E-raamat: 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

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.