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21st DAMDID/RCDL 2019: Kazan, Russia
- Alexander M. Elizarov, Boris Novikov
, Sergey A. Stupnikov
:
Data Analytics and Management in Data Intensive Domains - 21st International Conference, DAMDID/RCDL 2019, Kazan, Russia, October 15-18, 2019, Revised Selected Papers. Communications in Computer and Information Science 1223, Springer 2020, ISBN 978-3-030-51912-4
Advanced Data Analysis Methods
- Anton Osokin
:
Three Simple Approaches to Combining Neural Networks with Algorithms. 3-12 - Dmitry Devyatkin, Yulia Otmakhova:
Methodology for Automated Identifying Food Export Potential. 13-28
Data Infrastructures and Integrated Information Systems
- Vladimir Korenkov, Igor Pelevanyuk
, Andrei Tsaregorodtsev:
Integration of the JINR Hybrid Computing Resources with the DIRAC Interware for Data Intensive Applications. 31-46 - Victor A. Dudarev
, Nadezhda N. Kiselyova
, Igor O. Temkin
:
On Information Search Measures and Metrics Within Integration of Information Systems on Inorganic Substances Properties. 47-58
Models, Ontologies and Applications
- Bernhard Thalheim:
Models Are Functioning in Scenarios. 61-81 - Nikolai Lavrentev, Alexei Privezentsev
, Alexander Fazliev
:
Applied Ontologies for Managing Graphic Resources in Quantitative Spectroscopy. 82-93
Data Analysis in Astronomy
- Konstantin L. Malanchev
, Vladimir S. Korolev, Matwey V. Kornilov, Emille E. O. Ishida, Anastasia Malancheva, Florian Mondon, Maria V. Pruzhinskaya, Sreevarsha Sreejith, Alina Volnova:
Realization of Different Techniques for Anomaly Detection in Astronomical Databases. 97-107 - Oleg Malkov, Sergey Karpov, Dana Kovaleva
, Jayant Murthy, Sergey Sichevsky, Nikolay A. Skvortsov, Sergey A. Stupnikov, Gang Zhao, Aleksandr Zhukov:
Modern Astronomical Surveys for Parameterization of Stars and Interstellar Medium. 108-123 - Elena Mazaeva, Alexei Pozanenko
, Alina Volnova, Pavel Minaev
, Sergey Belkin
, Raguli Inasaridze, Evgeny Klunko, Anatoly Kusakin
, Inna Reva, Vasilij Rumyantsev
, Artem Novichonok, Alexander Moskvitin, Gurgen M. Paronyan, Sergey Schmalz, Namkhai Tungalag:
Searching for Optical Counterparts of LIGO/Virgo Events in O2 Run. 124-143
Information Extraction from Text
- Valery D. Solovyev
, Vladimir V. Bochkarev
, Svetlana S. Akhtyamova
:
Google Books Ngram: Problems of Representativeness and Data Reliability. 147-162 - Denis Zubarev, Dmitry Devyatkin, Ilya Sochenkov
, Ilya Tikhomirov, Oleg G. Grigoriev
:
Method for Expert Search Using Topical Similarity of Documents. 163-180 - Maxim Stankevich
, Ivan V. Smirnov
, Natalia Kiselnikova, Anastasia Ushakova:
Depression Detection from Social Media Profiles. 181-194 - Alexander Kirillovich, Alfiya M. Galieva, Olga Nevzorova, Marat Shaekhov, Natalia V. Loukachevitch, Dmitry Ilvovsky:
Tatar WordNet: The Sources and the Component Parts. 195-208
Distributed Computing
- Mikhail L. Zymbler
, Yana Kraeva, Alexander Grents, Anastasiya Perkova, Sachin Kumar
:
An Approach to Fuzzy Clustering of Big Data Inside a Parallel Relational DBMS. 211-223
Data Science for Education
- Ivan Lukovic
:
Issues and Lessons Learned in the Development of Academic Study Programs in Data Science. 227-245
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