High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production -

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
Buch | Softcover
XV, 319 Seiten
2023 | 1st ed. 2023
Springer International Publishing (Verlag)
978-3-031-23743-0 (ISBN)
85,59 inkl. MwSt
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. and computing technologies in information security applications.
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.

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 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.

Erscheinungsdatum
Reihe/Serie Communications in Computer and Information Science
Zusatzinfo XV, 319 p. 178 illus., 107 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 513 g
Themenwelt Mathematik / Informatik Informatik Netzwerke
Informatik Weitere Themen Hardware
Schlagworte Applications • Artificial Intelligence • communication channels (information theory) • Computer-Aided Design (CAD) • Computer Networks • computer programming • Computer Science • computer vision • conference proceedings • Correlation Analysis • distributed computer systems • Image Analysis • Image Processing • Informatics • machine learning • Network Protocols • Numerical Methods • Research • Signal Processing • Software • Software Design • Software engineering • Telecommunication networks • Telecommunication Systems
ISBN-10 3-031-23743-9 / 3031237439
ISBN-13 978-3-031-23743-0 / 9783031237430
Zustand Neuware
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Buch | Softcover (2023)
Springer (Verlag)
24,99