Advances in Computer Science for Engineering and Education II

Name: Advances in Computer Science for Engineering and Education II
Brand: Springer
Price: 213.99 EUR
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Zhengbing Hu Sergey Petoukhov Ivan Dychka Matthew He(Editor)

Springer (Publisher)

1st Edition

Published on 28. March 2019

XVI, 671 pages

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978-3-030-16621-2 (ISBN)

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Content

Intro
Preface
Organization
Honorary Chairs
Chairs
General Co-chairs
International Program Committee
Steering Chairs
Local Organizing Committee
Publication Chairs
Contents
Computer Science for Manage of Natural and Engineering Processes
Malware Detection Using Artificial Neural Networks
Abstract
1 Introduction
2 Analysis of Literature Sources in the Field of Research
3 Improvement of Methodological Framework
4 Method for DNN Architecture Adaptation
5 Conclusions
References
Applying Wavelet Transforms for Web Server Load Forecasting
Abstract
1 Introduction
2 Analysis of Literature Sources in the Field of Research
3 Basic Principles of the Method
4 Effectiveness Criteria for Mother Wavelets
5 Basis Wavelet Type Selection Method
6 Conclusions
References
On the Calculation by the Method of Direct Linearization of Mixed Oscillations in a System with Limited Power-Supply
Abstract
1 Introduction
2 System Model
3 Replacing Nonlinear Functions with Linear Linearization Method
4 Equation Solutions
5 Stability Conditions for Stationary Solutions
6 Calculation
7 Conclusions
References
Dynamic Model of a Stepping Robot for Arbitrarily Oriented Surfaces
Abstract
1 Introduction
2 Related Work
3 Stepping Robot Principle
4 Stepping Robot Dynamic Model
5 Simulation Results
6 Conclusions
References
The Cryptography of Elliptical Curves Application for Formation of the Electronic Digital Signature
Abstract
1 Introduction
2 Elliptic Curve Cryptography in SSL and RSA
3 Digital Signature Algorithm Based on a Group of Points on an Elliptic Curve
4 Formation of the Electronic Digital Signature
5 Result and Discussion
6 Conclusions
References
Mathematical Model of Heat Exchange for Non-stationary Mode of Water Heater
Abstract
1 Introduction
2 Using Dynamic Models
3 Dynamical Model of Water Heater
4 Structural Scheme of the Heater's Mathematical Model
5 Simulation of the Dynamic Mode of the Water Heater
References
Applying Recurrent Neural Network for Passenger Traffic Forecasting
Abstract
1 Introduction
1.1 Passenger Flows Forecasting as a Non-stationary Time Series
1.2 Data Model
1.3 Objective
2 Related Works
3 Choosing a Neural Network to Predict Non-stationary Rows of Passenger Statistics
4 Method for Traffic Flow Forecasting Using RNN-LSTM
5 Conclusions
References
Thread Pool Parameters Tuning Using Simulation
Abstract
1 Introduction
2 Related Works
3 Petri-Object Simulation
4 Java Thread Pool
5 Model Description
6 Experimental Results
7 Conclusions
References
Hierarchical Coordination Method of Inter-area Routing in Backboneless Network
Abstract
1 Introduction
2 Flow-Based Model of Inter-area Routing in Backboneless Network
3 Development of Hierarchical Coordination Method of Inter-area Routing in Backboneless Network
4 Numerical Research of Hierarchical Coordination Method of Inter-area Routing in Backboneless Network
5 Conclusions
References
On Optimality Conditions for Job Scheduling on Uniform Parallel Machines
Abstract
1 Introduction
2 The Related Works
3 Analysis of the Problems
3.1 Transforming Objectives of Problems to Functions of Deviations of C^{*}
4 Sufficient Conditions of Optimality
4.1 Case When the Uniform Schedule Can Be Obtained (The First Sufficient Condition of Optimality)
4.2 Case When the Uniform Schedule Cannot Be Obtained
5 Conclusions
References
MPLS Traffic Engineering Solution of Multipath Fast ReRoute with Local and Bandwidth Protection
Abstract
1 Introduction
2 Classification of Fault-Tolerant Routing Means and Overview of Known Solutions
3 Flow-Based Fast ReRoute Model with Load Balancing in TCN
4 Conditions for Local and Bandwidth Protection for Fast Rerouting with Load Balancing in TCN
5 Investigation of the Proposed MPLS Traffic Engineering Solution of Multipath Fast ReRoute with Local and Bandwidth Protection
6 Conclusions
