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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 / edited by Vladimir Jordan, Ilya Tarasov, Ella Shurina, Nikolay Filimonov, Vladimir Faerman.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0937 ; 1733
- Communications in Computer and Information Science, 1865-0937 ; 1733
- Language:
- English
- Subjects (All):
- 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.
- Local Subjects:
- Computer Engineering and Networks.
- Mathematics of Computing.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Artificial Intelligence.
- Data Structures and Information Theory.
- Software Engineering.
- Physical Description:
- 1 online resource (XV, 319 pages) : 178 illustrations, 107 illustrations in color.
- Edition:
- 1st ed. 2022.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2022.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-031-23744-7
- 9783031237447
- Access Restriction:
- Restricted for use by site license.
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