Analysis of Images, Social Networks and Texts
5th International Conference, AIST 2016, Yekaterinburg, Russia, April 7-9, 2016, Revised Selected Papers
Editors: Ignatov, D.I., Khachay, M., Labunets, V.G., Loukachevitch, N., Nikolenko, S.I., Panchenko, A., Savchenko, A.V., Vorontsov, K. (Eds.)
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- About this book
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This book constitutes the proceedings of the 5th International Conference on Analysis of Images, Social Networks and Texts, AIST 2016, held in Yekaterinburg, Russia, in April 2016.
The 23 full papers, 7 short papers, and 3 industrial papers were carefully reviewed and selected from 142 submissions. The papers are organized in topical sections on machine learning and data analysis; social networks; natural language processing; analysis of images and video.
- Table of contents (33 chapters)
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An Ontology-Driven Approach to Electronic Document Structure Design
Pages 3-16
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Data Augmentation for Training of Noise Robust Acoustic Models
Pages 17-25
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Performance of Machine Learning Algorithms in Predicting Game Outcome from Drafts in Dota 2
Pages 26-37
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Vote Aggregation Techniques in the Geo-Wiki Crowdsourcing Game: A Case Study
Pages 41-50
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On Complexity of Searching a Subset of Vectors with Shortest Average Under a Cardinality Restriction
Pages 51-57
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Table of contents (33 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Analysis of Images, Social Networks and Texts
- Book Subtitle
- 5th International Conference, AIST 2016, Yekaterinburg, Russia, April 7-9, 2016, Revised Selected Papers
- Editors
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- Dmitry I. Ignatov
- Mikhail Khachay
- Valeri G. Labunets
- Natalia Loukachevitch
- Sergey I. Nikolenko
- Alexander Panchenko
- Andrey V. Savchenko
- Konstantin Vorontsov
- Series Title
- Communications in Computer and Information Science
- Series Volume
- 661
- Copyright
- 2017
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing AG
- eBook ISBN
- 978-3-319-52920-2
- DOI
- 10.1007/978-3-319-52920-2
- Softcover ISBN
- 978-3-319-52919-6
- Series ISSN
- 1865-0929
- Edition Number
- 1
- Number of Pages
- XXIV, 372
- Number of Illustrations
- 105 b/w illustrations
- Topics