References
Visualization of Expert Evaluations of the Smartness of Sociopolises with the Help of Radar Charts
Abstract
1 Introduction
2 Related Work Section
3 Expert Evaluations of the Smartness of Sociopolises
4 Algorithm for Calculating the Area of a Polygon
5 Algorithm for Calculating the Area of the Wrong Polygon
6 Conclusions
References
Missing Data Imputation Through SGTM Neural-Like Structure for Environmental Monitoring Tasks
Abstract
1 Introduction
2 Review and Analysis of Existing Methods
3 Method of Filling the Missing Data on the Basis of the SGTM Neural-Like Structure
4 Simulation
5 Results and Comparison
6 Conclusions
References
Study of Theoretical Properties of PSC-Algorithm for the Total Weighted Tardiness Minimization for Planning Processes Automation
Abstract
1 Introduction
2 Theoretical Foundations of the PSC-Algorithm for the Problem Solving
3 Computational Studies of the PSC-Algorithm
4 Conclusions
References
Dosimetric Detector Hardware Simulation Model Based on Modified Additive Fibonacci Generator
Abstract
1 Dosimetric Detector
1.1 Introduction
1.2 DD Structural Scheme
2 Statistical Characteristics
3 Conclusions
References
Real-Time Flame Detection Using Hypotheses Generating Techniques
Abstract
1 Introduction
2 The Related Works
3 The Main Problems of the Flame Detection in Video Streams
4 The Hypotheses Generating Techniques for Video Streams Tracking Systems
5 Experiment Results
6 Conclusions
References
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions
Abstract
1 Introduction
2 Background and Related Work
3 Experimental and Computational Details
4 Results
5 Discussion
6 Conclusions
References
Mechanical Experimental Platform Construction Based on BOPPPS Model
Abstract
1 Introduction
2 The Status Quo of Experimental Teaching of Mechanical Specialty and the Requirements for Talent Development
2.1 Analysis of Problems in Mechanical Experimental Teaching
2.2 Requirements for Talent Development in Experimental Teaching
3 Reform of Mechanical Experiment Teaching Based on BOPPPS Model
3.1 Overview of the BOPPPS Model
3.2 The Reform of Experimental Teaching Content
3.3 The Reform of Experimental Organizational Form
3.4 The Reform of Experimental Assessment Methods
4 The Construction of Experimental Teaching Management Platform
4.1 System Architecture
4.2 The Function of Experimental Teaching Management Platform
5 Effect Analysis of Experimental Teaching Reform and Platform Practice
6 Conclusions
References
Training Platform Construction of Omni-Media Live Broadcast of Sport Event
Abstract
1 Introduction
2 Research Background of All-Media Live Broadcasting of Sports Events
3 Competence Requirements of Sports Media Professionals
3.1 Being Jack of All Trades
3.2 Strong Practical Ability
4 Basic Objectives and Principles of All-Media Live Training Platform Construction
4.1 Objectives of Training Platform Erecting
4.2 Principles of Training System Development
5 Building of the All-Media Live Training Platform for Sports Events
5.1 Composition of Integrated Platform System
5.2 System Architecture of Live Broadcasting Platform
5.3 The Characteristics of Sport Competition Live Training System
5.4 Team Construction of Live Training Platform
6 The Effect Analysis of All-Media Live Training Platform for Sports Events
6.1 Functional Evaluation of Live Broadcast Training Platform
6.2 The Use Effect of All-Media Live Training Platform for Sports Events
7 Conclusions
References
A Multi-object Tracking Method Based on Bounding Box and Features
Abstract
1 Introduction
2 Problem Description
3 Method
3.1 Checking Identical Objects
3.2 Identify Objects in Continuous Frames Based on IoU
3.3 Identify the Objects in Continuous Frames Based on Appearance Features
3.4 Multiple Object Tracking by Both Bounding Box and Appearance Features
4 Experiment Results
5 Conclusions
Acknowledgment
References
Traffic Orchestration in Data Center Network Based on Software-Defined Networking Technology
Abstract
1 Introduction
2 SDN-Based DCN Traffic Orchestration Method
2.1 Organization of Route Information
2.2 Procedure of the Multi-path Routing Tables Organization
2.3 Traffic Orchestration Procedure
3 Conclusion
References
Software/Hardware Co-design of the Microprocessor for the Serial Port Communications
Abstract
1 Introduction
