Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10716)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Conference series link(s): AIST: International Conference on Analysis of Images, Social Networks and Texts
Conference proceedings info: AIST 2017.
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Table of contents (38 papers)
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Front Matter
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Natural Language Processing
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Front Matter
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General Topics of Data Analysis
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Front Matter
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About this book
This book constitutes the proceedings of the 6th International Conference on Analysis of Images, Social Networks and Texts, AIST 2017, held in Moscow, Russia, in July 2017.
The 29 full papers and 8 short papers were carefully reviewed and selected from 127 submissions. The papers are organized in topical sections on natural language processing; general topics of data analysis; analysis of images and video; optimization problems on graphs and network structures; analysis of dynamic behavior through event data; social network analysis.
Keywords
- analysis of images and video
- artificial intelligence
- classification
- cluster analysis
- computational linguistics
- data mining
- graph theory
- image analysis
- information retrieval
- internet
- machine learning
- natural language processing (NLP)
- neural networks
- pattern recognition
- problem solving
- semantics
- signal processing
- social network analysis
- Support Vector Machines (SVM)
- text mining
Editors and Affiliations
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Eindhoven University of Technology, Eindhoven, The Netherlands
Wil M.P. van der Aalst
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National Research University Higher School of Economics, Moscow, Russia
Dmitry I. Ignatov, Sergei O. Kuznetsov, Irina A. Lomazova
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Krasovsky Institute of Mathematics and Mechanics, Ekaterinburg, Russia
Michael Khachay
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Skolkovo Institute of Science and Technology, Moscow, Russia
Victor Lempitsky
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Moscow State University, Moscow, Russia
Natalia Loukachevitch
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LORIA, Campus Scientifique, Vandœuvre lès Nancy, France
Amedeo Napoli
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University of Hamburg, Hamburg, Germany
Alexander Panchenko
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University of Florida, Gainesville, USA
Panos M. Pardalos
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National Research University Higher School of Economics, Nizhny Novgorod, Russia
Andrey V. Savchenko
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Indiana University, Bloomington, USA
Stanley Wasserman
Bibliographic Information
Book Title: Analysis of Images, Social Networks and Texts
Book Subtitle: 6th International Conference, AIST 2017, Moscow, Russia, July 27–29, 2017, Revised Selected Papers
Editors: Wil M.P. van der Aalst, Dmitry I. Ignatov, Michael Khachay, Sergei O. Kuznetsov, Victor Lempitsky, Irina A. Lomazova, Natalia Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Andrey V. Savchenko, … Stanley Wasserman
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-73013-4
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2018
Softcover ISBN: 978-3-319-73012-7Published: 22 December 2017
eBook ISBN: 978-3-319-73013-4Published: 20 December 2017
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXX, 412
Number of Illustrations: 105 b/w illustrations
Topics: Data Mining and Knowledge Discovery, Artificial Intelligence, Information Storage and Retrieval, Natural Language Processing (NLP), Natural Language Processing (NLP)