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22nd DAMDID/RCDL 2020: Voronezh, Russia
- Alexander Sychev, Sergey Makhortov, Bernhard Thalheim
:
Data Analytics and Management in Data Intensive Domains - 22nd International Conference, DAMDID/RCDL 2020, Voronezh, Russia, October 13-16, 2020, Selected Proceedings. Communications in Computer and Information Science 1427, Springer 2021, ISBN 978-3-030-81199-0
Data Integration, Conceptual Models and Ontologies
- Nikolay A. Skvortsov, Sergey A. Stupnikov:
Managing Data-Intensive Research Problem-Solving Lifecycle. 3-18 - Sergey Makhortov
:
Algebraic Models for Big Data and Knowledge Management. 19-26 - Anton Bryzgalov
, Sergey A. Stupnikov
:
A Cloud-Native Serverless Approach for Implementation of Batch Extract-Load Processes in Data Lakes. 27-42
Data Management in Semantic Web
- Martin Thomas Horsch
, Silvia Chiacchiera
, Michael A. Seaton
, Ilian T. Todorov
, Björn Schembera
, Peter Klein
, Natalia A. Konchakova
:
Pragmatic Interoperability and Translation of Industrial Engineering Problems into Modelling and Simulation Solutions. 45-59 - Liliya Usmanova
, Irina Erofeeva
, Valery D. Solovyev
, Vladimir V. Bochkarev
:
Analysis of the Semantic Distance of Words in the RuWordNet Thesaurus. 60-73 - Wenfei Tang, Sergey A. Stupnikov
:
A Transformation of the RDF Mapping Language into a High-Level Data Analysis Language for Execution in a Distributed Computing Environment. 74-91
Data Analysis in Medicine
- Konstantin Sidorov
, Natalya Bodrina, Natalya Filatova:
EMG and EEG Pattern Analysis for Monitoring Human Cognitive Activity during Emotional Stimulation. 95-109 - Sofya Kulikova
, Aleksey Buzmakov
:
Finding the TMS-Targeted Group of Fibers Reconstructed from Diffusion MRI Data. 110-121
Data Analysis in Astronomy
- Dana Kovaleva
, Oleg Malkov, Sergey Sapozhnikov, Dmitry Chulkov, Nikolay A. Skvortsov:
Data for Binary Stars from Gaia DR2. 125-133 - Pavel Minaev
, Alexei Pozanenko
:
Classification Problem and Parameter Estimating of Gamma-Ray Bursts. 134-147 - Alina Volnova
, Alexei Pozanenko
, Elena Mazaeva
, Sergei Belkin
, Pavel Minaev
:
Databases of Gamma-Ray Bursts' Optical Observations. 148-159
Information Extraction from Text
- Andrew Krizhanovsky
, Natalia Krizhanovskaya
, Irina Novak
:
Part of Speech and Gramset Tagging Algorithms for Unknown Words Based on Morphological Dictionaries of the Veps and Karelian Languages. 163-177 - Anastasiia Ryzhova, Ilya Sochenkov:
Extrinsic Evaluation of Cross-Lingual Embeddings on the Patent Classification Task. 178-190 - Marina Murtazina
, Tatiana V. Avdeenko
:
An Approach to Extracting Ontology Concepts from Requirements. 191-203 - Sergey Volkov
, Dmitry Devyatkin, Ilya Tikhomirov, Ilya Sochenkov:
Data Driven Detection of Technological Trajectories. 204-215 - Denis Zubarev
, Ilya Sochenkov
:
Comparison of Cross-Lingual Similar Documents Retrieval Methods. 216-229
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