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020 _a9783031122859
024 7 _a10.1007/978-3-031-12285-9
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
245 1 0 _aData Analytics and Management in Data Intensive Domains
_b23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26-29, 2021, Revised Selected Papers
_cedited by Alexei Pozanenko, Sergey Stupnikov, Bernhard Thalheim, Eva Mendez, Nadezhda Kiselyova
250 _a1st edition 2022
264 1 _aCham
_bSpringer International Publishing
_c2022
300 _a1 recurso en línea (XIV, 263 páginas)
_b82 ilustraciones, 64 ilustraciones a color
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
490 0 _aCommunications in Computer and Information Science
_x1865-0937
_v1620
505 0 _aProblem Solving Infrastructures, Experiment Organization, and Machine Learning Applications -- MLDev: Data Science Experiment Automation and Reproducibility Software -- Response to Cybersecurity Threats of Informational Infrastructure Based on Conceptual Models -- Social Network Analysis of the Professional Community Interaction - Movie Industry Case -- Data Analysis in Astronomy -- Cross-Matching of Large Sky Surveys and Study of Astronomical Objects Apparent in Ultraviolet Band Only -- The Diversity of Light Curves of Supernovae Associated with Gamma-Ray Bursts -- Application of Machine Learning Methods for Cross-Matching Astronomical Catalogs -- Pipeline for Detection of Transient Objects in Optical Surveys -- VALD in Astrophysics -- Data Analysis in Material and Earth Sciences -- Machine Learning Application to Predict New Inorganic Compounds - Results and Perspectives -- Interoperability and Architecture Requirements Analysis and Metadata Standardization for a Research Data Infrastructure in Catalysis -- Fast Predictions of Lattice Energies by Continuous Isometry Invariants of Crystal Structures -- Image Recognition for Large Soil Maps Archive Overview: Metadata Extraction and Georeferencing Tool Development -- Information Extraction from Text -- Cross-lingual Plagiarism Detection Method -- Methods for Automatic Argumentation Structure Prediction -- A System for Information Extraction from Scientific Texts in Russian -- Improving Neural Abstractive Summarization with Reliable Sentence Sampling.
520 _aThis book constitutes the post-conference proceedings of the 23rd International Conference on Data Analytics and Management in Data Intensive Domains, DAMDID/RCDL 2021, held in Moscow, Russia, in October 2021*. The 16 revised full papers were carefully reviewed and selected from 61 submissions. The papers are organized in the following topical sections: problem solving infrastructures, experiment organization, and machine learning applications; data analysis in astronomy; data analysis in material and earth sciences; information extraction from text * The conference was held virtually due to the COVID-19 pandemic.
700 1 _aPozanenko, Alexei
_eeditor literario
_0(orcid)0000-0001-9435-1327
_1https://orcid.org/0000-0001-9435-1327
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aStupnikov, Sergey
_eeditor literario
_0(orcid)0000-0003-4720-8215
_1https://orcid.org/0000-0003-4720-8215
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aThalheim, Bernhard
_eeditor literario
_0(orcid)0000-0002-7909-7786
_1https://orcid.org/0000-0002-7909-7786
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMendez, Eva
_eeditor literario
_0(orcid)0000-0002-5337-4722
_1https://orcid.org/0000-0002-5337-4722
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKiselyova, Nadezhda
_eeditor literario
_0(orcid)0000-0002-3583-0704
_1https://orcid.org/0000-0002-3583-0704
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
776 0 8 _iPrinted edition:
_z9783031122842
776 0 8 _iPrinted edition:
_z9783031122866
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-12285-9
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
988 _aSpringer_Computer_2022
999 _c394798
_d394798