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Intelligent Data Processing

11th International Conference, IDP 2016, Barcelona, Spain, October 10–14, 2016, Revised Selected Papers

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Vadim V. Strijov

    1. Moscow Institute of Physics and Technology, Dolgoprudny, Russia

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  2. Dmitry I. Ignatov

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

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  3. Konstantin V. Vorontsov

    1. Yandex School of Data Analysis, Moscow, Russia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 794)

Included in the following conference series:

Conference proceedings info: IDP 2016.

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Table of contents (11 papers)

  1. Front Matter

    Pages i-xxii
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  2. Machine Learning Theory with Applications

    1. Front Matter

      Pages 1-1
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    2. Overlapping Community Detection in Weighted Graphs: Matrix Factorization Approach

      • Konstantin Slavnov, Maxim Panov
      Pages 3-14

    3. Reinforcement-Based Simultaneous Algorithm and Its Hyperparameters Selection

      • Valeria Efimova, Andrey Filchenkov, Anatoly Shalyto
      Pages 15-27

    4. An Information Approach to Accuracy Comparison for Classification Schemes in an Ensemble of Data Sources

      • Mikhail Lange, Sergey Ganebnykh, Andrey Lange
      Pages 28-43

    5. On a Metric Kemeny’s Median

      • Sergey Dvoenko, Denis Pshenichny
      Pages 44-57

  3. Intelligent Data Processing in Life and Social Sciences

    1. Front Matter

      Pages 59-59
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    2. Recognition of Herpes Viruses on the Basis of a New Metric for Protein Sequences

      • Valentina Sulimova, Oleg Seredin, Vadim Mottl
      Pages 61-73

    3. Learning Interpretable Prefix-Based Patterns from Demographic Sequences

      • Danil Gizdatullin, Jaume Baixeries, Dmitry I. Ignatov, Ekaterina Mitrofanova, Anna Muratova, Thomas H. Espy
      Pages 74-91

    4. Population Health Assessment Based on Entropy Modeling of Multidimensional Stochastic Systems

      • Alexander N. Tyrsin, Garnik G. Gevorgyan
      Pages 92-105

    5. Students Learning Results Prediction with Usage of Mixed Diagnostic Tests and 2-Simplex Prism

      • Anna Yankovskaya, Yury Dementyev, Artem Yamshanov, Danil Lyapunov
      Pages 106-121

  4. Morphological and Technological Approaches to Image Analysis

    1. Front Matter

      Pages 123-123
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    2. Application of Information Redundancy Measure To Image Segmentation

      • Dmitry Murashov
      Pages 125-139

    3. Eyelid Position Detection Method for Mobile Iris Recognition

      • Gleb Odinokikh, Mikhail Korobkin, Vitaly Gnatyuk, Vladimir Eremeev
      Pages 140-150

    4. Parametric Shape Descriptor Based on a Scalable Boundary-Skeleton Model

      • Ivan Reyer, Ksenia Aminova
      Pages 151-162

  5. Back Matter

    Pages 163-163
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  1. Intelligent Data Processing

Keywords

About this book

This book constitutes the refereed proceedings of the 11th International Conference on Intelligent Data Processing, IDP 2016, held in Barcelona, Spain, in October 2016.  

The 11 revised full papers were carefully reviewed and selected from 52 submissions. The papers of this volume are organized in topical sections on machine learning theory with applications; intelligent data processing in life and social sciences; morphological and technological approaches to image analysis.

Editors and Affiliations

  • Moscow Institute of Physics and Technology, Dolgoprudny, Russia

    Vadim V. Strijov

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

    Dmitry I. Ignatov

  • Yandex School of Data Analysis, Moscow, Russia

    Konstantin V. Vorontsov

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