Data Mining and Big Data: 7th International Conference, DMBD 2022, Beijing, China, November 21–24, 2022, Proceedings, Part II PDF
Preview Data Mining and Big Data: 7th International Conference, DMBD 2022, Beijing, China, November 21–24, 2022, Proceedings, Part II
Ying Tan Yuhui Shi (Eds.) Communications in Computer and Information Science 1745 Data Mining and Big Data 7th International Conference, DMBD 2022 Beijing, China, November 21–24, 2022 Proceedings, Part II Communications in Computer and Information Science 1745 EditorialBoardMembers JoaquimFilipe PolytechnicInstituteofSetúbal,Setúbal,Portugal AshishGhosh IndianStatisticalInstitute,Kolkata,India RaquelOliveiraPrates FederalUniversityofMinasGerais(UFMG),BeloHorizonte,Brazil LizhuZhou TsinghuaUniversity,Beijing,China Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7899 · Ying Tan Yuhui Shi (Eds.) Data Mining and Big Data 7th International Conference, DMBD 2022 Beijing, China, November 21–24, 2022 Proceedings, Part II Editors YingTan YuhuiShi PekingUniversity SouthernUniversityofScience Beijing,China andTechnology Shenzhen,China ISSN 1865-0929 ISSN 1865-0937 (electronic) CommunicationsinComputerandInformationScience ISBN 978-981-19-8990-2 ISBN 978-981-19-8991-9 (eBook) https://doi.org/10.1007/978-981-19-8991-9 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSingaporePteLtd.2022 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. 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Theregisteredcompanyaddressis:152BeachRoad,#21-01/04GatewayEast,Singapore189721,Singapore Preface TheSeventhInternationalConferenceonDataMiningandBigData(DMBD2022)was heldinBeijing,China,duringNovember21–24,2022.DMBDservesasaninternational forumforresearcherstoexchangelatestadvantagesintheories,models,andapplications ofdataminingandbigdataaswellasartificialintelligencetechniques.DMBD2022was theseventheventafterthesuccessfulfirstevent(DMBD2016)onBaliIsland,Indonesia, the second event (DMBD 2017) in Fukuoka, Japan, the third event (DMBD 2018) in Shanghai,China,thefourthevent(DMBD2019)inChiangMai,Thailand,thefifthevent (DMBD2020)inBelgrade,Serbia,andthesixthevent(DMBD2021)inGuangzhou, China. These two volumes (CCIS vol. 1744 and CCIS vol. 1745) contain the papers pre- sented at DMBD 2022 covering some major topics of data mining and big data. The conference received 135 submissions. The Program Committee accepted 62 regular papers to be included in the conference program with an acceptance rate of 45.92%. Each submission received atleast 3 reviews inan double-blind process. The proceed- ings contain revised versions of the accepted papers. While revisions are expected to taketherefereescommentsintoaccount,thiswasnotenforcedandtheauthorsbearfull responsibilityforthecontentoftheirpapers. DMBD 2022 was organized by the International Association of Swarm and Evo- lutionaryIntelligence(IASEI).Itwasco-organizedbytheComputationalIntelligence LaboratoryatPekingUniversity,theAdvancedInstituteofBigData,Beijing,theKey LaboratoryofInformationSystemRequirement,theScienceandTechnologyonInfor- mation Systems Engineering Laboratory, and the Southern University of Science and Technology and technically co-sponsored by Research Reports on Computer Science (RRCS),theCityBrainTechnicalCommitteeoftheChineseInstituteofCommandand Control(CICC),theInternationalNeuralNetworkSociety,theNanjingKangboIntel- ligentHealthAcademy,Springer,Entropy,MDPIElectronics,andtheBeijingXinghui High-TechCo.Theconferencewouldnothavebeensuchasuccesswithoutthesupport oftheseorganizations,andwesincerelythankthemfortheircontinuedassistanceand sponsorship. We would also like to thank the authors who submitted their papers to DMBD 2022, and the conference attendees for their interest and support. We thank the Orga- nizingCommitteefortheirtimeandeffortdedicatedtoarrangingtheconference.This allowed us to focus on the paper selection and deal with the scientific program. We thanktheProgramCommitteemembersandtheexternalreviewersfortheirhardwork inreviewingthesubmissions;theconferencewouldnothavebeenpossiblewithouttheir expert reviews. Furthermore, this work is partially supported by the National Natural Science Foundation of China (Grant No. 62076010 and 62276008), and also partially