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001438870 019__ $$a1263742803
001438870 020__ $$a9783030850821$$q(electronic bk.)
001438870 020__ $$a303085082X$$q(electronic bk.)
001438870 020__ $$z9783030850814
001438870 020__ $$z3030850811
001438870 0247_ $$a10.1007/978-3-030-85082-1$$2doi
001438870 035__ $$aSP(OCoLC)1263870080
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001438870 050_4 $$aQA76.9.D3$$bA33 2021eb
001438870 08204 $$a005.74$$223
001438870 1112_ $$aADBIS (Conference)$$n(25th :$$d2021 :$$cTartu, Estonia ; Online)
001438870 24510 $$aNew trends in database and information systems :$$bADBIS 2021 Short Papers, Doctoral Consortium and Workshops: DOING, SIMPDA, MADEISD, MegaData, CAoNS, Tartu, Estonia, August 24-26, 2021, Proceedings /$$cLadjel Bellatreche, Marlon Dumas, Panagiotis Karras, Raimundas Matulevičius, Ahmed Awad, Matthias Weidlich, Mirjana Ivanović, Olaf Hartig (eds.).
001438870 2463_ $$aADBIS 2021
001438870 260__ $$aCham :$$bSpringer,$$c2021.
001438870 300__ $$a1 online resource (332 pages)
001438870 336__ $$atext$$btxt$$2rdacontent
001438870 337__ $$acomputer$$bc$$2rdamedia
001438870 338__ $$aonline resource$$bcr$$2rdacarrier
001438870 4901_ $$aCommunications in Computer and Information Science ;$$v1450
001438870 500__ $$a3.2 Model Setup and Training.
001438870 500__ $$aIncludes author index.
001438870 5050_ $$aIntro -- Preface -- Preface to ADBIS 2021 International Workshops and Doctoral Consortium -- Organization -- Contents -- ADBIS 2021 Short Papers -- Learned What-If Cost Models for Autonomous Clustering -- 1 Introduction -- 2 The Hyrise Database System -- 3 What-If Latency Estimation for Autonomous Clustering -- 3.1 Clustering Model -- 3.2 Latency Estimation -- 3.3 Obtaining Data for Training -- 3.4 Limitations -- 4 Results and Discussion -- 4.1 Clustering Simulation -- 4.2 Learned Cost Model -- 5 Related Work -- 6 Conclusion and Future Work -- References
001438870 5058_ $$aCost-Sensitive Predictive Business Process Monitoring -- 1 Introduction -- 2 Basic Terminology and Problem Statement -- 2.1 Process Mining and Predictive Business Process Monitoring -- 2.2 Formal Problem Definition -- 3 Concept and Solution -- 3.1 General Idea -- 3.2 Calculating Class Weights -- 3.3 Cost-Sensitive Transformation of Algorithms -- 4 Related Work -- 5 Implementation and Evaluation -- 5.1 Dataset Description and Experimental Setup -- 5.2 Overall Results and Further Analysis -- 6 Conclusion and Future Work -- References
001438870 5058_ $$aA Hybrid Data Model and Flexible Indexing for Interactive Exploration of Large-Scale Bio-science Data -- 1 Introduction -- 2 Motivating Workflow -- 3 Related Work -- 4 Architecture -- 4.1 Flexible Indexes -- 4.2 Interval Trees -- 5 Experiments -- 5.1 Query Evaluation -- 6 Conclusion -- References -- Relational Conditional Set Operations -- 1 Introduction -- 2 Case Study -- 3 Related Work -- 4 Proposed Relational Conditional Operators -- 4.1 Formal Definitions -- 4.2 Proposed Algorithms -- 5 Experiments -- 5.1 Semantic Validation -- 5.2 Scalability -- 6 Conclusion -- References
001438870 5058_ $$aGASP: Graph-Based Approximate Sequential Pattern Mining for Electronic Health Records -- 1 Introduction -- 2 Preliminaries -- 2.1 Notation -- 2.2 Exact Sequential Pattern Mining -- 2.3 Approximate Sequential Pattern Mining -- 3 GASP -- 3.1 Subsequence Generation -- 3.2 Graph Construction -- 3.3 Random Walk -- 3.4 Algorithm Complexity -- 4 Experiment Setup -- 4.1 Dataset -- 4.2 Experimental Design -- 4.3 Baseline Methods -- 4.4 Evaluation Metrics -- 5 Experimental Results -- 5.1 Pattern Recoverability -- 5.2 Pattern Usefulness -- 6 Conclusions -- References
001438870 5058_ $$aSemi-synthetic Data and Testbed for Long-Distance E-Vehicle Routing -- 1 Introduction -- 2 Semi-synthetic Data Generation and Testbed API -- 2.1 Testbed Architecture and Functionality -- 2.2 Traffic Data Simulation and Calibration -- 2.3 Data for Energy Consumption Estimation -- 2.4 Charging and Waiting Times at Charging Stations -- 3 Testbed Implementation -- 4 Experiments and Results -- 5 Conclusions and Future Work -- References -- Looking for COVID-19 Misinformation in Multilingual Social Media Texts -- 1 Introduction -- 2 Related Work -- 3 The CMTA Method -- 3.1 Experiment
001438870 506__ $$aAccess limited to authorized users.
