TY  - GEN
AU  - Shakhovska, Natalya.
AU  - Medykovskyy, Mykola O.
ED  - SpringerLink (Online service)
TI  - Advances in Intelligent Systems and Computing V : : Selected Papers From the International Conference on Computer Science and Information Technologies, CSIT 2020, September 23-26, 2020, Zbarazh, Ukraine 
SN  - 9783030632700
AV  - Q334 .A384 2021
PY  - 2021///
CY  - Switzerland : 
PB  - Springer
KW  - Artificial intelligence
KW  - Congresses
KW  - Machine learning
KW  - Data mining
KW  - Information Technology
N1  - Includes bibliographical references and index; Experimental Investigation of Significant Keywords Search in Ukrainian Content -- Linguistic Analysis of Results of Variable Courses Selection by HEI’s Students -- Poetic Discourse Processing Applying Graph Theoretic Rules -- Textual Features and Semantic Analysis of the Reddit News Posts -- A Model of the Information System of the Associative Verbal Network Presentation -- Artificial Intelilgence -- Intelligent Neural Network Sensory System for the Analysis of Volatile Compounds in Beverages -- AI System in Monitoring of Emotional State of a Student with Autism -- Neural-like Real-Time Data Protection and Transmission System -- An Analysis of Gene Regulatory Network Topology Using Results of DNA Microchip Experiments -- Dynamic Bayesian Network Model of a Country’s Economic Extension -- Classification of Objects Based on a Tree-Shaped Artificial Immune Network Model -- Cytological Images Clustering -- Metric Methods in Computer Vision and Pattern Recognition -- Dynamic Bayesian Networks Application for Economy Competitiveness Situational Modelling -- Synthesis of the Centered Bithreshold Neural Network Classifier -- The Novel Approach to Modeling the Spread of Viral Infections -- Hybrid Power Plant Control System Based on Machine Learning Methods -- Intelligent Systems Based on Ontology Representation Transformations -- Improvement and Orientation of Method of Data Arrays Sorting by Confluence on Architecture of Graphic Processor Unit -- Capabilities and Application of Bithreshold Neurons and Networks -- Intersection of Fuzzy Homogeneous Classes of Objects -- Hybridisation of IT Project Management Methodologies. Complementary or Contradictory? -- Big Data -- Developing Methods for Building Intelligent Systems of Information Resources Processing Using an Ontological Approach -- Adaptive Learning of Probabilistic Neural Network in Situation of Overlapping Classes in Classification Task -- Formulating a Geolocation Bias Correction for DMSP Nighttime Lights of Global Cities -- Inductive Modeling -- Liver Pathological States Identification with Self-organization Models Based on Ultrasound Images Texture Features -- Identification the Models of Atmospheric Pollution by Nitrogen Dioxide Based on the Artificial Bee Colony Algorithm with Modified Operators for Determining of Profitable Food Sources -- Modeling of Photovoltaic Installation Performance Taking into Account Seasonal Phenomena of Different Climate Zones
Show Level Study of Asymptotic Behavior of a Broad Class of Criteria for Data-Driven Best Model Selection -- GMDH-Based Discovering Dynamic Regularities of the Ukraine Covid-19 Pandemic Process -- Mathematical Modeling -- Mathematical Models of Nonlinear Transverse Oscillations of Elastic Movable 1D Bodies -- Methods for Calculating a Mathematical Model for Determining the Electromagnetic Field in Conducting Ferromagnetic Layer -- Modeling of Parameters of State Participation in Financing of Energy Saving Projects at Enterprises -- Modeling of Carbon Monoxide Oxidation on Gold Nanoparticles: Is There Oscillatory Mode? -- Development of the Software for the Road-Train Stable Movement Mode Research -- The Two-Point Problem as the Mathematical Model of the Oscillation Process of a Longitudinal Body -- Study of the Anisotropy Effect in Piecewise Homogeneous Media by Boundary and Near-Boundary Element Methods -- Abilities of Near-Boundary and Contact Element Methods for Modeling of Non-stationary Process in Objects Under Conditions of Ideal Contact Between the Components -- Development and Research of Electromagnetic Installation of Industrial Wastewater Purification from Ferromagnetic Impurities as an Object of Automation -- Mathematical Modeling and Program Implementation of Gasdynamic Solution of Dry Gas Seals for Centrifugal Compressors -- Computer Simulation for Quantum Tomography -- Methods