Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Communications in Computer and Information Science (CCIS, volume 661)
Conference series link(s): AIST: International Conference on Analysis of Images, Social Networks and Texts
Conference proceedings info: AIST 2016.
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Table of contents (33 papers)
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Front Matter
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Machine Learning and Data Analysis
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Front Matter
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Social Networks
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Front Matter
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Natural Language Processing
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Front Matter
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About this book
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.
Keywords
- algorithms
- artificial intelligence
- classification
- classifiers
- clustering
- crowdsourcing
- data mining
- image analysis
- image processing
- machine learning
- Natural Language Processing (NLP)
- pattern recognition
- semantic web
- signal processing
- social computing
- social networking
- social networks
- speech recognition
- Support Vector Machines (SVM)
- text mining
Editors and Affiliations
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National Research University Higher School of Economics, Moscow, Russia
Dmitry I. Ignatov
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Krasovsky Institute of Mathematics and Mechanics, Yekaterinburg, Russia
Mikhail Yu. Khachay
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Ural Federal University, Yekaterinbug, Russia
Valeri G. Labunets
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Research Computing Center, Lomonosov Moscow State University, Moscow, Russia
Natalia Loukachevitch
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National Research University Higher School of Economics, St. Petersburg, Russia
Sergey I. Nikolenko
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Technische Universität Darmstadt, Darmstadt, Germany
Alexander Panchenko
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Laboratory of Algorithms and Technologies for Networks Analysis, National Research University Higher School of Economics, Nizhny Novgorod, Russia
Andrey V. Savchenko
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Dorodnicyn Computing Centre of Russian Academy of Sciences, Moscow, Russia
Konstantin Vorontsov
Bibliographic Information
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: Dmitry I. Ignatov, Mikhail Yu. Khachay, Valeri G. Labunets, Natalia Loukachevitch, Sergey I. Nikolenko, Alexander Panchenko, Andrey V. Savchenko, … Konstantin Vorontsov
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-319-52920-2
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2017
Softcover ISBN: 978-3-319-52919-6Published: 18 February 2017
eBook ISBN: 978-3-319-52920-2Published: 15 February 2017
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: XXIV, 372
Number of Illustrations: 105 b/w illustrations
Topics: Data Mining and Knowledge Discovery, Artificial Intelligence, Information Storage and Retrieval, Natural Language Processing (NLP), Computer Imaging, Vision, Pattern Recognition and Graphics, Natural Language Processing (NLP)