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Analysis of Images, Social Networks and Texts

Third International Conference, AIST 2014, Yekaterinburg, Russia, April 10-12, 2014, Revised Selected Papers

  • Conference proceedings
  • © 2014

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 Inst. of Math. and Mechanics, Yekaterinburg, Russia

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  3. Alexander Panchenko

    1. Université catholique de Louvain, Moscow, Russia

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  4. Natalia Konstantinova

    1. University of Wolverhampton, Wolverhampton, United Kingdom

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  5. Rostislav E. Yavorsky

    1. National Research University, Moscow, Russia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 436)

Included in the following conference series:

Conference proceedings info: AIST 2014.

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Table of contents (29 papers)

  1. Front Matter

    Pages I-XV
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  2. Invited Papers and Tutorials

    1. Front Matter

      Pages 1-1
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    2. Characterization of Database Dependencies with FCA and Pattern Structures

      • Jaume Baixeries, Mehdi Kaytoue, Amedeo Napoli
      Pages 3-14

    3. Review of Relation Extraction Methods: What Is New Out There?

      • Natalia Konstantinova
      Pages 15-28

    4. Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization

      • Konstantin Vorontsov, Anna Potapenko
      Pages 29-46

    5. The View on Open Data and Data Journalism: Cases, Educational Resources and Current Trends

      • Irina Radchenko, Anna Sakoyan
      Pages 47-54

  3. Regular Papers

    1. Front Matter

      Pages 55-55
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    2. A Fast Mathematical Morphological Algorithm of Video-Based Moving Forklift Truck Detection in Noisy Environment

      • Vladimir O. Chernousov, Andrey V. Savchenko
      Pages 57-65

    3. Editing and Representation of Ancient Russian Semiographic Chants on the Web

      • Andrey Philippovich, Marina Danshina, Irina Golubeva
      Pages 66-77

    4. Detection of Domain-Specific Trends in Text Collections

      • Ilnur Gadelshin, Anna Antonova, Dmitry Ilvovsky
      Pages 78-84

    5. A Study of Formal and Informal Relations of Russian-Speaking Facebook Users

      • Dmitry Gubanov
      Pages 85-90

    6. Single-Sentence Readability Prediction in Russian

      • Nikolay Karpov, Julia Baranova, Fedor Vitugin
      Pages 91-100

    7. Matchings and Decision Trees for Determining Optimal Therapy

      • Natalia Korepanova, Sergei O. Kuznetsov, Alexander I. Karachunskiy
      Pages 101-110

    8. Indicators of Connectivity for Urban Scientific Communities in Russian Cities

      • Fedor Krasnov, Rostislav E. Yavorskiy, Evgeniya Vlasova
      Pages 111-120

    9. A Gradient Method for Generating Facial Barcodes

      • Georgy Kukharev, Yuri Matveev, Nadezhda Shchegoleva
      Pages 121-127

    10. Fingerprint Identification Algorithm Based on Delaunay Triangulation and Cylinder Codes

      • Alexander Dremin, Mikhail Yu. Khachay, Anton Leshko
      Pages 128-139

    11. Automatic Generation of Text-Based Open Cloze Exercises

      • Alexey Malafeev
      Pages 140-151

    12. Alternative Ways for Loss-Given-Default Estimation in Retail Banking

      • Alexey Masyutin
      Pages 152-162

    13. Conceptual Maps: Construction Over a Text Collection and Analysis

      • Egor N. Morenko, Ekaterina L. Chernyak, Boris G. Mirkin
      Pages 163-168

    14. Detecting Gender by Full Name: Experiments with the Russian Language

      • Alexander Panchenko, Andrey Teterin
      Pages 169-182
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  1. Analysis of Images, Social Networks and Texts

Keywords

About this book

This book constitutes the proceedings of the Third International Conference on Analysis of Images, Social Networks and Texts, AIST 2014, held in Yekaterinburg, Russia, in April 2014. The 11 full and 10 short papers were carefully reviewed and selected from 74 submissions. They are presented together with 3 short industrial papers, 4 invited papers and tutorials. The papers deal with topics such as analysis of images and videos; natural language processing and computational linguistics; social network analysis; machine learning and data mining; recommender systems and collaborative technologies; semantic web, ontologies and their applications; analysis of socio-economic data.          

Editors and Affiliations

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

    Dmitry I. Ignatov

  • Krasovsky Inst. of Math. and Mechanics, Yekaterinburg, Russia

    Mikhail Yu. Khachay

  • Université catholique de Louvain, Moscow, Russia

    Alexander Panchenko

  • University of Wolverhampton, Wolverhampton, United Kingdom

    Natalia Konstantinova

  • National Research University, Moscow, Russia

    Rostislav E. Yavorsky

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