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Data analytics and management in dat...

International Conference on Data Analytics and Management in Data Intensive Domains (2021 :)

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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-電子資源 : Monograph/item
正題名/作者:	Data analytics and management in data intensive domains/ edited by Alexei Pozanenko ... [et al.].
其他題名:	23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26-29, 2021 : revised selected papers /
其他題名:	DAMDID/RCDL 2021
其他作者:	Pozanenko, Alexei.
團體作者:	International Conference on Data Analytics and Management in Data Intensive Domains
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	xiv, 263 p. :ill., digital ;24 cm.
附註:	"However, because of the worldwide COVID-19 crisis, DAMDID/RCDL 2021 had to take place online."--Preface.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Management information systems - Congresses. -
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] :DAMDID/RCDL 2021edited by Alexei Pozanenko ... [et al.]. - Cham :Springer International Publishing :2022. - xiv, 263 p. :ill., digital ;24 cm. - Communications in computer and information science,v. 16201865-0937 ;. - Communications in computer and information science ;v. 1620..

"However, because of the worldwide COVID-19 crisis, DAMDID/RCDL 2021 had to take place online."--Preface.

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:

596481
Management information systems
--Congresses.

LC Class. No.: T58.6 / .I58 2021

Dewey Class. No.: 658.4038

Data analytics and management in data intensive domains = 23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26-29, 2021 : revised selected papers /
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