國立虎尾科技大學 |

Data Analytics and Management in Data Intensive Domains = 23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26–29, 2021, Revised Selected Papers /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Data Analytics and Management in Data Intensive Domains/ edited by Alexei Pozanenko, Sergey Stupnikov, Bernhard Thalheim, Eva Mendez, Nadezhda Kiselyova.
其他題名:	23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26–29, 2021, Revised Selected Papers /
其他作者:	Kiselyova, Nadezhda.
面頁冊數:	XIV, 263 p. 82 illus., 64 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Software Engineering. -
電子資源:	https://doi.org/10.1007/978-3-031-12285-9
ISBN:	9783031122859

Data Analytics and Management in Data Intensive Domains = 23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26–29, 2021, Revised Selected Papers /
Data Analytics and Management in Data Intensive Domains23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26–29, 2021, Revised Selected Papers /[electronic resource] :edited by Alexei Pozanenko, Sergey Stupnikov, Bernhard Thalheim, Eva Mendez, Nadezhda Kiselyova. - 1st ed. 2022. - XIV, 263 p. 82 illus., 64 illus. in color.online resource. - Communications in Computer and Information Science,16201865-0937 ;. - Communications in Computer and Information Science,498.

Problem 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.

This 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.

ISBN: 9783031122859

Standard No.: 10.1007/978-3-031-12285-9doiSubjects--Topical Terms:

669632
Software Engineering.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Data Analytics and Management in Data Intensive Domains = 23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26–29, 2021, Revised Selected Papers /
LDR:03783nam a22004215i 4500 001 1088953
003 DE-He213
005 20220725182609.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783031122859 $9 978-3-031-12285-9
024 7 $a 10.1007/978-3-031-12285-9 $2 doi
035 $a 978-3-031-12285-9
050 4 $a QA76.9.D343
072 7 $a UNF $2 bicssc
072 7 $a UYQE $2 bicssc
072 7 $a COM021030 $2 bisacsh
072 7 $a UNF $2 thema
072 7 $a UYQE $2 thema
082 0 4 $a 006.312 $2 23
245 1 0 $a Data Analytics and Management in Data Intensive Domains $h [electronic resource] : $b 23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26–29, 2021, Revised Selected Papers / $c edited by Alexei Pozanenko, Sergey Stupnikov, Bernhard Thalheim, Eva Mendez, Nadezhda Kiselyova.
250 $a 1st ed. 2022.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a XIV, 263 p. 82 illus., 64 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Communications in Computer and Information Science, $x 1865-0937 ; $v 1620
505 0 $a Problem 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 $a This 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.
650 2 4 $a Software Engineering. $3 669632
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 671334
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 1365738
650 2 4 $a Computer and Information Systems Applications. $3 1365732
650 2 4 $a Artificial Intelligence. $3 646849
650 1 4 $a Data Mining and Knowledge Discovery. $3 677765
650 0 $a Software engineering. $3 562952
650 0 $a Computer vision. $3 561800
650 0 $a Image processing—Digital techniques. $3 1365735
650 0 $a Social sciences—Data processing. $3 1280453
650 0 $a Application software. $3 528147
650 0 $a Artificial intelligence. $3 559380
650 0 $a Data mining. $3 528622
700 1 $a Kiselyova, Nadezhda. $e editor. $1 https://orcid.org/0000-0002-3583-0704 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1396189
700 1 $a Mendez, Eva. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1208324
700 1 $a Thalheim, Bernhard. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 796175
700 1 $a Stupnikov, Sergey. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1229131
700 1 $a Pozanenko, Alexei. $e editor. $1 https://orcid.org/0000-0001-9435-1327 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1396188
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783031122842
776 0 8 $i Printed edition: $z 9783031122866
830 0 $a Communications in Computer and Information Science, $x 1865-0929 ; $v 498 $3 1253583
856 4 0 $u https://doi.org/10.1007/978-3-031-12285-9
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)