| Vol-2268 urn:nbn:de:0074-2268-8 Copyright © 2017 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# AIST-SUP 2018
Supplementary Proceedings of AIST 2018

### Supplementary Proceedings of the Seventh International Conference on Analysis of Images, Social Networks and Texts (AIST 2018)

### Moscow, Russia, July 5 - 7, 2018.

Edited by

### Wil van der Aalst1 Vladimir Batagelj2 Goran Glavaš3 Dmitry I. Ignatov4 Michael Khachay5,6 Olessia Koltsova7
Sergei O. Kuznetsov4 Irina A. Lomazova4 Natalia Loukachevitch8 Amedeo Napoli9
Alexander Panchenko10 Panos M. Pardalos11,13 Marcello Pelillo12 Andrey V. Savchenko 13

1 Chair for Process and Data Science, RWTH Aachen University, Aachen, Germany
2 Institute of Mathematics, Physics and Mechanics, Ljubljana, Slovenia
3 Data and Web Science Group, Universität Mannheim, Mannheim, Germany
4 Faculty of Computer Science, National Research University Higher School of Economics, Moscow, Russia
5 Krasovsky Institute of Mathematics and Mechanics of the Ural Branch of the Russian Academy of Sciences, Yekaterinburg, Russia
6 Ural Federal University, Yekaterinburg, Russia
7 Laboratory for Internet Studies, National Research University Higher School of Economics, St. Petersburg, Russia
8 Research Computing Center, Lomonosov Moscow State University, Moscow, Russia
9 Lorraine Research Laboratory in Computer Science and its Applications (LORIA – CNRS, University of Lorraine, and INRIA), Nancy, France
10 Language Technology Group, Universität Hamburg, Hamburg, Germany
11 Department of Industrial & Systems Engineering, University of Florida, Gainesville, USA
12 European Centre for Living Technology, University of Venice, Venice, Italy
13 Laboratory of Algorithms and Technologies for Networks Analysis, National Research University Higher School of Economics, Niznhy Novgorod, Russia

## Table of Contents

- Cover

- Preface

- Unsupervised Co-Authorship Based Algorithm for Clustering of R&D Trends at Science and Technology Centers in Oil and Gas Industry 1-12
  Fedor Krasnov, Mars Khasanov
- Method for Determining Ridge Lines of a Latent Fingerprint 13-24
  Kirill Milovidov, Vladimir Gudkov, Daria Lepikhova
- The Framework for Hypothesis Verification and Analysis of Natural Language Processing Results for the Russian Language 25-33
  Ekaterina Politsyna, Sergey Politsyn, Alexander Porechny
- Russian Person Names Recognition Using the Hybrid Approach 34-41
  Anna Glazkova
- A Hybrid Chatbot System Combining Question Answering and Knowledge-Base Approaches 42-53
  Yuriy Gapanyuk, Sergey Chernobrovkin, Aleksey Leontiev, Igor Latkin, Marina Belyanova, Oleg Morozenkov
- Automated Analysis of Micro-contexts of Word for Construction of Its Lexicographic Description 54-65
  Nadezhda Lagutina, Yuliya Tsofina, Ilya Paramonov, Ksenia Lagutina, Natalia Kasatkina
- Data Mining on the Use of Railway Stations 66-74
  Dmitry Namiot, Oleg Pokusaev, Vasily Kupriyanovsky
- Aspect-Based Sentiment Analysis of Russian Hotel Reviews 75-84
  Valery Rybakov, Alexey Malafeev
- Automatic Morphemic Analysis of Russian Words 85-94
  Lyudmila Maltina, Alexey Malafeev
- Improving the Efficiency of Entropy Coding Method in Video Encoder H.265/HEVC 95-103
  Andrey Aleksandrovich Tropchenko, Tien Ban Doan, Van Truong Nguyen
- Text Augmentation for Neural Networks 104-109
  Anna Mosolova, Vadim Fomin, Ivan Bondarenko
- Characterizing Text Complexity with Core Vocabulary Distributional Patterns: Corpus-based Approach 110-117
  Marina Solnyshkina, Vladimir Ivanov, Valery Solovyev
- Comparative Analysis of Classification Methods for Human Identification by gait 118-128
  Lubov Shiripova, Evgeny Myasnikov
- Voronoi-based Path Planning based on Visibility and Kill/Death RatioTactical Component 129-140
  Ilya Makarov, Pavel Polyakov, Roman Karpichev
- Security System Event Log Analysis 141-146
  Dmitry Chalyy, Nikolai Ovchenkov, Ekaterina Lazareva, Rafael Yaikov
- Evaluation of Nonlinear Dimensionality Reduction Techniques for Classification of Hyperspectral Images 147-154
  Evgeny Myasnikov
- Fourty Years of Network Science: Analysis of Journal Contribution to the Field 155-160
  Marina Kalinina, Vladimir Kuznetsov, Valentina Kuskova
- Image and Video Tag Aggregation 161-172
  Olga Kanishcheva, Natalia Sharonova
- Text Scene Detection with Transfer Learning in Price Detection Task 173-178
  Vladimir Fomenko, Dmitry Botov, Julius Klenin
- Verification of the Formal Approach to Data Fusion 179-189
  Ildar Baimuratov, Stefan Morozov, Nataly Zhukova
- Sentiment Analysis of Short Texts from Social Networks Using Sentiment Dictionaries and Blending of Machine Learning Algorithms 190-201
  Anastasia Novikova, Sergey Stupnikov
- Probability Analysis of the Vocabulary Size Dynamics Using Google Books Ngram Corpus 202-207
  Yulia Maslennikova, Anastasia Pekina, Vladimir Bochkarev
- Neural Networks with Attention for Word Sense Induction 208-213
  Oleg Struyanskiy, Nikolay Arefyev
- Combined Machine-Learning Approach to PoS-Tagging of Middle English and Old Norse Texts 214-220
  Raoul Karimov, Andrei Akinin, Dmytro Yakymets
- Text Normalization and Spelling Correction In Kazakh Language 221-228
  Gaukhar Slamova, Meruyert Mukhanova
- Static Gestures Classification Using Convolutional Neural Networks on the Example of the Russian Sign Language 229-234
  Oleg Potkin, Andrey Philippovich
- Evaluation of Methods for Cell Nuclear Structure Analysis from Microscopy Data 235-240
  Alexandr A. Kalinin, Brian D. Athey, Ivo D. Dinov
- Reconstructing an Artificial Society on the Basis of Big Open Data 241-251
  Aleksandra L. Mashkova

### Proceedings

- The complete AIST 2018 supplementary proceedings in one ZIP file

2018-12-13: submitted by Dmitry Ignatov, metadata incl. bibliographic data published under Creative Commons CC0
2018-12-14: published on CEUR-WS.org |valid HTML5|