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Analysis of Images, Social Networks and Texts

5th International Conference, AIST 2016, Yekaterinburg, Russia, April 7-9, 2016, Revised Selected Papers

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Dmitry I. Ignatov

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

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  2. Mikhail Yu. Khachay

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

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  3. Valeri G. Labunets

    1. Ural Federal University, Yekaterinbug, Russia

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  4. Natalia Loukachevitch

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

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  5. Sergey I. Nikolenko

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

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  6. Alexander Panchenko

    1. Technische Universität Darmstadt, Darmstadt, Germany

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  7. Andrey V. Savchenko

    1. Laboratory of Algorithms and Technologies for Networks Analysis, National Research University Higher School of Economics, Nizhny Novgorod, Russia

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  8. Konstantin Vorontsov

    1. Dorodnicyn Computing Centre of Russian Academy of Sciences, Moscow, Russia

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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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Table of contents (33 papers)

  1. Front Matter

    Pages I-XXIV
    Download chapter PDF

  2. Industry Talks

    1. Front Matter

      Pages 1-1
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    2. An Ontology-Driven Approach to Electronic Document Structure Design

      • Denis A. Nikiforov, Alexander B. Korchagin, Ruslan L. Sivakov
      Pages 3-16

    3. Data Augmentation for Training of Noise Robust Acoustic Models

      • Tatiana Prisyach, Valentin Mendelev, Dmitry Ubskiy
      Pages 17-25

    4. Performance of Machine Learning Algorithms in Predicting Game Outcome from Drafts in Dota 2

      • Aleksandr Semenov, Peter Romov, Sergey Korolev, Daniil Yashkov, Kirill Neklyudov
      Pages 26-37

  3. Machine Learning and Data Analysis

    1. Front Matter

      Pages 39-39
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    2. Vote Aggregation Techniques in the Geo-Wiki Crowdsourcing Game: A Case Study

      • Artem Baklanov, Steffen Fritz, Michael Khachay, Oleg Nurmukhametov, Carl Salk, Linda See et al.
      Pages 41-50

    3. On Complexity of Searching a Subset of Vectors with Shortest Average Under a Cardinality Restriction

      • Anton V. Eremeev, Alexander V. Kel’manov, Artem V. Pyatkin
      Pages 51-57

    4. The Problem of the Optimal Packing of the Equal Circles for Special Non-Euclidean Metric

      • Alexander L. Kazakov, Anna A. Lempert, Huy L. Nguyen
      Pages 58-68

    5. Random Forest Based Approach for Concept Drift Handling

      • Aleksei V. Zhukov, Denis N. Sidorov, Aoife M. Foley
      Pages 69-77

  4. Social Networks

    1. Front Matter

      Pages 79-79
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    2. The Detailed Structure of Local Entrepreneurial Networks: Experimental Economic Study

      • Dmitry B. Berg, Rustam H. Davletbaev, Yulia Y. Nazarova, Olga M. Zvereva
      Pages 81-90

    3. Homophily Evolution in Online Networks: Who Is a Good Friend and When?

      • Sofia Dokuka, Diliara Valeeva, Maria Yudkevich
      Pages 91-99

    4. The Structure of Organization: The Coauthorship Network Case

      • Fedor Krasnov, Sofia Dokuka, Rostislav Yavorskiy
      Pages 100-107

    5. Organizational Networks Revisited: Relational Predictors of Organizational Citizenship Behavior

      • Valentina Kuskova, Elena Artyukhova, Rustam Kamalov, Daria Danilova
      Pages 108-117

  5. Natural Language Processing

    1. Front Matter

      Pages 119-119
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    2. Bigram Anchor Words Topic Model

      • Arseniy Ashuha, Natalia Loukachevitch
      Pages 121-131

    3. Parallel Non-blocking Deterministic Algorithm for Online Topic Modeling

      • Oleksandr Frei, Murat Apishev
      Pages 132-144

    4. Flexible Context Extraction for Keywords in Russian Automatic Speech Recognition Results

      • Olga Khomitsevich, Kirill Boyarsky, Eugeny Kanevsky, Anna Bulusheva, Valentin Mendelev
      Pages 145-154

    5. WebVectors: A Toolkit for Building Web Interfaces for Vector Semantic Models

      • Andrey Kutuzov, Elizaveta Kuzmenko
      Pages 155-161
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  1. Analysis of Images, Social Networks and Texts

Keywords

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.

Editors and Affiliations

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

    Dmitry I. Ignatov

  • Krasovsky Institute of Mathematics and Mechanics, Yekaterinburg, Russia

    Mikhail Yu. Khachay

  • Ural Federal University, Yekaterinbug, Russia

    Valeri G. Labunets

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

    Natalia Loukachevitch

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

    Sergey I. Nikolenko

  • Technische Universität Darmstadt, Darmstadt, Germany

    Alexander Panchenko

  • Laboratory of Algorithms and Technologies for Networks Analysis, National Research University Higher School of Economics, Nizhny Novgorod, Russia

    Andrey V. Savchenko

  • Dorodnicyn Computing Centre of Russian Academy of Sciences, Moscow, Russia

    Konstantin Vorontsov

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