Data Analytics and Management in Data Intensive Domains: 23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26–29, 2021, Revised ... in Computer and Information Science, 1620) PDF
Preview Data Analytics and Management in Data Intensive Domains: 23rd International Conference, DAMDID/RCDL 2021, Moscow, Russia, October 26–29, 2021, Revised ... in Computer and Information Science, 1620)
Alexei Pozanenko · Sergey Stupnikov · Bernhard Thalheim · Eva Mendez · Nadezhda Kiselyova (Eds.) Communications in Computer and Information Science 1620 Data Analytics and Management in Data Intensive Domains 23rd International Conference, DAMDID/RCDL 2021 Moscow, Russia, October 26–29, 2021 Revised Selected Papers Communications in Computer and Information Science 1620 EditorialBoardMembers JoaquimFilipe PolytechnicInstituteofSetúbal,Setúbal,Portugal AshishGhosh IndianStatisticalInstitute,Kolkata,India RaquelOliveiraPrates FederalUniversityofMinasGerais(UFMG),BeloHorizonte,Brazil LizhuZhou TsinghuaUniversity,Beijing,China Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7899 · · Alexei Pozanenko Sergey Stupnikov · · Bernhard Thalheim Eva Mendez Nadezhda Kiselyova (Eds.) Data Analytics and Management in Data Intensive Domains 23rd International Conference, DAMDID/RCDL 2021 Moscow, Russia, October 26–29, 2021 Revised Selected Papers Editors AlexeiPozanenko SergeyStupnikov SpaceResearchInstituteoftheRussian FederalResearchCenter“ComputerScience AcademyofSciences andControl”ofRAS Moscow,Russia Moscow,Russia NationalResearchUniversityHigherSchool EvaMendez ofEconomics UniversidadCarlosIIIdeMadrid Moscow,Russia Getafe,Spain BernhardThalheim Christian-AlbrechtUniversityofKiel Kiel,Germany NadezhdaKiselyova A.A.BaikovInstituteofMetallurgy andMaterialsScienceofRAS(IMETRAS) Moscow,Russia ISSN 1865-0929 ISSN 1865-0937 (electronic) CommunicationsinComputerandInformationScience ISBN 978-3-031-12284-2 ISBN 978-3-031-12285-9 (eBook) https://doi.org/10.1007/978-3-031-12285-9 ©SpringerNatureSwitzerlandAG2022 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface This CCIS volume published by Springer contains the proceedings of the XXIII InternationalConferenceonDataAnalyticsandManagementinDataIntensiveDomains (DAMDID/RCDL2021)thatwassettobeheldattheNationalUniversityofScienceand TechnologyMISIS,Moscow,RussiaduringOctober26–29,2021.However,becauseof theworldwideCOVID-19crisis,DAMDID/RCDL2021hadtotakeplaceonline. DAMDIDisamultidisciplinaryforumofresearchersandpractitionersfromvarious domains of science and research promoting cooperation and exchange of ideas in the area of data analysis and management in domains driven by data-intensive research. Approachestodataanalysisandmanagementbeingdevelopedinspecificdata-intensive domains(DID)ofX-informatics(suchasX=astro,bio,chemo,geo,medical,neuro, physics, chemistry, material science, social science, etc.), as well as in various other branchesofinformatics,industry,newtechnologies,finance,andbusiness,contributeto theconferencecontent. Previous DAMDID/RCDL conferences were held in St. Petersburg (1999, 2003), Protvino (2000), Petrozavodsk (2001, 2009), Dubna (2002, 2008, 2014), Pushchino (2004),Yaroslavl(2005,2013),Pereslavl(2007,2012),Kazan(2010,2019),Voronezh (2011,2020),Obninsk(2016),andMoscow(2017,2018). TheprogramofDAMDID/RCDL2021wasorientedtowardsdatascienceanddata- intensiveanalyticsaswellasdatamanagementtopics.Theprogramofthisyearincluded threekeynotes.ThekeynotebyYibinXu(DeputyDirectoroftheResearchandServices DivisionofMaterialsDataandIntegratedSystemandleaderoftheData-DrivenInor- ganicMaterialsResearchGroupattheNationalInstituteforMaterialsScience,Japan) wasdevotedtotheconstructionofanintegratedmaterialsdatasystemfordata-driven