LEADER 05132nam 22007575 450 001 9910585789103321 005 20250623171001.0 010 $a3-031-12285-2 024 7 $a10.1007/978-3-031-12285-9 035 $a(MiAaPQ)EBC7051091 035 $a(Au-PeEL)EBL7051091 035 $a(CKB)24286261400041 035 $a(PPN)263898415 035 $a(DE-He213)978-3-031-12285-9 035 $a(EXLCZ)9924286261400041 100 $a20220725d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Analytics and Management in Data Intensive Domains $e23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26?29, 2021, Revised Selected Papers /$fedited by Alexei Pozanenko, Sergey Stupnikov, Bernhard Thalheim, Eva Mendez, Nadezhda Kiselyova 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (272 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1620 311 08$aPrint version: Pozanenko, Alexei Data Analytics and Management in Data Intensive Domains Cham : Springer International Publishing AG,c2022 9783031122842 320 $aIncludes bibliographical references and index. 327 $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. 330 $aThis book constitutes the post-conference proceedings of the 23rd International Conference on Data Analytics and Management in Data Intensive Domains, DAMDID/RCDL 2021, held in Moscow, Russia, in October 2021*. The 16 revised full papers were carefully reviewed and selected from 61 submissions. The papers are organized in the following topical sections: problem solving infrastructures, experiment organization, and machine learning applications; data analysis in astronomy; data analysis in material and earth sciences; information extraction from text * The conference was held virtually due to the COVID-19 pandemic. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1620 606 $aData mining 606 $aArtificial intelligence 606 $aApplication software 606 $aSocial sciences$xData processing 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aSoftware engineering 606 $aData Mining and Knowledge Discovery 606 $aArtificial Intelligence 606 $aComputer and Information Systems Applications 606 $aComputer Application in Social and Behavioral Sciences 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aSoftware Engineering 615 0$aData mining. 615 0$aArtificial intelligence. 615 0$aApplication software. 615 0$aSocial sciences$xData processing. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aSoftware engineering. 615 14$aData Mining and Knowledge Discovery. 615 24$aArtificial Intelligence. 615 24$aComputer and Information Systems Applications. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aSoftware Engineering. 676 $a354.81150006 702 $aPozanenko$b Alexei 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910585789103321 996 $aData Analytics and Management in Data Intensive Domains$92106113 997 $aUNINA