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© 2021

Analysis of Images, Social Networks and Texts

9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020, Revised Selected Papers

  • 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
Conference proceedings AIST 2020

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12602)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 12602)

Table of contents

  1. Front Matter
    Pages i-xxiv
  2. Invited Papers

    1. Front Matter
      Pages 1-1
    2. Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli
      Pages 3-18
    3. Vitaly Ivanin, Ekaterina Artemova, Tatiana Batura, Vladimir Ivanov, Veronika Sarkisyan, Elena Tutubalina et al.
      Pages 19-27
    4. Léonard Kwuida, Dmitry I. Ignatov
      Pages 28-54
  3. Natural Language Processing

    1. Front Matter
      Pages 55-55
    2. Taisia Glushkova, Alexey Machnev, Alena Fenogenova, Tatiana Shavrina, Ekaterina Artemova, Dmitry I. Ignatov
      Pages 57-68
    3. Yulia Badryzlova, Anastasia Nikiforova, Olga Lyashevskaya
      Pages 69-81
    4. Marina Belyanova, Sergey Chernobrovkin, Igor Latkin, Yuriy Gapanyuk
      Pages 82-95
    5. Daniil Chernyshev, Boris Dobrov
      Pages 96-104
    6. Elena Chistova, Artem Shelmanov, Dina Pisarevskaya, Maria Kobozeva, Vadim Isakov, Alexander Panchenko et al.
      Pages 105-119
    7. Anna Glazkova, Yury Egorov, Maksim Glazkov
      Pages 120-134
    8. Marina Kazyulina, Aleksandr Babii, Alexey Malafeev
      Pages 135-148
    9. Valentin Malykh, Denis Porplenko, Elena Tutubalina
      Pages 149-161
    10. Yuliana Solomatina, Natalia Loukachevitch
      Pages 162-174
    11. Julia Rodina, Yuliya Trofimova, Andrey Kutuzov, Ekaterina Artemova
      Pages 175-186
    12. Ramil Yarullin, Pavel Serdyukov
      Pages 187-198
  4. Computer Vision

Other volumes

  1. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary Proceedings
  2. Analysis of Images, Social Networks and Texts
    9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020, Revised Selected Papers

About these proceedings

Introduction

This book constitutes revised selected papers from the 9th International Conference on Analysis of Images, Social Networks and Texts, AIST 2020, held during October 15-16, 2020. The conference was planned to take place in Moscow, Russia, but changed to an online format due to the COVID-19 pandemic.

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.

 

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

Editors and affiliations

  1. 1.RWTH Aachen UniversityAachenGermany
  2. 2.University of LjubljanaLjubljanaSlovenia
  3. 3.National Research University Higher School of EconomicsMoscowRussia
  4. 4.Krasovskii Institute of Mathematics and MechanicsYekaterinburgRussia
  5. 5.National Research University Higher School of EconomicsSt. PetersburgRussia
  6. 6.University of OsloOsloNorway
  7. 7.National Research University Higher School of EconomicsMoscowRussia
  8. 8.National Research University Higher School of EconomicsMoscowRussia
  9. 9.Moscow State UniversityMoscowRussia
  10. 10.LORIAVandœuvre lès NancyFrance
  11. 11.Skolkovo Institute of Science and TechnologyMoscowRussia
  12. 12.University of FloridaGainesvilleUSA
  13. 13.Università Ca' Foscari VeneziaVeniceItaly
  14. 14.National Research University Higher School of EconomicsNizhny NovgorodRussia
  15. 15.Kazan Federal UniversityKazanRussia

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
  • Series Abbreviated Title Lect.Notes Computer
  • DOI https://doi.org/10.1007/978-3-030-72610-2
  • Copyright Information Springer Nature Switzerland AG 2021
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-3-030-72609-6
  • eBook ISBN 978-3-030-72610-2
  • 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
  • Buy this book on publisher's site