open Data and Data Journalism: Cases, Educational Resources and Current Trends
Pages 47-54
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A Fast Mathematical Morphological Algorithm of Video-Based Moving Forklift Truck Detection in Noisy Environment
Pages 57-65
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Table of contents (29 chapters)
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Bibliographic Information
- Bibliographic Information
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- 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
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- Dmitry I. Ignatov
- Mikhail 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
- 79 b/w illustrations
- Topics