2 Related Works
3 Microprocessor Architecture for Serial Port Communications
3.1 Stack Processors
3.2 SM8 Microprocessor
3.3 User-Defined Instructions
3.4 Dynamic Reconfiguration
3.5 Assembler of the SM8 Microprocessor
4 Experimental Results
5 Conclusions
References
Hardware Implementation Neural Network Controller on FPGA for Stability Ball on the Platform
Abstract
1 Introduction
2 Layout Design
3 Physical Modeling of the System
4 General Structure Diagram of the Neurocontroller
5 Development of Management System and Software
6 Conclusions
References
Perfection of Computer Algorithms and Methods
Convolution Polycategories and Categorical Splices for Modeling Neural Networks
Abstract
1 Introduction
2 Simulation of Neural Networks by Convolution Polycategories
3 Category Splices, Particle Mechanics and the Simplex Connection by R. Atkin
4 Conclusion
References
Algorithms for Forming a Knowledge Base for Decision Support Systems in Cybersecurity Tasks
Abstract
1 Introduction
2 Literature Review and Problem Posing
3 Purpose and Objectives
4 Methods and Models
5 Simulation Experiment
6 Discussion
7 Conclusion
References
Digital Signature Authentication Scheme with Message Recovery Based on the Use of Elliptic Curves
Abstract
1 Introduction
2 Related Work
3 Proposed Digital Signature Scheme with Message Recovery
3.1 Finding the General Parameters of a Digital Signature and Generating Keys
3.2 Formation of the Signature
3.3 Verification of the Signature
4 Results
5 Conclusions
References
Decomposition Method for Synthesizing the Computer System Architecture
Abstract
1 Introduction
2 Problem Analysis and Setting the Problem
3 Problem Solving
4 Discussion
5 Conclusions
References
Method of Distributed Two-Level Storage System Management in a Data Center
Abstract
1 Introduction
2 Related Work
3 The Model of Distributed Two-Level Data Storage with Replication
3.1 The Model of Direct and Reverse Migration of Data Blocks
3.2 Replication Model
4 The Method of Two-Level Data Storage Management
5 The Method of Data Replication Management
6 Modeling of the Two-Level Storage System and Replication of Data Blocks
7 Evaluation of Simulation Results
7.1 Simulation of Migrations
7.2 Simulation of Replication
8 Conclusions
References
Probability Models for Validity Evaluation
Abstract
1 Introduction
2 Main Part
3 Model Use Examples
4 Conclusions
References
Data Warhouses of Hybrid Type: Features of Construction
Abstract
1 Introduction
2 Related Works Section
3 Construction of Distributed Data Warehouses of the Hybrid Type
4 Use Distributed Hybrid Data Warehouses to Manage the Data of the Territorial Communities
5 Interface Level of the Information System
6 Advantages of Distributed Data Warehouses of the Hybrid Type
7 Conclusions
References
Routing Method Based on the Excess Code for Fault Tolerant Clusters with InfiniBand
Abstract
1 Introduction
2 Problem Statement
3 The Essence of the Proposed Method Without Excess Code
4 Using the Excess Code to Improve the Proposed Method
4.1 What Is the Excess Code 0/1/-1?
4.2 How It Used in Topology Synthesis
4.3 Main Advantages (and Disadvantages) of Topology
5 Conclusion
References
The Methods to Improve Quality of Service by Accounting Secure Parameters
Abstract
1 Introduction
2 Self-similar and Multifractal Traffic's Properties
3 Method of Buffering and Control of Channel Capacity
4 Calculating of Routing Cost Method in the Network
5 Simulation of the Developed Methods
6 Discussion and Conclusion
References
Keystroke Pattern Authentication of Computer Systems Users as One of the Steps of Multifactor Authentication
Abstract
1 Introduction
2 Problem Solving
3 Experimental Part
4 Conclusions
References
Complexity Estimation of GL-Models for Calculation FTMS Reliability
Abstract
1 Introduction
2 GL-Model
3 Formulation of the Problem
4 Complexity Estimation of the GL-Model of Non-basic FTMS
5 Conclusions
References
Game Method of Event Synchronization in Multi-agent Systems
Abstract
1 Introduction
2 Statement of the Game Task of Event Synchronization
3 Game Method for Solving the Event Synchronization Task
4 Results of Computer Simulation
5 Conclusion
References
Optimization of the Method of Technical Analysis of Cryptocurrency Price Differences Movements
Abstract
1 Introduction
2 Guidelines for Working with Cryptocurrency Arbitrage