materialsresearch.EmilleE.O.Ishida(CNRS,LaboratoiredePhysiquedeClermont, UniversitéClermont-Auvergne,France)gaveatalkonsupervised(andespeciallyactive) andunsupervisedmachinelearningandtheirapplicationinastronomyforclassification problemsandthesearchforscientificallyinterestinganomalies.ThekeynotebyAndrew Turpin (Associate Director of the Melbourne Connect and Director of the Melbourne DataAnalyticsPlatform)discussedthedevelopmentofaworkforceofdataandcomputer scientiststhatcansupportresearchersatuniversitytomakeuseofdigitaltechnologyin theirresearch. The workshop on Data and Computation for Materials Science and Innovation (DACOMSIN)constitutedthefirstdayoftheconferenceonOctober26.Theworkshop aimedtoaddressthecommunicationgapacrosscommunitiesinthedomainsofmateri- alsdatainfrastructures,materialsdataanalysis,andmaterialsinsilicoexperiments.The workshopbroughttogetherprofessionalsfromacrossresearchandinnovationtoshare theirexperienceandperspectivesofusinginformationtechnologyandcomputerscience formaterialsdatamanagement,analysis,andsimulation. The conference Program Committee, comprised of members from 12 countries, reviewed63submissions.Intotal,37submissionswereacceptedasfullpapersand15 asshortpapersandposters. vi Preface According to the conference and workshops program, 58 oral presentations were grouped into 13 sessions. Most of the presentations were dedicated to the results of research conducted in organizations located in Russia, including Kazan, Moscow, Novosibirsk,Obninsk,Tomsk,Tula,St.Petersburg,Petrozavodsk,andVoronezh.How- ever,theconferencealsofeaturedtalkspreparedbyforeignresearchersfromcountries suchasAustralia,Armenia,China,Finland,France,Germany,Japan,Italy,Sweden,and theUK. FortheCCISconferenceproceedings,16peer-reviewedpapershavebeenselectedby theProgramCommittee(anacceptancerateof25%),whicharestructuredintofoursec- tions:ProblemSolvingInfrastructures,ExperimentOrganization,andMachineLearning Applications(threepapers);DataAnalysisinAstronomy(fivepapers);DataAnalysisin MaterialandEarthSciences(fourpapers);andInformationExtractionfromText(four papers). We are grateful to the Program Committee members, for reviewing the submis- sions and selecting the papers for presentation, to the authors of the submissions, and tothehostorganizersfromtheNationalUniversityofScienceandTechnologyMISIS. We are also grateful for the use of the Conference Management Toolkit (CMT) spon- soredbyMicrosoftResearch,whichprovidedgreatsupportduringvariousphasesofthe papersubmissionandreviewingprocess.TheOrganizingCommitteewantstogratefully acknowledgethesponsoroftheconference,Thermo-CalcSoftwareAB,fortheirgen- eroussupport.Thermo-CalcSoftware’smissionistodevelopcomputationaltoolsthat allowengineerstogeneratethematerialsdatatheyneedintheirdailydecisionmaking todriveinnovationandimproveproductperformance. June2022 Alexei Pozanenko Sergey Stupnikov Bernhard Thalheim Eva Mendez Nadezhda Kiselyova Organization ProgramCommitteeCo-chairs AlexeiPozanenko SpaceResearchInstitute,RAS,andNational ResearchUniversityHigherSchoolof Economics,Russia EvaMendez UniversidadCarlosIIIdeMadrid,Spain ProgramCommitteeDeputyChair SergeyStupnikov FederalResearchCenter“ComputerScienceand Control”ofRAS,Russia DACOMSINWorkshopCo-chairs NadezhdaKiselyova BaikovInstituteofMetallurgyandMaterials Science,RAS,Russia VasilyBunakov ScienceandTechnologyFacilitiesCouncil,UK AlexandraKhvan NationalUniversityofScienceandTechnology MISIS,Russia OrganizingCommitteeCo-chairs MikhailFilonov NationalUniversityofScienceandTechnology MISIS,Russia VictorZakharov FederalResearchCenter“ComputerScienceand Control”ofRAS,Russia OrganizingCommittee IgorAbrikosov NationalUniversityofScienceandTechnology MISIS,Russia AlexandraKhvan NationalUniversityofScienceandTechnology MISIS,Russia MarinaNezhurina