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Product details:
- ISBN-10 : 3030555062
- ISBN-13 : 9783030555061
- Author: Zhengbing Hu
This book comprises high-quality refereed research papers presented at the Third International Conference on Computer Science, Engineering and Education Applications (ICCSEEA2020), held in Kyiv, Ukraine, on 21–22 January 2020, organized jointly by National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, National Aviation University, and the International Research Association of Modern Education and Computer Science. The topics discussed in the book include state-of-the-art papers in computer science, artificial intelligence, engineering techniques, genetic coding systems, deep learning with its medical applications, and knowledge representation with its applications in education. It is an excellent source of references for researchers, graduate students, engineers, management practitioners, and undergraduate students interested in computer science and their applications in engineering and education.
Table of contents:
Computer Science for Manage of Natural and Engineering Processes
Interaction of Group of Bridge Piers on Scour
Mathematical Modeling Dynamics of the Process Dehydration and Granulation in the Fluidized Bed
Optimal Control of Point Source Intensity in a Porous Medium
Integrated Water Management and Environmental Rehabilitation of River Basins Using a System of Non-linear Criteria
Research on Logistics Center Location-Allocation Problem Based on Two-Stage K-Means Algorithms
Mathematical Modeling of Dynamic Heat-Mass Exchange Processes for a Spray-Type Humidifier
Packing Optimization Problems and Their Application in 3D Printing
Development of Low-Cost Internet-of-Things (IoT) Networks for Field Air and Soil Monitoring Within the Irrigation Control System
Evaluation Research on Technology Innovation Efficiency of High-End Equipment Manufacturing Based on DEA Malmquist Index Method—Taking Guangdong Province as an Example
Investigation of Load-Balancing Fast ReRouting Model with Providing Fair Priority-Based Traffic Policing
Tensor Multiflow Routing Model to Ensure the Guaranteed Quality of Service Based on Load Balancing in Network
The Method of Correction Functions in Problems of Optimization of Corroding Structures
Improving the Reliability of Simulating the Operation of an Induction Motor in Solving the Technical and Economic Problem
Research and Application of Storage Location Optimization in Warehousing Center of TPL Enterprises
Long-Term Operational Planning of a Small-Series Production Under Uncertainty (Theory and Practice)
Estimation of Hurst Parameter for Self-similar Traffic
Subduction in the Earth’s Lithosphere, Modeled as a Compressed Flow of Cubes Using the Discrete Element Method
The Spatial Characteristics of High-Speed Railway Noise Emission at Different Speeds
Research of Dynamic Stress on Assembly Process of Interference Fit Between Axle and Hole of Planetary Gear
MECE Guided Systematic Analysis and Fussy Assessment of Major Sports Event Broadcasting Center Service Quality—Take the 7th Military World Games as an Example
Vehicles’ Joint Motion Model Based on Dynamic Soft Rough Set
Resonance and Rational Numbers Distribution: An Universal Algorithm of Discrete States Occurrence in the Spectra of Various Nature Systems
Perfection of Computer Algorithms and Methods
On Unsupervised Categorization in Deep Autoencoder Models
Performance of Vectorized GPU-Algorithm for Computing -Caputo Derivative Values
On Calculation by the Linearization Method of Mixed Parametric and Self-oscillations at Delay
Adaptive Strategies in the Multi-agent “Predator-Prey” Models
Modernization of the Second Normal Form and Boyce-Codd Normal Form for Relational Theory
Abnormal Interference Recognition Based on Rolling Prediction Average Algorithm
Modified Generators of Poisson Pulse Sequences Based on Linear Feedback Shift Registers
The Improvement of Digital Signature Algorithm Based on Elliptic Curve Cryptography
Method Simultaneous Using GAN and RNN for Generating Web Page Program Code from Input Image
Method for Synthesis Scalable Fault-Tolerant Multi-level Topological Organizations Based on Excess Code
Spatial Transformer Steerable Nets for Rotation and Flip Invariant Classification
Hardware/Software Co-design for XML-Document Processing
Load Balancing in Software Defined Networks Using Multipath Routing
Information System Penetration Testing Using Web Attack Automated Simulation
Optimal Decision of Supply Chain Based on Nested Loop Algorithm from the Perspective of System Analysis
The Possibilistic Gustafson-Kessel Fuzzy Clustering Procedure for Online Data Processing
Distribution of Resources Between Composite Applications in a Hyperconverged System
Improvement of Merkle Signature Scheme by Means of Optical Quantum Random Number Generators
Improved Post-quantum Merkle Algorithm Based on Threads
Optimization of Stock Basing on Improved Grey Prediction Model: A Case Study on Garment Supply Chain
Computer Science for Medicine and Biology
Smart Prothesis: Sensorization, Humane Vibration and Processor Control
Detection of Ventricular Late Potentials in Electrocardiograms Using Machine Learning
Significant Parameters of the Keystroke for the Formation of the Input Field of a Convolutional Neural Network
Two-Layer Perceptron for Voice Recognition of Speaker’s Identity
Deduplication Method for Ukrainian Last Names, Medicinal Names, and Toponyms Based on Metaphone Phonetic Algorithm
Method of Recognition and Indexing of People’s Faces in Videos Using Model of Machine Learning
Operational Intelligence Software Concepts for Continuous Healthcare Monitoring and Consolidated Data Storage Ecosystem
Relations of the Genetic Code with Algebraic Codes and Hypercomplex Double Numbers
Use of Sustainable Innovation in Information System: Integrate Individual’s Spirit and Team Climate
Health Status Recognition System for Communication Equipment Based on Data Mining
Computer Science and Education
Technology-Enhanced Financial Education and Sustainability Goals
Construction of Individual Learning Scenarios
Mathematical Models of Formation and Functioning of Teams of Software Systems Developers
Open Data Platform Architecture and Its Advantages for an Open E-Government
The Problem of Double Costs in Blockchain Systems
Collaboration Based Simulation Model for Predicting Students’ Performance in Blended Learning
Experimental Evaluation of Phishing Attack on High School Students
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