3 Optimization of the Method of Technical Analysis
3.1 The Optimization of "Buy - Sell" Model
3.2 Data Processing and Analysis
3.3 Optimization of Algorithm Parameters
3.4 Visualization of the Results
4 Conclusions
References
Statistical Research of Efficiency of Approximation Algorithms for Planning Processes Automation Problems
Abstract
1 Introduction
2 Basic Provisions for the PSC-Algorithms for TWT and TT Problems Solving
3 Structure of Approximation Algorithms for the Problems
4 Estimation of the Deviation of the Approximate Solution from the Optimum for TT Problem
4.1 Construction of an Estimate of the Maximum Possible Decrease in the Functional Value in the Current Sequence After Executing a Specified Number of Iterations of the Exact PSC-Algorithm
4.2 Estimation of the Maximum Possible Deviation of the Functional Value from the Optimum After Executing the Approximation Algorithm for TT Problem Solving
5 Computational Studies of the Approximation Algorithms
6 Conclusions
References
Data Mining and Nonlinear Non-stationary Processes Forecasting by Using Linguistic Modeling Method
Abstract
1 Introduction
2 The Linguistic Modeling Method
3 Practical Implementation
4 Conclusions
References
Multicriteria Choice of Software Architecture Using Dynamic Correction of Quality Attributes
Abstract
1 Introduction
2 The Model of the Quality Criteria Correction for SA Alternatives
3 Case Study for the Method
4 Conclusions
References
Effect of the Noise on Generalized Peres Gate Operation
Abstract
1 Introduction
2 The Model of the Peres Gate
3 Simulation of the Noise in the Generalized Peres Gate
4 Conclusions
References
Analysis of Propaganda Elements Detecting Algorithms in Text Data
Abstract
1 Introduction
1.1 Related Works
2 Statement of Problems
3 Identify the Signs
4 Discussion and Conclusions
References
Digital Filters Optimization Modelling with Non-canonical Hypercomplex Number Systems
Abstract
1 Introduction
2 Digital Filters with Real and Hypercomplex Coefficients Equivalenting Method
3 Parametric Sensitivity Optimization Method
4 Conclusions
References
Approximation Algorithm for Parallel Machines Total Tardiness Minimization Problem for Planning Processes Automation
Abstract
1 Introduction
2 Approximation Algorithm for the Problem Solving
3 Computational Studies of the Algorithm
4 Conclusions
References
Computer Science for Medicine and Biology
The Ontology as the Core of Integrated Information Environment of Chinese Image Medicine
Abstract
1 Introduction
2 Related Work
3 Results and Discussion
4 Conclusions
References
Model of the Data Analysis Process to Determine the Person's Professional Inclinations and Abilities
Abstract
1 Introduction
2 Main Part
3 Results
4 Conclusions
References
The Architecture of Mobile Information System for Providing Safety Recommendations During the Trip
Abstract
1 Introduction
2 Related Work
2.1 The Analysis of Danger Sources
2.2 Information Systems for Danger Level Detection and Following User Informing
3 The Functionality and Architecture of the Safety Recommender System
4 Conclusions
References
Research and Determination of Personal Information Security Culture Level Using Fuzzy Logic Methods
Abstract
1 Introduction
2 The Aim of Research
3 Related Works
4 Research Methods and Data Collection
5 Assessment of the Level of Personal Information Security Culture
6 Conclusions and Perspectives
References
Anomalies Detection Approach in Electrocardiogram Analysis Using Linguistic Modeling
Abstract
1 Introduction
1.1 Related Work
1.2 Researches Tasks
1.3 Linguistic Model
1.4 ECG Methods
2 Mathematical Approach to Recognizing Anomalies
2.1 The Subtask of Interval Splitting
2.2 The Subtask of Linguistics
2.3 The Subtask of Anomalies Searching
3 Abnormal Patterns from LPDB
4 Discussion
5 Conclusions
References
Information Technologies for Teaching Children with ASD
Abstract
1 Introduction
2 Related Works
2.1 Features of Teaching Children with ASD
2.2 The Variety of Information Technologies for Students with ASD
2.3 ICT in Support of Communication for Students with ASD
2.4 Assistive Technologies for the Improvement of Social Skills
2.5 Assistive Technology for Academic Learning
3 Features of the ICT Evaluation, Designed for the Education of Children with ASD
