Table of Contents

• How to Put Algorithms into Neural NetworksAnton Osokin. 1-2 [doi]
• Models for Communication, Understanding, Search and AnalysisBernhard Thalheim. 3-18 [doi]
• Formal Education in Data Science - Recent Experiences from Faculty of Technical Sciences of University of Novi SadIvan Lukovic. 19-20 [doi]
• Big Data Processing and Analytics Inside DBMSMikhail L. Zymbler, Sachin Kumar, Yana Kraeva, Alexander Grents, Anastasiya Perkova. 21 [doi]
• Framework for Automated Food Export Gain ForecastingDmitry Devyatkin, Yulia Otmakhova. 22-33 [doi]
• A Comparative Study on Feature Selection in Relation Extraction from Electronic Health RecordsIlseyar Alimova, Elena Tutubalina. 34-45 [doi]
• A New Approach for Approximately Mining Frequent ItemsetsTimur Valiullin, Joshua Zhexue Huang, Jianfei Yin, Dingming Wu 0001. 46-58 [doi]
• Big Math Methods in Lobachevskii-DML Digital LibraryAlexander Elizarov, Evgeny Lipachev. 59-72 [doi]
• DIRAC System as a Mediator between Hybrid Resources and Data Intensive DomainsVladimir Korenkov, Igor Pelevanyuk, Andrei Tsaregorodtsev. 73-84 [doi]
• Stages of Design of Digital Twin for Local EnterpriseRegina Starodubtseva, Vlada Kugurakova, Darina Vorobyeva. 85-94 [doi]
• Formalization of the Disasters Impacts on Enterprises and the Population and Recommendations for Decision-MakingEvgenii Viazilov, Alexander Mikheev. 95-106 [doi]
• Applied Ontologies for Managing Graphic Resources in SpectroscopyNikolai Lavrentiev, Alexey Privezentsev, Alexander Fazliev. 107-116 [doi]
• Ontology-based Data IntegrationManuk Manukyan. 117-128 [doi]
• Applying of Machine Learning Techniques to Combine String-based, Language-based and Structure-based Similarity Measures for Ontology MatchingLev Bulygin, Sergey A. Stupnikov. 129-147 [doi]
• Thesaurus and Ontology Building for Semantic Library Based on Mathematical EncyclopediaOlga Ataeva, Vladimir A. Serebryakov, Ekaterina Sinelnikova. 148-157 [doi]
• Mathematical Physics Problems: Thesaurus and OntologyOlga Ataeva, Vladimir A. Serebryakov, Natalia P. Tuchkova. 158-168 [doi]
• Intra-page Indexing in Generalized Search Trees of PostgreSQLAndrey Borodin, Sergey Mirvoda, Sergey Porshnev. 169-181 [doi]
• Synchronization Aspects of The Optimistic Parallel Discrete Event Simulation AlgorithmsLiliia Ziganurova, Lev Shchur. 182-192 [doi]
• Linguistic Big Data: Problem of Purity and RepresentativenessValery D. Solovyev, Svetlana Akhtyamova. 193-204 [doi]
• Use of Machine Learning for Anomaly Detection Problem in Large Astronomical DatabasesKonstantin L. Malanchev, Alina A. Volnova, Matwey V. Kornilov, Maria V. Pruzhinskaya, Emille E. O. Ishida, Florian Mondon, Vladimir S. Korolev. 205-216 [doi]
• Cross-Matching of Objects in Large Sky SurveysOleg Malkov, Sergey Karpov, Dana Kovaleva, Jayant Murthy, Sergey Sichevsky, Nikolay A. Skvortsov, Sergey A. Stupnikov, Gang Zhao, Aleksandr Zhukov. 217-228 [doi]
• Search and Observations of Optical Counterparts for Events Registered by LIGO/Virgo Gravitational Wave DetectorsElena Mazaeva, Alexey Pozanenko, Alina Volnova, Pavel Minaev, Sergey Belkin, Raguli Inasaridze, Evgeny Klunko, Anatoly Kusakin, Inna Reva, Vasily Rumyantsev, Artem Novichonok, Alexander Moskvitin, Gurgen M. Paronyan, Sergey Schmalz, Namkhai Tungalag. 229-243 [doi]
• Multi-frequency Observations and Discovery of a Supernova Associated with the GRB 181201ASergey 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. 244-254 [doi]
• Astronomical Images in the Light of Big DataEkaterina S. Postnikova, Natalia Chupina, Andrei Demidov, Sergei V. Vereshchagin. 255-265 [doi]
• Expert Assignment Method Based on Similar Document RetrievalDenis Zubarev, Dmitry Devyatkin, Ilya Sochenkov, Ilya Tikhomirov, Oleg Grigoriev. 266-278 [doi]
• Depression Detection from Social Media TextsMaxim Stankevich, Andrey Latyshev, Evgenia Kuminskaya, Ivan Smirnov, Oleg Grigoriev. 279-289 [doi]
• Development and Implementation of the Algorithm for Automatic Analysis of Metrorhythmic Characteristics of Russian Poetic Texts (short paper)Vladimir Barakhnin, Olga Kozhemyakina, Irina Kuznetsova. 290-298 [doi]
• Towards a Semantically Annotated Corpus of Educational Mathematical Texts in Russian (short paper)Olga Nevzorova, Alexander Kirillovich, Konstantin Nikolaev, Kamilla Galiaskarova. 299-305 [doi]
• The Software Environment for Multi-Aspect Study of Lexical Characteristics of TextElena Sidorova, Irina Akhmadeeva. 306-315 [doi]
• Towards a Tatar Wordnet: a Methodology of Using Tatar Thesaurus (short paper)Alfiya M. Galieva, Alexander Kirillovich, Natalia Loukachevich, Olga Nevzorova. 316-324 [doi]
• Data Curation Approach to Management of Research Data. Use Cases for a Upgrade of the Thermophysical Database THERMALAndrey Kosinov, Adilbek O. Erkimbaev, Georgy A. Kobzev, Vladimir Y. Zitserman. 325-335 [doi]
• Data Analysis Environment for Materials Science and Engineering Integrating Heterogeneous Data Resources (short paper)Toshihiro Ashino, Nobutaka Nishikawa, Takuya Kadohira. 336-341 [doi]
• Thermodynamic Database for Pure Substances IVTANTHERMO-Online (short paper)Igor Morozov. 342-347 [doi]
• Relevance Evaluation of Information Retrieval in the Integration of Information Systems on Inorganic Substances PropertiesVictor Dudarev, Nadezhda Kiselyova, Igor Temkin. 348-357 [doi]
• Databases on the Properties of Substances and Computer-Assisted Design of Inorganic CompoundsNadezhda Kiselyova, Victor Dudarev, Andrey Stolyarenko. 358-370 [doi]
• Benchmarking of Different Approaches for Objects MatchingDmitry Frolov. 371-380 [doi]
• Language Integrated Query as a Canonical Data Model for Virtual Data IntegrationVladimir Klyuchikov. 381-394 [doi]
• Classification of Human Actions Using Task fMRI Images (short paper)Dmitrii Sergeev. 395-403 [doi]
• Comparison of Male and Female Nonlinear Brain Functional Connectivity (short paper)Egor Tirikov. 404-412 [doi]