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ORCID22nd DAMDID/RCDL 2020: Voronezh, Russia
- Bernhard Thalheim, Alexander V. Sychev, Sergey D. Makhortov:
Supplementary Proceedings of the XXII International Conference on Data Analytics and Management in Data Intensive Domains, DAMDID/RCDL 2020 - Supplementary Proceedings, Voronezh, Russia, October 13-16, 2020. CEUR Workshop Proceedings 2790, CEUR-WS.org 2020
Invited Talks
- Pavel E. Velikhov:
Huawei GaussDB A and Moscow Database Intelligence and Optimization Technology Center - Abstract. 1 - Alexey Molodchenkov:
Применение методов искусственного интеллекта и анализа данных в здоровьесбережении (Application of Artificial Intelligence and Data Analysis Methods in Healthcare - Abstract). 2-3
Data Integration, Conceptual Models and Ontologies
- Konstantin Kostenko:
Conceptual Modeling of Intelligent Systems Components and Functionality. 4-18 - Nikolay N. Voit, Semen Bochkov:
Denotative and Significative Semantics Analysis and Control Methods in Diagrams. 19-32 - Manuk G. Manukyan:
An Ontology Approach to Data Integration. 33-47 - Victor Telnov, Yuri Korovin:
Machine Learning and Text Analysis in the Tasks of Knowledge Graphs Refinement and Enrichment. 48-62
Advanced Data Analysis Methods
- Alberto Mastrotto, Anderson Nelson, Dev Sharma, Ergeta Muca, Kristina Liapchin, Luis Losada, Mayur Bansal, Roman S. Samarev:
User Activity Anomaly Detection by Mouse Movements in Web Surveys. 63-78 - Konstantin Serdyukov, Tatiana V. Avdeenko:
The Study of the Sequential Inclusion of Paths in the Analysis of Program Code for the Task of Selecting Input Test Data. 79-88 - Victor A. Dudarev, Nadezhda N. Kiselyova, Andrey V. Stolyarenko, Alexander Dokukin, Oleg V. Senko, Vladimir V. Ryazanov, Elena A. Vashchenko, Mikhail A. Vitushko, Vyacheslav S. Pereverzev-Orlov:
An Information System for Inorganic Substances Physical Properties Prediction Based on Machine Learning Methods. 89-102 - Vladislav D. Dineev, Victor A. Dudarev:
Расширяемая Система для Многокритериального Поиска Выбросов в Данных (Extensible System for Multi-Criteria Data Outlier Search). 103-113 - Yuriy I. Zhuravlev, Alexander Dokukin, Oleg V. Senko, Dmitry Stefanovsky, Ivan Saenko, Nikolay Korolev:
Comparison of Two Approaches to Recommender Systems with Anonymous Purchase Data (short paper). 114-120
Digital Platforms and Information Systems
- Victor Medennikov, Alexander Nikolaevich Raikov:
Formation of the Digital Platform for Precision Farming with Mathematical Modeling. 121-133 - Vasily E. Bunakov:
Open Science Portal Based on Knowledge Graph (short paper). 134-141 - Irina Filozova, Tatyana Zaikina, Galina Shestakova, Roman Semenov, Martin Köhler, Alexander Wagner, Laura Baracchi:
JINR Open Access Repository based on the JOIN² Platform. 142-155 - Alexander P. Shabanov, Alexander Zatsarinny:
Innovative Approach to Updating the Digital Platform Ecosystem. 156-170 - Alexander Volkov, Andrey Kopyrin, Natalya V. Kondratyeva, Sagit S. Valeev:
Big Data Environmental Monitoring System in Recreational Areas. 171-181 - Evgenii D. Viazilov, Denis A. Melnikov, Alexander S. Mikheev:
New Approaches for Delivery of Data and Information Products to Consumers and External Systems in the Field of Hydrometeorology. 182-194
Data Analysis in Medicine
- Mariya A. Firyulina, Irina Kashirina:
Building Models for Predicting Mortality after Myocardial Infarction in Conditions of Unbalanced Classes, Including the Influence of Weather Conditions. 195-204 - Darya A. Shipilova, Oleg A. Nagibovich:
Renal Impairment Risk Factors in Patients With Type 2 Diabetes (short paper). 205-213 - Dmitriy Kovalev, Egor Tirikov, Dmitrii Sergeev, Natalya V. Ponomareva:
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 - Xenia A. Naidenova, Vyacheslav Ganapolsky, Alexander Yakovlev, Tatyana A. Martirova:
Application Association Rule Mining in Medical-biological Investigations: a Survey. 230-239 - Maria Demchenko, Irina Kashirina:
The Use of Machine Learning Methods to the Automated Atherosclerosis Diagnostic and Treatment System Development. 240-252 - Alexey I. Molodchenkov, Leyla S. Namazova-Baranova, Georgy A. Karkashadze:
Assessment of Features of Cognitive Functions and the Social Sphere of Children and Adolescents Using Data Analysis Methods. 253-262
Data Analysis in Astronomy and Spectral Data
- Alexey Akhlestin, Nikolai Lavrentiev, Natalya Lavrentieva, Alexey Kozodoev, Elena Kozodoeva, Alexey Privezentsev, Alexander Fazliev:
Improvement of the Data Quality Assessment Procedure in Large Collections of Spectral Data. 263-279 - Elena Smirnova, Vladimir Syuzev, Roman Samarev, Ivan Deykin, Andrey Proletarsky:
Experimental Research of High-Dimensional Simulation Processes in New Energy Theory. 280-295 - Kirill Naydenkin, Konstantin L. Malanchev, Maria V. Pruzhinskaya:
Variable Star Classification with Help of Machine Learning Algorithms (short paper). 296-303
Information Extraction from Text
- Anna Glazkova:
Exploring Book Themes in the Russian Age Rating System: a Topic Modeling Approach. 304-314 - Anna Ilina, Igor Pelevanyuk:
Automated Generation of a Book of Abstracts for Conferences that use Indico Platform. 315-325 - Alexander Rogov, Roman Abramov, Alexander Lebedev, Kirill A. Kulakov, Nikolai Moskin:
Text Attribution in Case of Sampling Imbalance by the Method of Constructing an Ensemble of Classifiers Based on Decision Trees. 326-335 - Alexander B. Veretennikov:
Selection of Optimal Parameters in the Fast K-Word Proximity Search Based on Multi-component Key Indexes. 336-350 - Ayrat R. Gatiatullin, Alexander V. Kirilovich, Olga A. Nevzorova:
On Developing of the FrameNet-Like Resource for Tatar (short paper). 351-356 - Alexander Kirilovich, Konstantin Nikolaev:
Adapting the LodView RDF Browser for Navigation over the Linguistic Linked Open Data Cloud in Russian and the Languages of Russia. 357-368
PhD Workshop
- Arkadii Osheev:
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 - Nikolay Kalinin:
Towards Ontology-based Cyber Threat Response. 387-396 - Ekaterina I. Lebedeva:
Data Augmentation for Domain-Adversarial Training in EEG-based Emotion Recognition. 397-410 - Ivan I. Deykin:
One- and Unidirectional Two-dimensional Signal Imitation in Complex Basis (short paper). 411-418 - Maksim Volkovich:
Analysis of Gaze Trajectories in Natural Reading with Hidden Markov Models. 419-428 - Alexandra A. Kulishova:
Применение методов машинного обучения для кросс- идентификации астрономических объектов (Application of Machine Learning Methods for Cross-identification of Astronomical Objects). 429-442 - Anna Mosolova:
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
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