Analysis of Images, Social Networks and Texts
4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers
Editors: Khachay, M., Konstantinova, N., Panchenko, A., Ignatov, D.I., Labunets, V.G. (Eds.)
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- About this book
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This book constitutes the proceedings of the Fourth International Conference on Analysis of Images, Social Networks and Texts, AIST 2015, held in Yekaterinburg, Russia, in April 2015.
The 24 full and 8 short papers were carefully reviewed and selected from 140 submissions. The papers are organized in topical sections on analysis of images and videos; pattern recognition and machine learning; social network analysis; text mining and natural language processing.
- Table of contents (42 chapters)
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A Probabilistic Rating System for Team Competitions with Individual Contributions
Pages 3-13
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Sequential Hierarchical Image Recognition Based on the Pyramid Histograms of Oriented Gradients with Small Samples
Pages 14-23
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Discerning Depression Propensity Among Participants of Suicide and Depression-Related Groups of Vk.com
Pages 24-35
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Normalization of Non-standard Words with Finite State Transducers for Russian Speech Synthesis
Pages 39-48
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Transform Coding Method for Hyperspectral Data: Influence of Block Characteristics to Compression Quality
Pages 51-56
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Table of contents (42 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Analysis of Images, Social Networks and Texts
- Book Subtitle
- 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers
- Editors
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- Mikhail Khachay
- Natalia Konstantinova
- Alexander Panchenko
- Dmitry I. Ignatov
- Valeri G. Labunets
- Series Title
- Communications in Computer and Information Science
- Series Volume
- 542
- Copyright
- 2015
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing Switzerland
- eBook ISBN
- 978-3-319-26123-2
- DOI
- 10.1007/978-3-319-26123-2
- Softcover ISBN
- 978-3-319-26122-5
- Series ISSN
- 1865-0929
- Edition Number
- 1
- Number of Pages
- XVIII, 460
- Number of Illustrations
- 145 illustrations in colour
- Topics
