High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production 12th International Conference, HPCST 2022, Barnaul, Russia, May 20–21, 2022, Revised Selected Papers /
High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production 12th International Conference, HPCST 2022, Barnaul, Russia, May 20–21, 2022, Revised Selected Papers / [electronic resource] :
edited by Vladimir Jordan, Ilya Tarasov, Ella Shurina, Nikolay Filimonov, Vladimir Faerman.
- 1st ed. 2022.
- XV, 319 p. 178 illus., 107 illus. in color. online resource.
- Communications in Computer and Information Science, 1733 1865-0937 ; .
- Communications in Computer and Information Science, 1733 .
Hardware for High-Performance Computing and Signal Processing -- Hierarchical Encoder-Decoder Neural Network with Self-Attention for Single-Channel Speech Denoising -- Calculation of Activation Functions in FPGA-Based Neuroprocessors Using the Cordic Algorithm -- Frequency-Domain Generalized Phase Transform Method in Pipeline Leaks Locating -- Information Technologies and Computer Simulation of Physical Phenomena -- Inverse Problem Regularization of Parametric Identification of the Particle Temperature Distribution of Gas-Thermal Flow with Optimization of Its Solution -- Application of the Heterogeneous Multiscale Finite Element Method for Modelling the Compressibility of Porous Media -- Parallel Non-Conforming Finite Element Technique for Mathematical Simulation of Fluid Flow in Multiscale Porous Media -- Darcy Problem Solution in a Mixed Formulation for Geological Media of Various Structures -- Mathematical Modeling of the Electromagnetic Field from a Solenoidal Coil in the Frequency Domain -- Computing Technologies in Data Analysis and Decision Making -- Novel Planning Technique for ERP Systems Implementation Projects -- Development of an Automated Document Classification System with a Predefined Structure -- Ontology-Based Data Mining Platform for Diagnosing Sowing Quality of Wheat Seeds -- Algorithm for the Classification of Coronary Heart Disease Based on the Use of Symptom Complexes in the Cardiovascular Environment -- Business Process Designing of the Institutional Ranking System of Higher Education of the Kyrgyz Republic -- Evaluation of the Efficiency of the Vaccination against Chickenpox Based on the Results of Simulation Modeling -- Hierarchical Volume Mesh Model of Heterogeneous Media Based on Non-Destructive Imaging Data -- Modeling а Potential Plant Habitat by Ensemble Machine Learning -- Information and Computing Technologies in Automation and Control Science -- Adaptive Traffic Signal Control Based on a Macroscopic Model of the Transport Network -- Optimization and Robustization of Angular Motion Control of an Automatic Maneuverable Aerial Vehicle -- Synthesis of the Rational Analyzing Function for Feature Extraction of Signals from the Electrostatic Location System -- Application of Computer Numerical Control in Eddy-Current Study Methods -- Computing Technologies in Information Security Applications -- Open-Source Solution for Identification and Blocking of Anomalous BGP-4 Routing Information -- Simulation of DDoS Attacks on LTE and LoRaWAN Protocols in the NS-3 Network Simulator -- Transaction-Oriented Approach to the Design of Information Systems Based on Formal Grammar.
This book constitutes the refereed proceedings of the 12th International Conference on High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production, HPCST 2022, held in Barnaul, Russia, during May 20–21, 2022. The 23 full papers included in this book were carefully reviewed and selected from 116 submissions. They were organized in topical sections as follows: hardware for high-performance computing and signal processing; information technologies and computer simulation of physical phenomena; computing technologies in data analysis and decision making; and computing technologies in information security applications.
9783031237447
10.1007/978-3-031-23744-7 doi
Computer engineering.
Computer networks .
Computer science--Mathematics.
Image processing--Digital techniques.
Computer vision.
Artificial intelligence.
Data structures (Computer science).
Information theory.
Software engineering.
Computer Engineering and Networks.
Mathematics of Computing.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Artificial Intelligence.
Data Structures and Information Theory.
Software Engineering.
TK7885-7895 TK5105.5-5105.9
621.39 004.6
Hardware for High-Performance Computing and Signal Processing -- Hierarchical Encoder-Decoder Neural Network with Self-Attention for Single-Channel Speech Denoising -- Calculation of Activation Functions in FPGA-Based Neuroprocessors Using the Cordic Algorithm -- Frequency-Domain Generalized Phase Transform Method in Pipeline Leaks Locating -- Information Technologies and Computer Simulation of Physical Phenomena -- Inverse Problem Regularization of Parametric Identification of the Particle Temperature Distribution of Gas-Thermal Flow with Optimization of Its Solution -- Application of the Heterogeneous Multiscale Finite Element Method for Modelling the Compressibility of Porous Media -- Parallel Non-Conforming Finite Element Technique for Mathematical Simulation of Fluid Flow in Multiscale Porous Media -- Darcy Problem Solution in a Mixed Formulation for Geological Media of Various Structures -- Mathematical Modeling of the Electromagnetic Field from a Solenoidal Coil in the Frequency Domain -- Computing Technologies in Data Analysis and Decision Making -- Novel Planning Technique for ERP Systems Implementation Projects -- Development of an Automated Document Classification System with a Predefined Structure -- Ontology-Based Data Mining Platform for Diagnosing Sowing Quality of Wheat Seeds -- Algorithm for the Classification of Coronary Heart Disease Based on the Use of Symptom Complexes in the Cardiovascular Environment -- Business Process Designing of the Institutional Ranking System of Higher Education of the Kyrgyz Republic -- Evaluation of the Efficiency of the Vaccination against Chickenpox Based on the Results of Simulation Modeling -- Hierarchical Volume Mesh Model of Heterogeneous Media Based on Non-Destructive Imaging Data -- Modeling а Potential Plant Habitat by Ensemble Machine Learning -- Information and Computing Technologies in Automation and Control Science -- Adaptive Traffic Signal Control Based on a Macroscopic Model of the Transport Network -- Optimization and Robustization of Angular Motion Control of an Automatic Maneuverable Aerial Vehicle -- Synthesis of the Rational Analyzing Function for Feature Extraction of Signals from the Electrostatic Location System -- Application of Computer Numerical Control in Eddy-Current Study Methods -- Computing Technologies in Information Security Applications -- Open-Source Solution for Identification and Blocking of Anomalous BGP-4 Routing Information -- Simulation of DDoS Attacks on LTE and LoRaWAN Protocols in the NS-3 Network Simulator -- Transaction-Oriented Approach to the Design of Information Systems Based on Formal Grammar.
This book constitutes the refereed proceedings of the 12th International Conference on High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production, HPCST 2022, held in Barnaul, Russia, during May 20–21, 2022. The 23 full papers included in this book were carefully reviewed and selected from 116 submissions. They were organized in topical sections as follows: hardware for high-performance computing and signal processing; information technologies and computer simulation of physical phenomena; computing technologies in data analysis and decision making; and computing technologies in information security applications.
9783031237447
10.1007/978-3-031-23744-7 doi
Computer engineering.
Computer networks .
Computer science--Mathematics.
Image processing--Digital techniques.
Computer vision.
Artificial intelligence.
Data structures (Computer science).
Information theory.
Software engineering.
Computer Engineering and Networks.
Mathematics of Computing.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Artificial Intelligence.
Data Structures and Information Theory.
Software Engineering.
TK7885-7895 TK5105.5-5105.9
621.39 004.6