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21st DAMDID/RCDL 2019: Kazan, Russia
- Alexander M. Elizarov, Boris Novikov, Sergey A. Stupnikov:
Selected Papers of the XXI International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2019), Kazan, Russia, October 15-18, 2019. CEUR Workshop Proceedings 2523, CEUR-WS.org 2019
Keynotes and Invited Talks
- Anton Osokin:
How to Put Algorithms into Neural Networks. 1-2 - Bernhard Thalheim:
Models for Communication, Understanding, Search and Analysis. 3-18 - Ivan Lukovic:
Formal Education in Data Science - Recent Experiences from Faculty of Technical Sciences of University of Novi Sad. 19-20 - Mikhail L. Zymbler, Sachin Kumar, Yana Kraeva, Alexander Grents, Anastasiya Perkova:
Big Data Processing and Analytics Inside DBMS. 21
Advanced Data Analysis Methods
- Dmitry Devyatkin, Yulia Otmakhova:
Framework for Automated Food Export Gain Forecasting. 22-33 - Ilseyar Alimova, Elena Tutubalina:
A Comparative Study on Feature Selection in Relation Extraction from Electronic Health Records. 34-45 - Timur Valiullin, Joshua Zhexue Huang, Jianfei Yin, Dingming Wu:
A New Approach for Approximately Mining Frequent Itemsets. 46-58
Digital Libraries and Data Infrastructures
- Alexander M. Elizarov, Evgeny K. Lipachev:
Big Math Methods in Lobachevskii-DML Digital Library. 59-72 - Vladimir Korenkov, Igor Pelevanyuk, Andrei Tsaregorodtsev:
DIRAC System as a Mediator between Hybrid Resources and Data Intensive Domains. 73-84 - Regina Starodubtseva, Vlada Kugurakova, Darina Vorobyeva:
Stages of Design of Digital Twin for Local Enterprise. 85-94 - Evgenii D. Viazilov, Alexander Mikheev:
Formalization of the Disasters Impacts on Enterprises and the Population and Recommendations for Decision-Making. 95-106
Data Integration, Ontologies and Applications
- Nikolai Lavrentiev, Alexey Privezentsev, Alexander Fazliev:
Applied Ontologies for Managing Graphic Resources in Spectroscopy. 107-116 - Manuk Manukyan:
Ontology-based Data Integration. 117-128 - Lev Bulygin, Sergey A. Stupnikov:
Applying of Machine Learning Techniques to Combine String-based, Language-based and Structure-based Similarity Measures for Ontology Matching. 129-147 - Olga Ataeva, Vladimir A. Serebryakov, Ekaterina Sinelnikova:
Thesaurus and Ontology Building for Semantic Library Based on Mathematical Encyclopedia. 148-157 - Olga Ataeva, Vladimir A. Serebryakov, Natalia P. Tuchkova:
Mathematical Physics Problems: Thesaurus and Ontology. 158-168
Data and Knowledge Management
- Andrey Borodin, Sergey Mirvoda, Sergey Porshnev:
Intra-page Indexing in Generalized Search Trees of PostgreSQL. 169-181 - Liliia Ziganurova, Lev N. Shchur:
Synchronization Aspects of The Optimistic Parallel Discrete Event Simulation Algorithms. 182-192 - Valery D. Solovyev, Svetlana Akhtyamova:
Linguistic Big Data: Problem of Purity and Representativeness. 193-204
Data Analysis in Astronomy
- Konstantin L. Malanchev, Alina A. Volnova, Matwey V. Kornilov, Maria V. Pruzhinskaya, Emille E. O. Ishida, Florian Mondon, Vladimir S. Korolev:
Use of Machine Learning for Anomaly Detection Problem in Large Astronomical Databases. 205-216 - Oleg Malkov, Sergey Karpov, Dana Kovaleva, Jayant Murthy, Sergey Sichevsky, Nikolay A. Skvortsov, Sergey A. Stupnikov, Gang Zhao, Aleksandr Zhukov:
Cross-Matching of Objects in Large Sky Surveys. 217-228 - Elena 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:
Search and Observations of Optical Counterparts for Events Registered by LIGO/Virgo Gravitational Wave Detectors. 229-243 - 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:
Multi-frequency Observations and Discovery of a Supernova Associated with the GRB 181201A. 244-254 - Ekaterina S. Postnikova, Natalia Chupina, Andrei Demidov, Sergei V. Vereshchagin:
Astronomical Images in the Light of Big Data. 255-265
Information Extraction from Text
- Denis Zubarev, Dmitry Devyatkin, Ilya Sochenkov, Ilya Tikhomirov, Oleg G. Grigoriev:
Expert Assignment Method Based on Similar Document Retrieval. 266-278 - Maxim Stankevich, Andrey Latyshev, Evgenia Kuminskaya, Ivan V. Smirnov, Oleg G. Grigoriev:
Depression Detection from Social Media Texts. 279-289 - Vladimir B. Barakhnin, Olga Kozhemyakina, Irina Kuznetsova:
Development and Implementation of the Algorithm for Automatic Analysis of Metrorhythmic Characteristics of Russian Poetic Texts (short paper). 290-298 - Olga Nevzorova, Alexander Kirillovich, Konstantin Nikolaev, Kamilla Galiaskarova:
Towards a Semantically Annotated Corpus of Educational Mathematical Texts in Russian (short paper). 299-305 - Elena A. Sidorova, Irina R. Akhmadeeva:
The Software Environment for Multi-Aspect Study of Lexical Characteristics of Text. 306-315 - Alfiya M. Galieva, Alexander Kirillovich, Natalia Loukachevich, Olga Nevzorova:
Towards a Tatar Wordnet: a Methodology of Using Tatar Thesaurus (short paper). 316-324
DACOMSIN Workshop
- Andrey Kosinov, Adilbek O. Erkimbaev, Georgy A. Kobzev, Vladimir Y. Zitserman:
Data Curation Approach to Management of Research Data. Use Cases for a Upgrade of the Thermophysical Database THERMAL. 325-335 - Toshihiro Ashino, Nobutaka Nishikawa, Takuya Kadohira:
Data Analysis Environment for Materials Science and Engineering Integrating Heterogeneous Data Resources (short paper). 336-341 - Igor V. Morozov:
Thermodynamic Database for Pure Substances IVTANTHERMO-Online (short paper). 342-347 - Victor Dudarev, Nadezhda Kiselyova, Igor O. Temkin:
Relevance Evaluation of Information Retrieval in the Integration of Information Systems on Inorganic Substances Properties. 348-357 - Nadezhda Kiselyova, Victor Dudarev, Andrey Stolyarenko:
Databases on the Properties of Substances and Computer-Assisted Design of Inorganic Compounds. 358-370
PhD Workshop
- Dmitry Frolov:
Benchmarking of Different Approaches for Objects Matching. 371-380 - Vladimir Klyuchikov:
Language Integrated Query as a Canonical Data Model for Virtual Data Integration. 381-394 - Dmitrii Sergeev:
Classification of Human Actions Using Task fMRI Images (short paper). 395-403 - Egor Tirikov:
Comparison of Male and Female Nonlinear Brain Functional Connectivity (short paper). 404-412
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