NationalUniversityofScienceandTechnology MISIS,Russia AlexKondratiev NationalUniversityofScienceandTechnology MISIS,Russia NikolaySkvortsov FederalResearchCenter“ComputerScienceand Control”ofRAS,Russia viii Organization VladimirCheverikin NationalUniversityofScienceandTechnology MISIS,Russia IrinaBajenova NationalUniversityofScienceandTechnology MISIS,Russia CoordinatingCommittee IgorSokolov(Co-chair) FederalResearchCenter“ComputerScienceand Control”ofRAS,Russia NikolayKolchanov(Co-chair) InstituteofCytologyandGenetics,SBRAS, Novosibirsk,Russia SergeyStupnikov(DeputyChair) FederalResearchCenter“ComputerScienceand Control”ofRAS,Russia ArkadyAvramenko PushchinoRadioAstronomyObservatory,RAS, Russia PavelBraslavsky UralFederalUniversityandSKBKontur,Russia VasilyBunakov ScienceandTechnologyFacilitiesCouncil,UK AlexanderElizarov Kazan(VolgaRegion)FederalUniversity,Russia AlexanderFazliev InstituteofAtmosphericOptics,SBRAS,Russia AlexeiKlimentov BrookhavenNationalLaboratory,USA MikhailKogalovsky MarketEconomyInstitute,RAS,Russia VladimirKorenkov JointInstituteforNuclearResearch,Russia SergeyKuznetsov InstituteforSystemProgramming,RAS,Russia VladimirLitvine EvoghInc.,USA ArchilMaysuradze MoscowStateUniversity,Russia OlegMalkov InstituteofAstronomy,RAS,Russia AlexanderMarchuk InstituteofInformaticsSystems,SBRAS,Russia IgorNekrestjanov VerizonCorporation,USA BorisNovikov St.PetersburgStateUniversity,Russia NikolayPodkolodny InstituteofCytologyandGenetics,SBRAS, Russia AlekseyPozanenko SpaceResearchInstitute,RAS,Russia VladimirSerebryakov DorodnicynComputingCenterofRAS,Russia YurySmetanin RussianFoundationforBasicResearch,Moscow VladimirSmirnov YaroslavlStateUniversity,Russia BernhardThalheim KielUniversity,Germany KonstantinVorontsov MoscowStateUniversity,Russia ViacheslavWolfengagen NationalResearchNuclearUniversity“MEPhI”, Russia VictorZakharov FederalResearchCenter“ComputerScienceand Control”ofRAS,Russia Organization ix ProgramCommittee AlexanderAfanasyev InstituteforInformationTransmissionProblems, RAS,Russia LadjelBellatreche NationalEngineeringSchoolforMechanicsand Aerotechnics,France DmitryBorisenkov RELEXGroup,Russia PavelBraslavski UralFederalUniversity,Russia VasilyBunakov ScienceandTechnologyFacilitiesCouncil,UK KheeranDharmawardena CytraxConsulting,Australia BorisDobrov LomonosovMoscowStateUniversity,Russia AlexanderElizarov KazanFederalUniversity,Russia AlexanderFazliev InstituteofAtmosphericOptics,SBRAS,Russia EvgenyGordov InstituteofMonitoringofClimaticand EcologicalSystemsSBRAS,Russia ValeriyaGribova InstituteofAutomationandControlProcesses, FEBRAS,FarEasternFederalUniversity, Russia MaximGubin GoogleInc.,USA SergioIlarri UniversityofZaragoza,Spain MirjanaIvanovic UniversityofNoviSad,Serbia JeyhunKarimov HuaweiResearchCenter,Germany VitaliyKim NationalResearchUniversityHigherSchoolof Economics,Russia,andFesenkov AstrophysicalInstitute,Kazakhstan NadezhdaKiselyova InstituteofMetallurgyandMaterialsScience, RAS,Russia AlexeiKlimentov BrookhavenNationalLaboratory,USA SergeyKuznetsov InstituteforSystemProgramming,RAS,Russia GiuseppeLongo UniversityofNaplesFedericoII,Italy EvgenyLipachev KazanFederalUniversity,Russia NataliaLoukachevitch LomonosovMoscowStateUniversity,Russia IvanLukovic UniversityofBelgrade,Serbia OlegMalkov InstituteofAstronomy,RAS,Russia SergeyMakhortov VoronezhStateUniversity,Russia YannisManolopoulos AristotleUniversityofThessaloniki,Greece ArchilMaysuradze LomonosovMoscowStateUniversity,Russia ManuelMazzara InnopolisUniversity,Russia MikhailMelnikov InstituteofMolecularBiologyandBiophysics, SBRAS,Russia AlexeyMitsyuk NationalResearchUniversityHigherSchoolof Economics,Russia AlexanderMoskvitin SpecialAstrophysicalObservatory,RAS,Russia
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