001438870 520__ $$aThis book constitutes thoroughly reviewed and selected short papers presented at the 25th East-European Conference on Advances in Databases and Information Systems, ADBIS 2021, as well as papers presented at doctoral consortium and ADBIS 2021 workshops. Due to the COVID-19 the conference and satellite events were held in hybrid mode. The 11 full papers and 18 short papers were carefully reviewed and selected from 97 total submissions. This volume presents the papers that have been accepted for the following satellite events: Workshop on Intelligent Data - From Data to Knowledge, DOING 2021; International Symposium on Data-Driven Process Discovery and Analysis, SIMPDA 2021; Workshop on Modern Approaches in Data Engineering and Information System Design, MADEISD 2021; Workshop on Advances in Data Systems Management, Engineering, and Analytics, MegaData 2021; Workshop on Computational Aspects of Network Science, CAoNS 2021; Doctoral Consortium.
001438870 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed August 23, 2021).
001438870 650_0 $$aDatabases$$vCongresses.
001438870 650_0 $$aDatabase management$$vCongresses.
001438870 650_6 $$aBases de données$$xGestion$$vCongrès.
001438870 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001438870 655_7 $$aConference papers and proceedings.$$2lcgft
001438870 655_7 $$aActes de congrès.$$2rvmgf
001438870 655_0 $$aElectronic books.
001438870 7001_ $$aBellatreche, Ladjel,$$d1968-
001438870 7001_ $$aDumas, Marlon.
001438870 7001_ $$aKarras, Panagiotis.
001438870 7001_ $$aMatulevičius, Raimundas.
001438870 7001_ $$aAwad, Ahmed.
001438870 7001_ $$aWeidlich, Matthias.
001438870 7001_ $$aIvanović, Mirjana.
001438870 7001_ $$aHartig, Olaf.
001438870 7112_ $$aMegaData (Workshop)$$d(2021 :$$cTartu, Estonia ; Online)$$jjointly held conference.
001438870 7112_ $$aDOING (Workshop)$$d(2021 :$$cTartu, Estonia ; Online)$$jjointly held conference.
001438870 7112_ $$aSIMPDA (Workshop)$$d(2021 :$$cTartu, Estonia ; Online)$$jjointly held conference.
001438870 7112_ $$aMADEISD (Workshop)$$d(2021 :$$cTartu, Estonia ; Online)$$jjointly held conference.
001438870 7112_ $$aCAoNS (Workshop)$$d(2021 :$$cTartu, Estonia ; Online)$$jjointly held conference.
001438870 77608 $$iPrint version:$$aBellatreche, Ladjel.$$tNew Trends in Database and Information Systems.$$dCham : Springer International Publishing AG, ©2021$$z9783030850814
001438870 830_0 $$aCommunications in computer and information science ;$$v1450.
001438870 852__ $$bebk
001438870 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-85082-1$$zOnline Access$$91397441.1
001438870 909CO $$ooai:library.usi.edu:1438870$$pGLOBAL_SET
001438870 980__ $$aBIB
001438870 980__ $$aEBOOK
001438870 982__ $$aEbook
001438870 983__ $$aOnline
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