DAMDID/RCDL 2020
Data Analytics and Management in Data Intensive Domains 2020

Table of Contents

• Preface
  
  
• DAMDID/RCDL 2020 Committees
  
  

Invited Talks

• Huawei GaussDB A and Moscow Database Intelligence and Optimization Technology Center - Abstract 1
  Pavel Velikhov
• Применение методов искусственного интеллекта и анализа данных в здоровьесбережении (Application of Artificial Intelligence and Data Analysis Methods in Healthcare - Abstract) 2-3
  Alexey Molodchenkov

Data Integration, Conceptual Models and Ontologies

• Conceptual Modeling of Intelligent Systems Components and Functionality 4-18
  Konstantin Kostenko
• Denotative and Significative Semantics Analysis and Control Methods in Diagrams 19-32
  Nikolay N. Voit, Semen Bochkov
• An Ontology Approach to Data Integration 33-47
  Manuk G. Manukyan
• Machine Learning and Text Analysis in the Tasks of Knowledge Graphs Refinement and Enrichment 48-62
  Victor Telnov, Yuri Korovin

Advanced Data Analysis Methods

• User Activity Anomaly Detection by Mouse Movements in Web Surveys 63-78
  Alberto Mastrotto, Nelson Anderson, Dev Sharma, Ergeta Muca, Kristina Liapchin, Luis Losada, Mayur Bansal, Roman Samarev
• The Study of the Sequential Inclusion of Paths in the Analysis of Program Code for the Task of Selecting Input Test Data 79-88
  Konstantin E. Serdyukov, Tatiana V. Avdeenko
• An Information System for Inorganic Substances Physical Properties Prediction Based on Machine Learning Methods 89-102
  Victor A. Dudarev, Nadezhda N. Kiselyova, Andrei V. Stolyarenko, Alexander A. Dokukin, Oleg V. Senko, Vladimir V. Ryazanov, Elena A. Vashchenko, Mikhail A. Vitushko, Vyacheslav S. Pereverzev-Orlov
• Расширяемая Система для Многокритериального Поиска Выбросов в Данных (Extensible System for Multi-Criteria Data Outlier Search) 103-113
  Vladislav D. Dineev, Victor A. Dudarev
• Comparison of Two Approaches to Recommender Systems with Anonymous Purchase Data (short paper) 114-120
  Yuri Zhuravlev, Alexander Dokukin, Oleg Senko, Dmitry Stefanovsky, Ivan Saenko, Nikolay Korolev

Digital Platforms and Information Systems

• Formation of the Digital Platform for Precision Farming with Mathematical Modeling 121-133
  Victor Medennikov, Alexander N. Raikov
• Open Science Portal Based on Knowledge Graph (short paper) 134-141
  Vasily E. Bunakov
• JINR Open Access Repository based on the JOIN² Platform 142-155
  Irina Filozova, Tatiana Zaikina, Galina Shestakova, Roman Semenov, Martin Köhler, Alexander Wagner, Laura Baracchi
• Innovative Approach to Updating the Digital Platform Ecosystem 156-170
  Alexander P. Shabanov, Alexander Zatsarinnyy
• Big Data Environmental Monitoring System in Recreational Areas 171-181
  Alexander Volkov, Andrey Kopyrin, Natalya Kondratyeva, Sagit Valeev
• New Approaches for Delivery of Data and Information Products to Consumers and External Systems in the Field of Hydrometeorology 182-194
  Evgenii D. Viazilov, Denis A. Melnikov, Alexander S. Mikheev

