Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12602)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Included in the following conference series:
Conference proceedings info: AIST 2020.
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About this book
The 27 full papers and 4 short papers presented in this volume were carefully reviewed and selected from a total of 108 qualified submissions. The papers are organized in topical sections as follows: invited papers; natural language processing; computer vision; social network analysis; data analysis and machine learning; theoretical machine learning and optimization; and process mining.
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Keywords
- analysis of images and video
- computational linguistics
- computer vision
- data mining
- deep learning
- game analytics
- graph theory
- image analysis
- information retrieval
- linguistics
- machine learning
- natural language processing (NLP)
- neural networks
- pattern recognition
- recommender systems and collaborative technologies
- semantics
- signal processing
- social network analysis
- social networks
- web mining
Table of contents (34 papers)
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Natural Language Processing
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Analysis of Images, Social Networks and Texts
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Recent Trends in Analysis of Images, Social Networks and Texts
Editors and Affiliations
Bibliographic Information
Book Title: Analysis of Images, Social Networks and Texts
Book Subtitle: 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020, Revised Selected Papers
Editors: Wil M. P. van der Aalst, Vladimir Batagelj, Dmitry I. Ignatov, Michael Khachay, Olessia Koltsova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, … Elena Tutubalina
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-72610-2
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Softcover ISBN: 978-3-030-72609-6Published: 09 April 2021
eBook ISBN: 978-3-030-72610-2Published: 08 April 2021
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXIV, 468
Number of Illustrations: 28 b/w illustrations, 1 illustrations in colour
Topics: Data Mining and Knowledge Discovery, Machine Learning, Natural Language Processing (NLP), Database Management, Algorithm Analysis and Problem Complexity