supportedbytheScienceandTechnologyInnovation2030-NewGenerationArtificial Intelligence Major Project (Grant Nos.: 2018AAA0102301 and 2018AAA0100302). vi Preface Finally,wethanktheEasyChairsystemanditsoperators,formakingtheentireprocess ofmanagingtheconferenceconvenient. November2022 YingTan YuhuiShi Organization GeneralChair YingTan PekingUniversity,China ProgramCommitteeChair YuhuiShi SouthernUniversityofScienceandTechnology, China AdvisoryCommitteeChairs XinguiHe PekingUniversity,China GaryG.Yen OklahomaStateUniversity,USA TechnicalCommitteeCo-chairs BenjaminW.Wah TheChineseUniversityofHongKong, HongKong,China GuoyingWang ChongqingUniversityofPostsand Telecommunications,China EnhongChen UniversityofScienceandTechnologyofChina, China FernandoBuarque UniversityofPernambuco,Brazil HaiboHe UniversityofRhodeIsland,USA JihongZhu TsinghuaUniversity,China JinLi GuangzhouUniversity,China KayChenTan TheHongKongPolytechnicUniversity, HongKong,China NikolaKasabov AucklandUniversityofTechnology,NewZealand QirongTang TongjiUniversity,China Yew-SoonOng NanyangTechnologicalUniversity,Singapore YiZhang SichuanUniversity,China InvitedSpeakersSessionCo-chairs AndresIglesias UniversityofCantabriaandSantander,Spain ShaoqiuZheng The28thResearchInstituteofChinaElectronics TechnologyGroupCorporation,Nanjing, China viii Organization SpecialSessionCo-chairs BenNiu ShenzhenUniversity,Shenzhen,China KunLiu AdvancedInstituteofBigData,China PublicationsCo-chairs Radu-EmilPrecup PolitehnicaUniversityofTimisoara,Romania WeiweiHu TencentCorporation,China PublicityCo-chairs EugeneSemenkin SiberianAerospaceUniversity,Russia JunqiZhang TongjiUniversity,China FinanceandRegistration Chairs AndreasJanecek UniversityofVienna,Austria SuichengGu GoogleCorporation,USA ConferenceSecretariat MaiyueChen PekingUniversity,Beijing,China ProgramCommittee MuhammadAbulaish SouthAsianUniversity,India AbdelmalekAmine TaharMoulayUniversityofSaida,Algeria SabriArik IstanbulUniversity,Turkey NebojsaBacanin SingidunumUniversity,Serbia CarmeloJ.A.BastosFilho UniversityofPernambuco,Brazil MohamedBenAouicha UniversityofSfax,Tunisia ChenyangBu HefeiUniversityofTechnology,China WalterChen NationalTaipeiUniversityofTechnology,Taiwan ShiCheng ShannxiNormalUniversity,China ZeleiCheng PurdueUniversity,USA KhaldoonDhou TexasA&MUniversity–CentralTexas,USA YuxinDing HarbinInstituteofTechnology,Shenzhen,China PhilippeFournier-Viger ShenzhenUniversity,China HongyuanGao HarbinEngineeringUniversity,China ShangceGao UniversityofToyama,Japan WeifengGao XidianUniversity,China XizhanGao UniversityofJinan,China Organization ix KeGu ChangshaUniversityofScienceandTechnology, China SalekulIslam UnitedInternationalUniversity,Bangladesh RoshniIyer UniversityofCalifornia,LosAngeles,USA ZiyuJia BeijingJiaotongUniversity,China MingyanJiang ShandongUniversity,China LovKumar BITSPilani,India VivekKumar UniversitàdegliStudidiCagliari,Italy GermanoLambert-Torres PSSolutions,USA BinLi UniversityofScienceandTechnologyofChina, China XianghongLin NorthwestNormalUniversity,China Jian-WeiLiu ChinaUniversityofPetroleum,Beijing,China JuLiu ShandongUniversity,China KunLiu AdvancedInstituteofBigData,China QunfengLiu DongguanUniversityofTechnology,China YiLiu PLAUniversityofScienceandTechnology,China WenjianLuo HarbinInstituteofTechnology,Shenzhen,China HaoyangMa NationalUniversityofDefenseTechnology, China LianboMa NortheastUniversity,China ChengyingMao JiangxiUniversityofFinanceandEconomics, China SeyedfakhredinMusavishavazi UniversityofAppliedSciencesMittweida, Germany SreejaN.K. PSGCollegeofTechnology,India QingjianNi SoutheastUniversity,China NeelamadhabPadhy GIETUniversity,India MarioPavone UniversityofCatania,Spain YanPei UniversityofAizu,Japan XinPeng HainanUniversity,China MukeshPrasad UniversityofTechnologySydney,Australia Radu-EmilPrecup PolitehnicaUniversityofTimisoara,Romania FezanRasool LUMS,Pakistan JitenSidhpura SardarPatelInstituteofTechnology,India VrijendraSingh IndianInstituteofInformationTechnology,India YingTan PekingUniversity,China DanielTang InstituteofComputingTechnology,CAS,China EvaTuba UniversityofBelgrade,Serbia DujuanWang SichuanUniversity,China GuoyinWang ChongqingUniversityofPostsand Telecommunications,China
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