DAMDID/RCDL 2019
Data Analytics and Management in Data Intensive Domains

Table of Contents

• Preface
  
  
• DAMDID/RCDL 2019 Committees
  
  

Keynotes and Invited Talks

• How to Put Algorithms into Neural Networks 1-2
  Anton Osokin
• Models for Communication, Understanding, Search and Analysis 3-18
  Bernhard Thalheim
• Formal Education in Data Science - Recent Experiences from Faculty of Technical Sciences of University of Novi Sad 19-20
  Ivan Lukovic
• Big Data Processing and Analytics Inside DBMS 21
  Mikhail Zymbler, Sachin Kumar, Yana Kraeva, Alexander Grents, Anastasiya Perkova

Advanced Data Analysis Methods

• Framework for Automated Food Export Gain Forecasting 22-33
  Dmitry Devyatkin, Yulia Otmakhova
• A Comparative Study on Feature Selection in Relation Extraction from Electronic Health Records 34-45
  Ilseyar Alimova, Elena Tutubalina
• A New Approach for Approximately Mining Frequent Itemsets 46-58
  Timur Valiullin, Joshua Zhexue Huang, Jianfei Yin, Dingming Wu

Digital Libraries and Data Infrastructures

• Big Math Methods in Lobachevskii-DML Digital Library 59-72
  Alexander Elizarov, Evgeny Lipachev
• DIRAC System as a Mediator between Hybrid Resources and Data Intensive Domains 73-84
  Vladimir Korenkov, Igor Pelevanyuk, Andrei Tsaregorodtsev
• Stages of Design of Digital Twin for Local Enterprise 85-94
  Regina Starodubtseva, Vlada Kugurakova, Darina Vorobyeva
• Formalization of the Disasters Impacts on Enterprises and the Population and Recommendations for Decision-Making 95-106
  Evgenii Viazilov, Alexander Mikheev

Data Integration, Ontologies and Applications

• Applied Ontologies for Managing Graphic Resources in Spectroscopy 107-116
  Nikolai Lavrentiev, Alexey Privezentsev, Alexander Fazliev
• Ontology-based Data Integration 117-128
  Manuk Manukyan
• Applying of Machine Learning Techniques to Combine String-based, Language-based and Structure-based Similarity Measures for Ontology Matching 129-147
  Lev Bulygin, Sergey Stupnikov
• Thesaurus and Ontology Building for Semantic Library Based on Mathematical Encyclopedia 148-157
  Olga Ataeva, Vladimir Serebryakov, Ekaterina Sinelnikova
• Mathematical Physics Problems: Thesaurus and Ontology 158-168
  Olga Ataeva, Vladimir Serebryakov, Natalia Tuchkova

Data and Knowledge Management

• Intra-page Indexing in Generalized Search Trees of PostgreSQL 169-181
  Andrey Borodin, Sergey Mirvoda, Sergey Porshnev
• Synchronization Aspects of The Optimistic Parallel Discrete Event Simulation Algorithms 182-192
  Liliia Ziganurova, Lev Shchur
• Linguistic Big Data: Problem of Purity and Representativeness 193-204
  Valery Solovyev, Svetlana Akhtyamova

Data Analysis in Astronomy

• Use of Machine Learning for Anomaly Detection Problem in Large Astronomical Databases 205-216
  Konstantin Malanchev, Alina Volnova, Matwey Kornilov, Maria Pruzhinskaya , Emille Ishida, Florian Mondon, Vladimir Korolev
• Cross-Matching of Objects in Large Sky Surveys 217-228
  Oleg Malkov, Sergey Karpov, Dana Kovaleva, Jayant Murthy, Sergey Sichevsky, Nikolay Skvortsov, Sergey Stupnikov, Gang Zhao, Aleksandr Zhukov
• Search and Observations of Optical Counterparts for Events Registered by LIGO/Virgo Gravitational Wave Detectors 229-243
  Elena Mazaeva, Alexei Pozanenko, Alina Volnova, Pavel Minaev, Sergey Belkin, Raguli Inasaridze, Evgeny Klunko, Anatoly Kusakin, Inna Reva, Vasily Rumyantsev, Artem Novichonok, Alexander Moskvitin, Gurgen Paronyan, Sergey Schmalz, Namkhai Tungalag
• Multi-frequency Observations and Discovery of a Supernova Associated with the GRB 181201A 244-254
  Sergey Belkin, Alexei Pozanenko, Elena Mazaeva , Alina Volnova, Pavel Minaev, Nozomu Tominaga, Sergey Blinnikov, Dmitry Chestnov, Evgeny Klunko, Inna Reva, Vasily Rumyantsev, David Buckley, Raguli Inasaridze
• Astronomical Images in the Light of Big Data 255-265
  Ekaterina Postnikova, Natalia Chupina, Andrei Demidov, Sergei Vereshchagin

Information Extraction from Text

• Expert Assignment Method Based on Similar Document Retrieval 266-278
  Denis Zubarev, Dmitry Devyatkin, Ilia Sochenkov, Ilia Tikhomirov, Oleg Grigoriev
• Depression Detection from Social Media Texts 279-289
  Maxim Stankevich, Andrey Latyshev, Evgenia Kuminskaya, Ivan Smirnov, Oleg Grigoriev
• Development and Implementation of the Algorithm for Automatic Analysis of Metrorhythmic Characteristics of Russian Poetic Texts (short paper) 290-298
  Vladimir Barakhnin, Olga Kozhemyakina, Irina Kuznetsova
• Towards a Semantically Annotated Corpus of Educational Mathematical Texts in Russian (short paper) 299-305
  Olga Nevzorova, Alexander Kirillovich, Konstantin Nikolaev, Kamilla Galiaskarova
• The Software Environment for Multi-Aspect Study of Lexical Characteristics of Text 306-315
  Elena Sidorova, Irina Akhmadeeva
• Towards a Tatar Wordnet: a Methodology of Using Tatar Thesaurus (short paper) 316-324
  Alfiya Galieva, Alexander Kirillovich, Natalia Loukachevich, Olga Nevzorova

DACOMSIN Workshop

• Data Curation Approach to Management of Research Data. Use Cases for a Upgrade of the Thermophysical Database THERMAL 325-335
  Andrey Kosinov, Adilbek Erkimbaev, Georgy Kobzev, Vladimir Zitserman
• Data Analysis Environment for Materials Science and Engineering Integrating Heterogeneous Data Resources (short paper) 336-341
  Toshihiro Ashino, Nobutaka Nishikawa, Takuya Kadohira
• Thermodynamic Database for Pure Substances IVTANTHERMO-Online (short paper) 342-347
  Igor Morozov
• Relevance Evaluation of Information Retrieval in the Integration of Information Systems on Inorganic Substances Properties 348-357
  Victor Dudarev, Nadezhda Kiselyova, Igor Temkin
• Databases on the Properties of Substances and Computer-Assisted Design of Inorganic Compounds 358-370
  Nadezhda Kiselyova, Victor Dudarev, Andrey Stolyarenko

PhD Workshop

• Benchmarking of Different Approaches for Objects Matching 371-380
  Dmitry Frolov
• Language Integrated Query as a Canonical Data Model for Virtual Data Integration 381-394
  Vladimir Klyuchikov
• Classification of Human Actions Using Task fMRI Images (short paper) 395-403
  Dmitrii Sergeev
• Comparison of Male and Female Nonlinear Brain Functional Connectivity (short paper) 404-412
  Egor Tirikov