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001442056 019__ $$a1262373353$$a1287770194
001442056 020__ $$a9783030820145$$q(electronic bk.)
001442056 020__ $$a3030820149$$q(electronic bk.)
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001442056 0247_ $$a10.1007/978-3-030-82014-5$$2doi
001442056 035__ $$aSP(OCoLC)1261380116
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001442056 049__ $$aISEA
001442056 050_4 $$aQ342
001442056 08204 $$a006.3$$223
001442056 1112_ $$aInternational Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence"$$d(2021 :$$cKherson, Ukraine)
001442056 24510 $$aLecture notes in computational intelligence and decision making :$$b2021 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence", Proceedings /$$cSergii Babichev, Volodymyr Lytvynenko, editors.
001442056 2463_ $$aISDMCI 2021
001442056 260__ $$aCham :$$bSpringer,$$c©2022.
001442056 300__ $$a1 online resource
001442056 336__ $$atext$$btxt$$2rdacontent
001442056 337__ $$acomputer$$bc$$2rdamedia
001442056 338__ $$aonline resource$$bcr$$2rdacarrier
001442056 347__ $$atext file
001442056 347__ $$bPDF
001442056 4901_ $$aLecture notes on data engineering and communications technologies,$$x2367-4512 ;$$vv. 77
001442056 500__ $$aIncludes author index.
001442056 5050_ $$aSection I: Analysis and Modeling of Complex Systems and Processes -- Financial Risk Estimation in Conditions of Stochastic Uncertainties -- Numerical Modeling of Disk Dissolution in Melt During Gas Blowing -- Streaming Algorithm to the Decomposition of a Polyatomic Molecules Mass Spectra on the Polychlorinated Biphenyls Molecule Example -- Essential R Peak Detector Based on the Polynomial Fitting -- Models of Factors of the Design Process of Reference and Encyclopedic Book Editions -- Applying Visibility Graphs to Classify Time Series -- Section II: Theoretical and Applied Aspects of Decision-Making Systems -- Assessment of the Inuencing Factors Signifcance in Non-destructive Testing Systems of Metals Mechanical Characteristics based on the Bayesian Network -- Markovian Learning Methods in Decision-Making Systems -- An Intelligent System for Providing Recommendations on the Web Development Learning -- Real-time Sensing, Reasoning and Adaptation for Computer Vision Systems -- Section III: Computational Intelligence and Inductive Modeling -- Spectrophotometric Method for Coagulant Determining in a Stream based on an Artificial Neural Network -- Comparative Analysis of Normalizing Techniques based on the Use of Classifcation Quality Criteria -- Assessment Model for Domain Specifc Programming Language Design -- General Scheme of Modeling of Longitudinal Oscillations in Horizontal Rods.
001442056 506__ $$aAccess limited to authorized users.
001442056 520__ $$aThis book is devoted to current problems of artificial and computational intelligence including decision-making systems. Collecting, analysis, and processing information are the current directions of modern computer science. Development of new modern information and computer technologies for data analysis and processing in various fields of data mining and machine learning creates the conditions for increasing effectiveness of the information processing by both the decrease of time and the increase of accuracy of the data processing. The book contains of 54 science papers which include the results of research concerning the current directions in the fields of data mining, machine learning, and decision making. The papers are divided in terms of their topic into three sections. The first section "Analysis and Modeling of Complex Systems and Processes" contains of 26 papers, and the second section "Theoretical and Applied Aspects of Decision-Making Systems" contains of 13 papers. There are 15 papers in the third section "Computational Intelligence and Inductive Modeling". The book is focused to scientists and developers in the fields of data mining, machine learning and decision-making systems
001442056 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed August 3, 2021).
001442056 650_0 $$aComputational intelligence$$vCongresses.
001442056 650_0 $$aDecision making$$xData processing$$vCongresses.
001442056 650_6 $$aIntelligence informatique$$vCongrès.
001442056 650_6 $$aPrise de décision$$xInformatique$$vCongrès.
001442056 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001442056 655_7 $$aConference papers and proceedings.$$2lcgft
001442056 655_7 $$aActes de congrès.$$2rvmgf
001442056 655_0 $$aElectronic books.
001442056 7001_ $$aBabichev, Sergii,$$eeditor$$0(orcid)0000-0001-6797-1467$$1https://orcid.org/0000-0001-6797-1467
001442056 7001_ $$aLytvynenko, Volodymyr,$$eeditor.
001442056 77608 $$iPrint version:$$aInternational Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence" (2021 : Kherson, Ukraine).$$tLecture notes in computational intelligence and decision making.$$dCham : Springer, ©2022$$z3030820130$$z9783030820138$$w(OCoLC)1257890021
001442056 830_0 $$aLecture notes on data engineering and communications technologies ;$$vv. 77.
001442056 852__ $$bebk
001442056 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-82014-5$$zOnline Access$$91397441.1
001442056 909CO $$ooai:library.usi.edu:1442056$$pGLOBAL_SET
001442056 980__ $$aBIB
001442056 980__ $$aEBOOK
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