Data Analysis in Medicine

• Building Models for Predicting Mortality after Myocardial Infarction in Conditions of Unbalanced Classes, Including the Influence of Weather Conditions 195-204
  Mariya A. Firyulina, Irina Kashirina
• Renal Impairment Risk Factors in Patients With Type 2 Diabetes (short paper) 205-213
  Darya A. Shipilova, Oleg A. Nagibovich
• Методы и средства анализа сигналов головного мозга человека на данных функциональной магнитно-резонансной томографии (Methods and Tools for the Human Brain Signals Analysis over the Functional Magnetic Resonance Imaging Data) 214-229
  Dmitriy Kovalev, Egor Tirikov, Dmitrii Sergeev, Natalya V. Ponomareva
• Application Association Rule Mining in Medical-biological Investigations: a Survey 230-239
  Xenia A. Naidenova, Vyacheslav Ganapolsky, Alexander Yakovlev, Tatiana Martirova,
• The Use of Machine Learning Methods to the Automated Atherosclerosis Diagnostic and Treatment System Development 240-252
  Maria Demchenko, Irina Kashirina
• Assessment of Features of Cognitive Functions and the Social Sphere of Children and Adolescents Using Data Analysis Methods 253-262
  Alexey I. Molodchenkov, Leyla S. Namazova-Baranova, Georgy A. Karkashadze

Data Analysis in Astronomy and Spectral Data

• Improvement of the Data Quality Assessment Procedure in Large Collections of Spectral Data 263-279
  Alexey Akhlestin, Nikolai Lavrentiev, Natalya Lavrentieva, Alexey Kozodoev, Elena Kozodoeva, Alexey Privezentsev, Alexander Fazliev
• Experimental Research of High-Dimensional Simulation Processes in New Energy Theory 280-295
  Elena Smirnova, Vladimir Syuzev, Roman Samarev, Ivan Deykin, Andrey Proletarsky
• Variable Star Classification with Help of Machine Learning Algorithms (short paper) 296-303
  Kirill Naydenkin, Konstantin Malanchev, Maria Pruzhinskaya

Information Extraction from Text

• Exploring Book Themes in the Russian Age Rating System: a Topic Modeling Approach 304-314
  Anna Glazkova
• Automated Generation of a Book of Abstracts for Conferences that use Indico Platform 315-325
  Anna Ilina, Igor Pelevanyuk
• Text Attribution in Case of Sampling Imbalance by the Method of Constructing an Ensemble of Classifiers Based on Decision Trees 326-335
  Alexander Rogov, Roman Abramov, Alexander Lebedev, Kirill Kulakov, Nikolai Moskin
• Selection of Optimal Parameters in the Fast K-Word Proximity Search Based on Multi-component Key Indexes 336-350
  Alexander B. Veretennikov
• On Developing of the FrameNet-Like Resource for Tatar (short paper) 351-356
  Ayrat R. Gatiatullin, Alexander V. Kirilovich, Olga A. Nevzorova
• Adapting the LodView RDF Browser for Navigation over the Linguistic Linked Open Data Cloud in Russian and the Languages of Russia 357-368
  Alexander Kirilovich, Konstantin Nikolaev

PhD Workshop

• Взаимное отображение графовой и реляционной моделей данных для мультимодельных баз данных (Two-way Mapping of Graph and Relational Data Models for Multi-model Databases) 369-386
  Arkadii Osheev
• Towards Ontology-based Cyber Threat Response 387-396
  Nikolay Kalinin
• Data Augmentation for Domain-Adversarial Training in EEG-based Emotion Recognition 397-410
  Ekaterina I. Lebedeva
• One- and Unidirectional Two-dimensional Signal Imitation in Complex Basis (short paper) 411-418
  Ivan I. Deykin
• Analysis of Gaze Trajectories in Natural Reading with Hidden Markov Models 419-428
  Maksim Volkovich
• Применение методов машинного обучения для кросс- идентификации астрономических объектов (Application of Machine Learning Methods for Cross-identification of Astronomical Objects) 429-442
  Alexandra A. Kulishova
• Алгоритм автоматической акцентуации с учетом орфоэпической нормы автора (The Algorithm of Automatic Accentuation with Respect to the Speaking Norm of a Given Author, short paper) 443-450
  Anna Mosolova