for Estimating the Discrete Rhythmic Structure of Cyclic Random Processes Using Adaptive Interpolation -- Theoretical Bases for Reducing the Time Complexity of the Rabin Cryptosystem -- Variational Formulation of Viscoelastic Deformation Problem in Capillary-Porous Materials with Fractal Structure -- Mathematical Method for Processing SCADA Information and Diagnostic Flows -- Assessment of Unknown Phase Shift for Speckle Interferometry Using Sample Pearson Correlation Coefficient -- Implementation of Piecewise Linear Stretching in Algebraic Model for Logarithmic Image Processing -- The Quadrature Components of Narrowband Periodically Non-stationary Random Signals -- The Study of Cellular Automata Method When Used in the Problem of Capillary-Porous Material Thermal Conductivity -- Simulation of Shelterwood Logging in the Global Forest Model (G4M) -- Method of Adaptive Multi-scale Transformation for Image Data Compression -- Porosity Estimation and Analysis of Images of Oxide Ceramic Coatings of D16T Alloy -- Estimating the Efficiency of the Energy Service Market Functioning in Ukraine -- Econometric Pricing Model for R&D Products in Transfer Agreements -- Event-Based Spatially Distributed Multi-Risk Analysis -- Information Application for Visually Impaired People with a Ukrainian Prototype Font -- Modeling the Dynamics of Computer Hardware Market Distribution -- Technology of Quantitative Integral Assessment and Forecast of a Complex Economic System Performance -- Synthesis of Physiotherapeutic Parameters of Devices for Post-medical Restoration of Spinal Zones -- Aggregation, Storing, Multidimensional Representation and Processing of COVID-19 Data -- Action-Entropy Approach to Modeling of ‘Infodemic-Pandemic’ System on the COVID - 19 Cases -- Project Management -- Method for Estimation of R&D Products Cost Taking into Account Their Technological Readiness -- The Method and Results of Agreement of Configurations of the Integrated Projects on Agro-Industrial Production -- Development of an Information System to Minimize the Risks of Personnel Management -- Creation of a Software Development Team in Scrum Projects -- Analysis of Non-sharing, Lack and Timeliness of Information in Work Teams -- Geometric Distortion Correction Technique of Text Images -- Intelligent System of Modern Production Control Based on the Methodology of Optimal Aggregation -- Optimal Control of Modern Production Based on Virtual Reality Statistics -- Designing the Repository of Documentary Cultural Heritage -- Intelligent Method of Forming the HR Management Short-Term Project -- Software -- Hybrid Conceptual Models, Ontologies System and Onto-Oriented Information Systems for Chinese Image Medicine as a Component of Integrative Scientific Medicine -- New Technique of Recursive Mean-Separate Contrast Stretching for Image Enhancement -- Application of Neural Networks in Intrusion Monitoring Systems for Wireless Sensor Networks -- Modeling an IT for Decision-Making in Education of Students with Autism -- Constructive-Synthesizing Modeling of Lightning Flashes in the Dynamic Thunderstorm Front -- A Quantitative Assessment of the Incomplete Integral Contrast for Complex Images -- Construction of a Multisensor UAV System for Early Detection of Forest Pests -- Author Index
N2  - This book reports on new theories and applications in the field of intelligent systems and computing. It covers cutting-edge computational and artificial intelligence methods, advances in computer vision, big data, cloud computing, and computation linguistics, as well as cyber-physical and intelligent information management systems. The respective chapters are based on selected papers presented at the workshop on intelligent systems and computing, held during the International Conference on Computer Science and Information Technologies, CSIT 2020, which was jointly organized on September 23-26, 2020, by the Lviv Polytechnic National University, Ukraine, the Kharkiv National University of Radio Electronics, Ukraine, and the Technical University of Lodz, Poland, under patronage of Ministry of Education and Science of Ukraine.Given its breadth of coverage, the book provides academics and professionals with extensive information and a timely snapshot of the field of intelligent systems, and is sure to foster new discussions and collaborations among different groups
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