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ORCID20th DAMDID/RCDL 2018: Moscow, Russia
- Leonid A. Kalinichenko, Yannis Manolopoulos, Sergey A. Stupnikov, Nikolay A. Skvortsov, Vladimir Sukhomlin:
Selected Papers of the XX International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2018), Moscow, Russia, October 9-12, 2018. CEUR Workshop Proceedings 2277, CEUR-WS.org 2018
FAIR in the Realm of Open Science
- Michel Schouppe, Jean Claude Burgelman:
Relevance of EOSC and FAIR in the Realm of Open Science and Phases of Implementing the EOSC. 1-4
FAIR Platforms and Interoperability
- Sergey A. Stupnikov, Leonid A. Kalinichenko:
FAIR Data Based on Extensible Unifying Data Model Development. 9-13 - Nikolay A. Skvortsov:
Meaningful Data Interoperability and Reuse among Heterogeneous Scientific Communities. 14-15
FAIR Implementation Issues and Activities
- Peter Wittenburg:
Digital Objects as a Concept to Help Implementing FAIR and EOSC. 16-18 - Erik A. Schultes, George O. Strawn, Barend Mons:
Ready, Set, GO FAIR: Accelerating Convergence to an Internet of FAIR Data and Services. 19-23
Knowledge Representation
- Nikolai Lavrentiev, Alexey Privezentsev, Alexander Fazliev:
Systematization of Tabular and Graphical Resources in Quantitative Spectroscopy. 25-32 - Olga Nevzorova, Alexander Kirillovich, Vladimir Nevzorov, Konstantin Nikolaev:
The Semantic Context Models of Mathematical Formulas in Scientific Papers. 33-40
Ontologies and Applications
- Manuk Manukyan:
On an Ontological Modeling Language by a Non-Formal Example. 41-48 - Tatiana V. Avdeenko, Anastasiia Timofeeva, Ekaterina Makarova:
Integration of Ontological Case-Based Reasoning with Principal Component Analysis: Application to the IT Support Service. 49-56
Advanced Data Analysis Methods
- Mikhail Chernoskutov, Dmitry Ustalov:
Equidistant Nodes Clustering: a Soft Clustering Algorithm Applied for Synset Induction. 57-62 - Archil Maysuradze, Bharathi Pilar, B. H. Shekar:
A Novel Metric Combination Approach for Verification Problems. 63-67 - Alexei V. Myshev, Mikhail Turitsyn:
Fractal Methods in Information Technologies of Processing and Analysis of Parametrically Related Data Streams. 68-73
Conceptual and Data Models
- Bernhard Thalheim:
Qualitative and Quantitative Models. 74-81 - Valeriy M. Chernenkiy, Yuriy E. Gapanyuk, Yuriy Kaganov, Ivan Dunin, Maxim Lyaskovsky, Vadim Larionov:
Storing Metagraph Model in Relational, Document-Oriented, and Graph Databases. 82-89
Data Analysis and Applications
- Natalya Filatova, Natalya Bodrina, Konstantin Sidorov, Pavel Shemaev:
Organization of Information Support for a Bioengineering System of Emotional Response Research. 90-97
Data Analysis in Astronomy
- Oleg Malkov, Dmitry Chulkov, Dana Kovaleva, Alexey Sytov, Alexander Tutukov, Lev Yungelson, Yikdem Gebrehiwot, Nikolay A. Skvortsov, Solomon Belay Tessema:
Insight into Binary Star Formation via Modelling Visual Binaries Datasets. 98-106 - Sergei V. Vereshchagin, Natalia Chupina, Ekaterina S. Postnikova:
What Will Lead the Astrometry Data Accuracy Breakthrough in the Study of Star Clusters? 107-111 - Elena Mazaeva, Alexey Pozanenko, Pavel Minaev:
Using Heterogeneous Data of Multi Frequency Astronomy for Testing Physical Models of GRB Emission. 112-117 - Alina Volnova, Alexey Pozanenko, Elena Mazaeva:
How to Extract Information from What We Cannot Observe? 118-122
Text Search and Processing
- Alexander B. Veretennikov:
Proximity Full-Text Search with a Response Time Guarantee by Means of Additional Indexes with Multi-Component Keys. 123-130 - Matthias Nitsche, Marina Tropmann-Frick:
Context and Embeddings in Language Modelling - an Exploration. 131-138 - Oleg Zhizhimov:
Technology for Extracting Geographical Names from Text Documents Based on the PostgreSQL. 139-142
Distributed Computing and Applications of Machine Learning
- Yana Kraeva, Mikhail L. Zymbler:
An Efficient Subsequence Similarity Search on Modern Intel Many-core Processors for Data Intensive Applications. 143-151 - Oleg V. Senko, Nadezhda Kiselyova, Victor Dudarev, Alexander Dokukin, Vladimir Ryazanov:
Various Machine Learning Methods Efficiency Comparison in Application to Inorganic Compounds Design. 152-156 - Stepan Evstifeev, Ivan Shanin:
Music Genre Classification Based on Signal Processing. 157-161 - Maxim Stankevich, Ivan V. Smirnov, Nikolay Ignatiev, Oleg G. Grigoriev, Natalia Kiselnikova:
Analysis of Big Five Personality Traits by Processing of Social Media Users Activity Features. 162-166
Research Data Infrastructures
- Alexander Fazliev, Alexey Privezentsev, Evgeny Gordov, Igor Okladnikov, Anna Ryazanova, Alexander Titov, Andrey A. Bart, Alexander V. Starchenko:
Applied Tasks in Virtual Research Environment based on a web GIS platform "Climate+". 167-173 - Johannes Hedtrich, Ekaterina Fabritz, Christian Henning, Bernhard Thalheim:
Digital Playground for Policy Decision Making. 174-180 - Vasily Bunakov, Simon Lambert, Brian Matthews:
Persistent Identifiers for Facilities Research: Current Practices and Opportunities. 181-185
Information Extraction from Text I
- Nicolay Rusnachenko, Natalia V. Loukachevitch:
Extracting Sentiment Attitudes from Analytical Texts via Piecewise Convolutional Neural Network. 186-192 - Zinaida V. Apanovich, Vladimir Isachenko:
Analysis and Visualization Algorithm for Cross-Language Author Names Disambiguation. 193-199
Information Extraction from Text II
- Ivan Mazharov, Boris V. Dobrov:
Named Entity Recognition for Information Security Domain. 200-207 - Artem Shelmanov, Dmitriy Deviatkin, Daniil Larionov:
Discovering Novel Emergency Events in Text Streams. 208-215 - Sergey Parinov:
Open Citation Content Data and a Digital Library. 216-221
PhD Workshop I. Internet of Things and Cognitive Systems
- Mikhail Shpak:
Stand to Research the Privacy Limitations of the Internet of Things in the DID's Perspective. 222-225 - Evgeniy Latyshev:
Sensor Data Preprocessing, Feature Engineering and Equipment Remaining Lifetime Forecasting for Predictive Maintenance. 226-231 - Dora Mattyasovszky-Philipp:
Research on Cognitive Information Systems in Enterprise Environment. 232-237
PhD Workshop II. Data Integration and Data Analysis
- Vladimir Sazontev:
Methods for Big Data Integration in Distributed Computation Environments. 238-244 - Lev Bulygin:
Combining Lexical and Semantic Similarity Measures with Machine Learning Approach for Ontology Matching Problem. 245-249 - Kirill Platonov:
Methods and Technologies for Integration and Processing of Geographically Distributed Quantitative Geological Information. 250-255
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