Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Communications in Computer and Information Science (CCIS, volume 661)
Included in the following conference series:
Conference proceedings info: AIST 2016.
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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.
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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
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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Other volumes
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Analysis of Images, Social Networks and Texts
Editors and Affiliations
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)