Lecture Notes in Computational Intelligence and Decision Making

2021 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence”, Proceedings

AvSergii Babichev,Volodymyr Lytvynenko

Häftad, Engelska, 2021

Del 77 i serien Lecture Notes on Data Engineering and Communications Technologies

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2021-07-23
Mått:155 x 235 x 44 mm
Vikt:1 223 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes on Data Engineering and Communications Technologies
Antal sidor:805
Förlag:Springer Nature Switzerland AG
ISBN:9783030820138

Utforska kategorier

Artificiell intelligens inom Data och IT

Innehållsförteckning

Section 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 onthe 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 Artifcial Neural Network.- Comparative Analysis of Normalizing Techniques based on the Use of Classifcation Quality Criteria.- Assesment Model for Domain Specifc Programming Language Design.- General Scheme of Modeling of Longitudinal Oscillations in Horizontal Rods.