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ORCID23rd DAMDID/RCDL 2021: Moscow, Russia - Supplementary Proceedings
- Alexei Pozanenko, Sergey A. Stupnikov, Bernhard Thalheim, Eva Méndez, Nadezhda Kiselyova:
Supplementary Proceedings of the XXIII International Conference on Data Analytics and Management in Data Intensive Domains, DAMDID/RCDL 2021 - Supplementary Proceedings, Moscow, Russia, October 26-29, 2021. CEUR Workshop Proceedings 3036, CEUR-WS.org 2021
Keynotes
- Yibin Xu:
Construction of Integrated Materials Data System for Data-driven Materials Research (keynote abstract). 1 - Emille E. O. Ishida:
The Role of the Human Expert in the Era of Big Data (keynote abstract). 2 - Andrew Turpin, Paul Gruba:
Developing a workforce to support research reliant on data and compute (keynote extended abstract). 3-9
Conceptual modeling, Data Integration, Ontologies and Applications
- Manal A. Yahya, Ajantha Dahanayake:
Towards A Concept of Needs-Based Augmented Reality. 10-25 - Alexey Akhlyostin, Nikolay Lavrentiev, Alexey Privezetsev, Alexander Z. Fazliev:
Prospects for the Evolution of the Russian Segment of the Virtual Atomic and Molecular Data Center. 26-38 - Manuk G. Manukyan:
On a Conceptual Data Model with Orientation to Data Integration. 39-53 - Olga Nevzorova, Damir Almukhametov:
Towards a Recommender System for the Choice of UDC Code for Mathematical Articles (short paper). 54-62
Problem Solving Architectures and Infrastructures, Experiment Organization
- Mihhail Matskin, Shirin Tahmasebi, Amirhossein Layegh, Amir Hossein Payberah, Aleena Thomas, Nikolay Nikolov, Dumitru Roman:
A Survey of Big Data Pipeline Orchestration Tools from the Perspective of the DataCloud Project. 63-78 - Nikolay A. Skvortsov:
A FAIR Problem-Solving Lifecycle Architecture. 79-93 - Dmitry Kovalev, Dmitry Khliustov, Sergey O. Safonov:
Comparison of Data-Driven Approaches to Modeling Complex Behavior of 2D Liquid Simulator. 94-109 - Evgenii D. Viazilov, Denis A. Melnikov, Alexander S. Mikheev:
On the Development of a Pipeline for Processing Hydrometeorological Data. 110-119
Machine Learning Applications
- Alexandra Kosyrkova, Eugene Ilyushin, Daniel Saada, Ramin Afandiev, Alexander Baev, Eudard Pogosbekyan, Vladimir Okhlopkov, Gleb Danilov, Artem Batalov, Igor Pronin, Natalia Zakharova, Anna Ogurtsova, Alexander Kravchuck, David Pitskhelauri, Alexander Potapov, Sergey Goryaynov:
Predicting the Increase in Postoperative Motor Deficits in Patients with Supratentorial Gliomas Using Machine Learning Methods. 120-133 - Mariia Nekraplonna, Dmitry Namiot:
The Analysis of Trajectories in Moscow Subway. 134-146 - Nikita Filimonov:
Multi-Modal Human Cognitive State Recognition during Reading. 147-157
Advanced Data Analysis Methods
- Mikhail Bogatyrev, Sergey Dvoenko, Dmitry Orlov, Tatiana Shestaka:
Evolutionary Approach to Multimodal Clustering on Formal Contexts. 158-173 - Archil Maysuradze, Daria Petrenko:
Distances Parameterized by Size: Models and Adaptation Techniques. 174-186 - Vladimir Budzko, Mikhail A. Gorelov, Felix Ereshko:
Models of Decision Making with Limited Volume of Processed Information. 187-196
Data Analysis in Astronomy
- Alina Volnova, Alexei Pozanenko, Sergei Belkin:
Host Galaxies of Cosmic Gamma-Ray Bursts. 197-212 - Maria Sizova, Sergei V. Vereshchagin, Aleksandr Tutukov, Andrei Fionov:
Star Clusters, Planets, Asteroids and Comets in the Light of Big Data. 213-226 - Sergey Sapozhnikov:
Clustering Stellar Pairs to Detect Extended Stellar Structures (short paper). 227-234
Ontologies, Databases and Data Analysis in Materials Science
- Toshihiro Ashino, Nobutaka Nishikawa, Takuya Kadohira, Masahiko Demura:
Implementation of Materials Data Integration using Ontology (short paper). 235-239 - Fabio Le Piane, Matteo Baldoni, Mauro Gaspari, Francesco Mercuri:
Molecular and Materials Basic Ontology: Development and First Steps. 240-249 - Victor A. Dudarev, Sergey S. Babikov:
Searching for an Optimal Data Platform for Relevant Information Search in Inorganic Chemistry and Materials Science. 250-264 - Reetu Joseph, Aditya Chauhan, Catriona Eschke, Ahmad Zainul Ihsan, Mehrdad Jalali, Ute Jäntsch, Nicole Jung, C. N. Shyam Kumar, Christian Kübel, Christian Lucas, Matthias Mail, Andrey Mazilkin, Charlotte Neidiger, Mirco Panighel, Stefan Sandfeld, Rainer Stotzka, Richard Thelen, Rossella Aversa:
Metadata Schema to support FAIR Data in Scanning Electron Microscopy. 265-277 - Alexey L. Voskov:
Usage of Robust Regression for Approximation of Thermodynamic Data (short paper). 278-284
Information Extraction from Texts
- Mikhail Tikhomirov, Natalia V. Loukachevitch:
Domain-specific Taxonomy Enrichment Based on Meta-Embeddings. 285-298 - Eduard Nugamanov, Natalia V. Loukachevitch, Boris V. Dobrov:
Extracting Sentiments towards COVID-19 Aspects. 299-312 - Alexander Sychev:
An Approach to Processing News Text Messages Based on Markeme Analysis. 313-324 - Olga Ataeva, Vladimir A. Serebriakov, Natalia P. Tuchkova:
Search Query Extension Semantics. 325-339 - Alexey I. Molodchenkov, Artem A. Nikolaev, Evgenia A. Mitrokhina:
Development of Methods for Extracting Information from Pharmacy Line Using Conditional Random Fields (short paper). 340-348
Scientific, Educational, and Literary Texts Analysis
- Kristina Ovchinnikova, Irina Kononenko, Elena A. Sidorova:
Development of Lexico-Syntactic Ontology Design Patterns for Information Extraction of Scientific Data. 349-361 - Fail Gafarov, Dmitriy Minullin, Viliuza Gafarova:
Dask-Based efficient Clustering of Educational Texts. 362-376 - Xenia A. Naidenova:
Cognitive Processes in Generating and Restoring Elliptical Sentences (short paper). 377-386 - Anna Grinevich, Alexey Sery:
Analyzing the Cultural Universals of the Folklore of Peoples of Siberia and the Far East. 387-401 - Aleksandr Rogov, Kirill A. Kulakov, Nikolai Moskin, Roman Abramov:
Using a Decision Tree to Identify Non-uniform Fragments in a Text (short paper). 402-410 - Vladimir B. Barakhnin, Olga Kozhemyakina, Artem Revun, Natali Shashok:
Technological Features of Cross-Language Migration from PHP to Python of Software Products Working with Intensive Data. 411-421
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