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  • Conference proceedings
  • © 2019

Analysis of Images, Social Networks and Texts

8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers

Editors:

  1. Wil M. P. van der Aalst

    1. RWTH Aachen University, Aachen, Germany

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  2. Vladimir Batagelj

    1. University of Ljubljana, Ljubljana, Slovenia

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  3. Dmitry I. Ignatov

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

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  4. Michael Khachay

    1. Krasovskii Institute of Mathematics and Mechanics, Yekaterinburg, Russia

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  5. Valentina Kuskova

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

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  6. Andrey Kutuzov

    1. University of Oslo, Oslo, Norway

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  7. Sergei O. Kuznetsov

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

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  8. Irina A. Lomazova

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

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  9. Natalia Loukachevitch

    1. Lomonosov Moscow State University, Moscow, Russia

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  10. Amedeo Napoli

    1. LORIA, Vandœuvre-lès-Nancy, France

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  11. Panos M. Pardalos

    1. University of Florida, Gainesville, USA

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  12. Marcello Pelillo

    1. Ca Foscari University of Venice, Venice, Italy

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  13. Andrey V. Savchenko

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

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  14. Elena Tutubalina

    1. Kazan Federal University, Kazan, Russia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11832)

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 2019.

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Table of contents (37 papers)

  1. Front Matter

    Pages i-xxx
    PDF

  2. Invited Opinion Talk

    1. Front Matter

      Pages 1-1
      PDF

  3. Tutorial

    1. Front Matter

      Pages 9-9
      PDF

    2. Intel Distribution of OpenVINO Toolkit: A Case Study of Semantic Segmentation

      • Valentina Kustikova, Evgeny Vasiliev, Alexander Khvatov, Pavel Kumbrasiev, Ivan Vikhrev, Konstantin Utkin et al.
      Pages 11-23

  4. General Topics of Data Analysis

    1. Front Matter

      Pages 25-25
      PDF

    4. Deep Reinforcement Learning Methods in Match-3 Game

      • Ildar Kamaldinov, Ilya Makarov
      Pages 51-62

    5. Distance in Geographic and Characteristics Space for Real Estate Price Prediction

      • Evgeniy M. Ozhegov, Alina Ozhegova, Ekaterina Mitrokhina
      Pages 63-72

    6. Fast Nearest-Neighbor Classifier Based on Sequential Analysis of Principal Components

      • Anastasiia D. Sokolova, Andrey V. Savchenko
      Pages 73-80

  5. Natural Language Processing

    1. Front Matter

      Pages 95-95
      PDF

    2. Biomedical Entities Impact on Rating Prediction for Psychiatric Drugs

      • Elena Tutubalina, Ilseyar Alimova, Valery Solovyev
      Pages 97-104

    3. Combining Neural Language Models for Word Sense Induction

      • Nikolay Arefyev, Boris Sheludko, Tatiana Aleksashina
      Pages 105-121

    4. Log-Based Reading Speed Prediction: A Case Study on War and Peace

      • Igor Tukh, Pavel Braslavski, Kseniya Buraya
      Pages 122-133

    5. Cross-Lingual Argumentation Mining for Russian Texts

      • Irina Fishcheva, Evgeny Kotelnikov
      Pages 134-144

    7. Deep Embeddings for Brand Detection in Product Titles

      • Andrey Kulagin, Yuriy Gavrilin, Yaroslav Kholodov
      Pages 155-165

    8. Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction

      • Valentin Malykh, Anton Alekseev, Elena Tutubalina, Ilya Shenbin, Sergey Nikolenko
      Pages 166-178
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Other Volumes

  1. Analysis of Images, Social Networks and Texts

  2. Analysis of Images, Social Networks and Texts

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About this book

This book constitutes the post-conference proceedings of the 8th International Conference on Analysis of Images, Social Networks and Texts, AIST 2019, held in Kazan, Russia, in July 2019.

The 27 full and 8 short papers were carefully reviewed and selected from 134 submissions (of which 21 papers were automatically rejected without being reviewed). The papers are organized in topical sections on general topics of data analysis; natural language processing; social network analysis; analysis of images and video; optimization problems on graphs and network structures; and analysis of dynamic behavior through event data.

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Keywords

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Editors and Affiliations

  • RWTH Aachen University, Aachen, Germany

    Wil M. P. van der Aalst

  • University of Ljubljana, Ljubljana, Slovenia

    Vladimir Batagelj

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

    Dmitry I. Ignatov, Valentina Kuskova, Sergei O. Kuznetsov, Irina A. Lomazova

  • Krasovskii Institute of Mathematics and Mechanics, Yekaterinburg, Russia

    Michael Khachay

  • University of Oslo, Oslo, Norway

    Andrey Kutuzov

  • Lomonosov Moscow State University, Moscow, Russia

    Natalia Loukachevitch

  • LORIA, Vandœuvre-lès-Nancy, France

    Amedeo Napoli

  • University of Florida, Gainesville, USA

    Panos M. Pardalos

  • Ca Foscari University of Venice, Venice, Italy

    Marcello Pelillo

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

    Andrey V. Savchenko

  • Kazan Federal University, Kazan, Russia

    Elena Tutubalina

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Bibliographic Information

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Access via your institution

Buy it now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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