3.1 The Digests of Applications for Children with ASD
3.2 Accessibility and Usability Demands
4 The Model of the Recommender System
5 Conclusions
References
Connections Between Long Genetic and Literary Texts. The Quantum-Algorithmic Modelling
Abstract
1 Introduction
2 On the Principle of Binary Oppositions in the DNA Alphabet and in the Alphabet of Russian Language
3 On Similar Properties in Long DNA Sequences
4 Conclusions
Acknowledgment
References
On Symmetries Inside Complete Sets of Chromosomes
Abstract
1 Introduction
2 Chains of Hydrogen Bonds of DNA in Different Chromosomes
3 On the Modeling Approach with the Tensor Product of Vectors
4 Conclusions
References
Elastic and Non-elastic Properties of Cadherin Ectodomain: Comparison with Mechanical System
Abstract
1 Introduction
2 Methods
2.1 Cadherin Protein Model with Different Ions
2.2 Molecular Dynamics Simulations
3 Results
3.1 Steered Molecular Dynamics Simulations
3.2 Properties of Elasticity and Plasticity for Cadherin with Ions
3.3 Comparison of Cadherin Simulations with Mechanical Piston-Spring System
3.4 Model Glu-cation-Glu
4 Conclusion
Funding
References
Multidimensional Approach for Analysis of Chromosomes Nucleotide Composition
Abstract
1 Introduction
2 Mathematical Description of Physical Chemistry of Chromosomes and Symmetric Hadamard Matrices of Genetic Sub-alphabets
2.1 Related Works
2.2 Genetic Coding as a System of Orthogonal Walsh Functions
2.3 Scale-Free Parametrization of Chromosomes Nucleotide Composition
2.4 Geometrization
3 Examples of Multidimensional Analysis of Chromosomes Nucleotide Composition
3.1 3-D Visualization of Chromosomes Nucleotide Composition
3.2 2-D Analysis of Chromosomes Nucleotide Composition
3.3 1-D Analysis of Chromosomes Nucleotide Composition
4 Discussion and Results
5 Conclusions
Acknowledgments
References
Computer Science and Education
The Student Training System Based on the Approaches of Gamification
Abstract
1 Introduction
2 Theoretical Background
3 The Results and Discussion
3.1 The Education System as a Set of Agents
3.2 The System Description
4 Results and Discussion
5 Conclusions and Prospects for Further Research
References
Electrical Engineering Disciplines Teaching System for Students with Special Needs
Abstract
1 Introduction
2 Related Works
3 Materials and Methods
4 Conclusions and Perspectives of Further Scientific Developments
References
Method and Model of Analysis of Possible Threats in User Authentication in Electronic Information Educational Environment of the University
Abstract
1 Introduction
2 Literature Review and Problem Posing
3 Purpose and Objectives
4 Methods and Models
5 Simulation Experiment
6 Discussion
7 Gratitude
8 Conclusions
References
Implementation of Active Learning in the Master's Program on Cybersecurity
Abstract
1 Introduction
2 Related Works
3 Active Learning in the Cybersecurity
4 Cybersecurity Master's Program
5 Course Implementation Example
6 Experimental Research of the Program Implementation
7 Experimental Research in Master's Diplomas
8 Gratitude
9 Conclusions and Future Work
References
Predicting Pupil's Successfulness Factors Using Machine Learning Algorithms and Mathematical Modelling Methods
Abstract
1 Introduction
2 Related Work Analysis
3 Main Part of Research
4 Results and Discussion
5 Conclusions
References
Modeling of a Cooperative Distance Learning Environment: The Case of Optimal Size of Training Groups
Abstract
1 Introduction
2 Related Work
3 Methods and the Model
4 Results Analysis
5 Conclusions, Limitations and Future Work
References
Ontology-Based Approach for E-learning Course Creation Using Chunks
Abstract
1 Introduction
2 The Chunk Based Approach to Ontology Driven LMS
2.1 The Didactic Ontology
2.2 Test Questions and Quizzes Generated Using the Chunks
3 E-Learning Process Based on Chunks
4 Ontology-Based Plugin for MOODLE
5 Conclusions
References
Batch Size Influence on Performance of Graphic and Tensor Processing Units During Training and Inference Phases
Abstract
1 Introduction
2 Background and Related Work
3 Experimental and Computational Details
4 Results
4.1 GPU
4.2 TPU
5 Discussion
6 Conclusions
References
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Advances in Computer Science for Engineering and Education II

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