Skip to main content
Book cover
  • Conference proceedings
  • © 2022

Recent Trends in Analysis of Images, Social Networks and Texts

10th International Conference, AIST 2021, Tbilisi, Georgia, December 16–18, 2021, Revised Selected Papers

Editors:

  1. Evgeny Burnaev

    1. Skolkovo Institute of Science and Technology, Moscow, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Dmitry I. Ignatov

    1. National Research University Higher School of Economics, Moscow, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Sergei Ivanov

    1. Skolkovo Institute of Science and Technology, Moscow, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Michael Khachay

    1. Krasovskii Institute of Mathematics and Mechanics of Russian Academy of Sciences, Yekaterinburg, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Olessia Koltsova

    1. National Research University Higher School of Economics, St. Petersburg, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  6. Andrei Kutuzov

    1. University of Oslo, Oslo, Norway

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  7. Sergei O. Kuznetsov

    1. National Research University Higher School of Economics, Moscow, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  8. Natalia Loukachevitch

    1. Research Computing Center, Lomonosov Moscow State University, Moscow, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  9. Amedeo Napoli

    1. LORIA, Vandœuvre lès Nancy, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  10. Alexander Panchenko

    1. Skolkovo Institute of Science and Technology, Moscow, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  11. Panos M. Pardalos

    1. Industrial and Systems Engineering, University of Florida, Gainesville, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  12. Jari Saramäki

    1. Aalto University, Espoo, Finland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  13. Andrey V. Savchenko

    1. National Research University Higher School of Economics, Nizhny Novgorod, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  14. Evgenii Tsymbalov

    1. Yandex LLC, Moscow, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  15. Elena Tutubalina

    1. Kazan Federal University, Kazan, Russia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1573)

Conference series link(s): AIST: International Conference on Analysis of Images, Social Networks and Texts

Conference proceedings info: AIST 2021.

Sections

eBook USD 64.99
Price excludes VAT (USA)
  • ISBN: 978-3-031-15168-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 84.99
Price excludes VAT (USA)
Learn about institutional subscriptions

This is a preview of subscription content, access via your institution.

Table of contents (17 papers)

  1. Front Matter

    Pages i-xviii
    PDF

  2. Natural Language Processing

    1. Front Matter

      Pages 1-1
      PDF

    2. Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU Models

      • Alexey Birshert, Ekaterina Artemova
      Pages 3-16

    3. Extracting Software Requirements from Unstructured Documents

      • Vladimir Ivanov, Andrey Sadovykh, Alexandr Naumchev, Alessandra Bagnato, Kirill Yakovlev
      Pages 17-29

    5. An Intelligent Web-Service for Automatic Concept Map Generation

      • Aliya Nugumanova, Yerzhan Baiburin, Kurmash Apayev
      Pages 41-44

    7. Does BERT Look at Sentiment Lexicon?

      • Elena Razova, Sergey Vychegzhanin, Evgeny Kotelnikov
      Pages 55-67

    8. Context-Based Text-Graph Embeddings in Word-Sense Induction Tasks

      • Leonid Sherstyuk, Ilya Makarov
      Pages 68-81

  3. Computer Vision

    1. Front Matter

      Pages 83-83
      PDF

    2. Analysis of Thresholding Methods for the Segmentation of Brain Vessels

      • Alexey Kruzhalov, Andrey Philippovich
      Pages 85-95

    3. Transformer-Based Deep Reinforcement Learning in VizDoom

      • Vitalii Sopov, Ilya Makarov
      Pages 96-110

  4. Data Analysis and Machine Learning

    1. Front Matter

      Pages 123-123
      PDF

    2. Dropout Strikes Back: Improved Uncertainty Estimation via Diversity Sampling

      • Kirill Fedyanin, Evgenii Tsymbalov, Maxim Panov
      Pages 125-137

  5. Social Network Analysis

    1. Front Matter

      Pages 151-151
      PDF

    2. Agent-Based Model for Estimation of Collective Emotions in Social Networks

      • Kirill Polevoda, Dmitriy Tsarev, Anatoliy Surikov
      Pages 153-165

    3. A Method for Identifying Bridges in Online Social Networks

      • Andrey N. Rabchevskiy, Victor S. Zayakin, Evgeny A. Rabchevskiy
      Pages 166-175

  6. Theoretical Machine Learning and Optimization

    1. Front Matter

      Pages 177-177
      PDF
Back to top

Other Volumes

  1. Analysis of Images, Social Networks and Texts

  2. Recent Trends in Analysis of Images, Social Networks and Texts

Back to top

About this book

This book constitutes revised selected papers of the 10th International Conference on Analysis of Images, Social Networks and Texts, AIST 2021, held in Tbilisi, Georgia, in December 2021. Due to the COVID-19 pandemic the conference was held in hybrid mode. 

The 17 full papers were carefully reviewed and selected from 118 submissions, out of which 92 were sent to peer review. The papers are organized in topical sections on ​natural language processing; computer vision; data analysis and machine learning; social network analysis; theoretical machine learning and optimisation.
Back to top

Keywords

  • artificial intelligence
  • computational linguistics
  • computer networks
  • computer vision
  • correlation analysis
  • data mining
  • databases
  • Human-Computer Interaction (HCI)
  • image analysis
  • image processing
  • knowledge-based system
  • machine learning
  • Natural Language Processing (NLP)
  • network protocols
  • neural networks
  • semantics
  • signal processing
  • software engineering
Back to top

Editors and Affiliations

  • Skolkovo Institute of Science and Technology, Moscow, Russia

    Evgeny Burnaev, Sergei Ivanov, Alexander Panchenko

  • National Research University Higher School of Economics, Moscow, Russia

    Dmitry I. Ignatov, Sergei O. Kuznetsov

  • Krasovskii Institute of Mathematics and Mechanics of Russian Academy of Sciences, Yekaterinburg, Russia

    Michael Khachay

  • National Research University Higher School of Economics, St. Petersburg, Russia

    Olessia Koltsova

  • University of Oslo, Oslo, Norway

    Andrei Kutuzov

  • Research Computing Center, Lomonosov Moscow State University, Moscow, Russia

    Natalia Loukachevitch

  • LORIA, Vandœuvre lès Nancy, France

    Amedeo Napoli

  • Industrial and Systems Engineering, University of Florida, Gainesville, USA

    Panos M. Pardalos

  • Aalto University, Espoo, Finland

    Jari Saramäki

  • National Research University Higher School of Economics, Nizhny Novgorod, Russia

    Andrey V. Savchenko

  • Yandex LLC, Moscow, Russia

    Evgenii Tsymbalov

  • Kazan Federal University, Kazan, Russia

    Elena Tutubalina

Back to top

Bibliographic Information

Back to top
Access via your institution
eBook USD 64.99
Price excludes VAT (USA)
  • ISBN: 978-3-031-15168-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 84.99
Price excludes VAT (USA)
Learn about institutional subscriptions