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El. knyga: Advances in Artificial Systems for Medicine and Education IV

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This book covers the latest advances for the development of artificial intelligence systems and their applications in various fields from medicine and technology to education. The proceedings comprise refereed papers presented at the Fourth International Conference of Artificial Intelligence, Medical Engineering, Education (AIMEE2020), held at the Mechanical Engineering Institute of the Russian Academy of Sciences, Moscow, Russia, in 3–4 October 2020.
 
Given the rapid development of artificial intelligence systems, the book emphasizes the need for the intensification of training of a growing number of relevant specialists, in particular, in medical engineering to increase the effectiveness of medical diagnosing and treatment. In digital artificial intelligence systems, scientists endeavor to reproduce the innate intellectual abilities of human and other organisms, and the in-depth study of genetic systems and inherited biological processes can provide new approaches to create more and more effective artificial intelligence methods. Topics of the included papers concern thematic materials in the following spheres: mathematics and biomathematics; medical approaches; technological and educational approaches. The book is a compilation of state-of-the-art papers in the field, covering a comprehensive range of subjects that is relevant to business managers and engineering professionals alike. The breadth and depth of these proceedings make them an excellent resource for asset management practitioners, researchers, and academics, as well as undergraduate and postgraduate students interested in artificial intelligence and bioinformatics systems as well as their growing applications. Intended readership includes specialists, students, and other circles of readers who would like to know where artificial intelligence systems can be applied in the future with great benefit. 
Advances in Mathematics and Bio-mathematics.- Functional Systems
Integrated with a Universal Agent of Artificial Intelligence and Higher
Neurocategories.- Genetic Interpretation of Neurosemantics and Kinetic
Approach for Studying Complex Nets: Theory and Experiments.- Focal Curves in
the Problem of Representing Smooth Geometric Shapes.- Method of Fuzzy Agreed
Alternative Selection in Multi-agent Systems.- Evaluation of the Effect of
Preprocessing Data on Network Traffic Classifier based on ML Methods for Qos
Predication in Real-time.- The Task of Improving the University Ranking Based
on the Statistical Analysis Methods.- Deep-learned Artificial Intelligence
for Consciousness Thinking Objectization to Rationalize a Person.-
Algorithmization of Computational Experiment Planning based on Sobol
Sequences in the Tasks of Dynamic Systems Research.- Modification of the
Hausdorff Metric in Combination with the Nearest Point Algorithm ICP in Point
Cloud Construction Problems.- Calculation of the Current Distribution
Function over a Radiating Structure with a Chiral Substrate Using
Hypersingular Integral Equations.- Influence of Image Pre-processing
Algorithms on Segmentation Results by Method of Persistence Homology.-
Influence of Delays on Self-oscillations in System with Limited
Power-supply.- Cognitive Prediction Model of University Activity.- Advances
in Medical Approaches.- Temperature Reaction of a Person with a Contact
Method of Exposure to a Thermal Signal.- Study of the Force-moment Sensing
System of a Manipulative Robot in Contact Situations with Tenzoalgometry of
Soft Biological Tissues.- The Influence of Hydroplasma on the Proliferative
and Secretory Activity of Human Mesenchymal Stromal Cells.- The
Biotechnological Method for Constructing Acoustic and Vibration Sequences
based on Genetic DNA Sequences.- Modelling of Piezoelectric Disk Transducers
Operated on Non-axisymmetric Oscillations for Biomedical Devices.- Inherited
Bio-symmetries and Algebraic Harmony in Genomes of Higher and Lower
Organisms.- Telemedicine Monitoring with Artificial Intelligence Elements.-
Modeling of the Cognitive Properties of the Brain Thalamus as a System with
Self-organized Criticality.- Advances in Technological and Educational
Approaches.- The Natural Intelligence of the Wind Castle Design with the
World Natural Heritage of Jeju Island.- The Impact of Interactive
Visualization on Trade-Off-Based Decision-making Using Genetic Algorithm: A
Case Study.- Advantages of Fuzzy Controllers in Control of Technological
Objects with a Big Delay.- Synthesis of l-coordinate Parallel Mechanism
without Singularities.- SWOT Analysis of Computer Distance Learning Systems.-
Research on Student Achievement Prediction based on BP Neural Network
Method.- Post-quantum Digital Signature Scheme for Personal Data Security in
Communication Network Systems.- A Motor Fault Detection Method based on
Optimized Extreme Learning Machine.- Multi-fidelity Multicriteria
Optimization of Strain Gauge Force Sensors Using a Neural Network-Based
Surrogate Model.- Traffic Intelligent Control at Multi-section Crossroads of
the Road Networks.- On the Efficiency of Machine Learning Algorithms for
Imputation in Spatiotemporal Meteorological Data.- Virtual Simulation
Experiment Scheme for Software Development Courses based on Situational
Teaching.- Evaluation Model of Sports Media Talent Training System in the New
Media Era.- Network Module of Generative Adversarial Network for Low-light
Image Enhancement.- Research on the Influence of Rules of Ships Entering and
Leaving Port on Waiting Time of Large and Small Ships.- A Neural Network
Featured System for Learning Performance of Students.