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Advances in Computer Science for Engineering and Education II

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Table of Contents

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    Book Overview
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    Chapter 1 Malware Detection Using Artificial Neural Networks
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    Chapter 2 Applying Wavelet Transforms for Web Server Load Forecasting
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    Chapter 3 On the Calculation by the Method of Direct Linearization of Mixed Oscillations in a System with Limited Power-Supply
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    Chapter 4 Dynamic Model of a Stepping Robot for Arbitrarily Oriented Surfaces
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    Chapter 5 The Cryptography of Elliptical Curves Application for Formation of the Electronic Digital Signature
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    Chapter 6 Mathematical Model of Heat Exchange for Non-stationary Mode of Water Heater
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    Chapter 7 Applying Recurrent Neural Network for Passenger Traffic Forecasting
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    Chapter 8 Thread Pool Parameters Tuning Using Simulation
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    Chapter 9 Hierarchical Coordination Method of Inter-area Routing in Backboneless Network
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    Chapter 10 On Optimality Conditions for Job Scheduling on Uniform Parallel Machines
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    Chapter 11 MPLS Traffic Engineering Solution of Multipath Fast ReRoute with Local and Bandwidth Protection
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    Chapter 12 Visualization of Expert Evaluations of the Smartness of Sociopolises with the Help of Radar Charts
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    Chapter 13 Missing Data Imputation Through SGTM Neural-Like Structure for Environmental Monitoring Tasks
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    Chapter 14 Study of Theoretical Properties of PSC-Algorithm for the Total Weighted Tardiness Minimization for Planning Processes Automation
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    Chapter 15 Dosimetric Detector Hardware Simulation Model Based on Modified Additive Fibonacci Generator
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    Chapter 16 Real-Time Flame Detection Using Hypotheses Generating Techniques
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    Chapter 17 Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic Conditions
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    Chapter 18 Mechanical Experimental Platform Construction Based on BOPPPS Model
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    Chapter 19 Training Platform Construction of Omni-Media Live Broadcast of Sport Event
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    Chapter 20 A Multi-object Tracking Method Based on Bounding Box and Features
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    Chapter 21 Traffic Orchestration in Data Center Network Based on Software-Defined Networking Technology
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    Chapter 22 Software/Hardware Co-design of the Microprocessor for the Serial Port Communications
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    Chapter 23 Hardware Implementation Neural Network Controller on FPGA for Stability Ball on the Platform
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    Chapter 24 Convolution Polycategories and Categorical Splices for Modeling Neural Networks
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    Chapter 25 Algorithms for Forming a Knowledge Base for Decision Support Systems in Cybersecurity Tasks
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    Chapter 26 Digital Signature Authentication Scheme with Message Recovery Based on the Use of Elliptic Curves
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    Chapter 27 Decomposition Method for Synthesizing the Computer System Architecture
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    Chapter 28 Method of Distributed Two-Level Storage System Management in a Data Center
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    Chapter 29 Probability Models for Validity Evaluation
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    Chapter 30 Data Warhouses of Hybrid Type: Features of Construction
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    Chapter 31 Routing Method Based on the Excess Code for Fault Tolerant Clusters with InfiniBand
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    Chapter 32 The Methods to Improve Quality of Service by Accounting Secure Parameters
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    Chapter 33 Keystroke Pattern Authentication of Computer Systems Users as One of the Steps of Multifactor Authentication
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    Chapter 34 Complexity Estimation of GL-Models for Calculation FTMS Reliability
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    Chapter 35 Game Method of Event Synchronization in Multi-agent Systems
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    Chapter 36 Optimization of the Method of Technical Analysis of Cryptocurrency Price Differences Movements
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    Chapter 37 Statistical Research of Efficiency of Approximation Algorithms for Planning Processes Automation Problems
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    Chapter 38 Data Mining and Nonlinear Non-stationary Processes Forecasting by Using Linguistic Modeling Method
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    Chapter 39 Multicriteria Choice of Software Architecture Using Dynamic Correction of Quality Attributes
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    Chapter 40 Effect of the Noise on Generalized Peres Gate Operation
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    Chapter 41 Analysis of Propaganda Elements Detecting Algorithms in Text Data
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    Chapter 42 Digital Filters Optimization Modelling with Non-canonical Hypercomplex Number Systems
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    Chapter 43 Approximation Algorithm for Parallel Machines Total Tardiness Minimization Problem for Planning Processes Automation
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    Chapter 44 The Ontology as the Core of Integrated Information Environment of Chinese Image Medicine
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    Chapter 45 Model of the Data Analysis Process to Determine the Person’s Professional Inclinations and Abilities
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    Chapter 46 The Architecture of Mobile Information System for Providing Safety Recommendations During the Trip
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    Chapter 47 Research and Determination of Personal Information Security Culture Level Using Fuzzy Logic Methods
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    Chapter 48 Anomalies Detection Approach in Electrocardiogram Analysis Using Linguistic Modeling
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    Chapter 49 Information Technologies for Teaching Children with ASD
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    Chapter 50 Connections Between Long Genetic and Literary Texts. The Quantum-Algorithmic Modelling
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    Chapter 51 On Symmetries Inside Complete Sets of Chromosomes
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    Chapter 52 Elastic and Non-elastic Properties of Cadherin Ectodomain: Comparison with Mechanical System
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    Chapter 53 Multidimensional Approach for Analysis of Chromosomes Nucleotide Composition
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    Chapter 54 The Student Training System Based on the Approaches of Gamification
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    Chapter 55 Electrical Engineering Disciplines Teaching System for Students with Special Needs
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    Chapter 56 Method and Model of Analysis of Possible Threats in User Authentication in Electronic Information Educational Environment of the University
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    Chapter 57 Implementation of Active Learning in the Master’s Program on Cybersecurity
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    Chapter 58 Predicting Pupil’s Successfulness Factors Using Machine Learning Algorithms and Mathematical Modelling Methods
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    Chapter 59 Modeling of a Cooperative Distance Learning Environment: The Case of Optimal Size of Training Groups
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    Chapter 60 Ontology-Based Approach for E-learning Course Creation Using Chunks
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    Chapter 61 Batch Size Influence on Performance of Graphic and Tensor Processing Units During Training and Inference Phases
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Title
Advances in Computer Science for Engineering and Education II
Published by
Springer International Publishing, June 2019
DOI 10.1007/978-3-030-16621-2
ISBNs
978-3-03-016620-5, 978-3-03-016621-2
Editors

Hu, Zhengbing, Petoukhov, Sergey, Dychka, Ivan, He, Matthew

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