Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2019

Name: Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2019
Brand: Springer
Price: 149.79 EUR
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Aboul Ella Hassanien Khaled Shaalan Mohamed Fahmy Tolba(Editor)

Springer (Publisher)

1st Edition

Published on 2. October 2019

XXII, 1090 pages

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978-3-030-31129-2 (ISBN)

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Content

Intro
Preface
Organization
Honorary Chairs
General Chair
Program Chairs
International Advisory Board
Publicity Chairs
Technical Program Committee
Local Arrangement Chairs
Keynote Speaker
Contents
Machine Learning and Applications
Optimizing Self-Organizing Maps Parameters Using Genetic Algorithm: A Simple Case Study
Abstract
1 Introduction
2 Overview of Used Algorithms
2.1 The Self-Organizing Maps (SOM) Algorithm
2.2 The Genetic Algorithm
3 The Proposed Approach
4 Experimental Results
5 Conclusion and Future Work
References
Rough Sets Based on Possibly Indiscernible Classes in Incomplete Information Tables with Continuous Values
1 Introduction
2 Rough Sets by Using Indiscernible Classes in Complete Information Systems with Continuous Values
3 Rough Sets by Possibly Indiscernible Classes in Incomplete Information Systems with Continuous Domains
4 Conclusions
References
Intelligent Watermarking System Based on Soft Computing
Abstract
1 Introduction
2 Literature Review and Related Work
3 The Proposed System
3.1 Problem Formulation
3.2 Watermark Embedding Stage
3.3 Watermark Extraction Stage
4 Experimental Results
4.1 Watermark Invisibility
4.2 Watermark Robustness
4.3 Robustness Comparison with Other Methods
5 Conclusion and Future Work
References
Predicting Student Retention Among a Homogeneous Population Using Data Mining
1 Introduction
2 Related Work
3 Methodology
3.1 The Dataset
3.2 Data Preprocessing
3.3 Predictive Modelling
4 Results and Discussion
4.1 Research Questions
5 Conclusion
References
The Significance of Artificial Intelligence in Arabian Horses Identification System
Abstract
1 Introduction
2 Materials and Methods
2.1 Data Set Collection and Camera Setting
2.2 SIFT Features
2.3 SURF Features
2.4 Artificial Neural Network (ANN)
2.5 Convolutional Neural Network (CNN)
2.6 Support Vector Machines (SVMs)
3 The Proposed Identification System
3.1 Pre-processing Phase
3.2 Augmentation Phase
3.3 Iris Features Segmentation Phase
3.4 Classification Phase
4 Experimental Results and Discussion
5 Conclusion and Future Work
References
A Neuro-Fuzzy Based Approach for Energy Consumption and Profit Operation Forecasting
1 Introduction
2 Energy Consumption Forecast Using Data That Has Been Processed
3 Variables That Influence the Consumption and Profit Operation of Electrical Energy Production
4 The Proposed Approach
4.1 Neural Network (ANN) Raw Data
4.2 The Proposed Neuro-Fuzzy Technique
5 Results and Discussion
5.1 Maximizing Profit Using the Proposed Neuro-Fuzzy Technique
6 Conclusion and Future Work
References
Analysis the Consumption Behavior Based on Weekly Load Correlation and K-means Clustering Algorithm
Abstract
1 Introduction
2 Theory of K-means Clustering Algorithm
3 Application of K-means Clustering Algorithm to Power Consumption Analysis
4 Clustering Analysis of Users' Power Consumption Behavior Based on Weekly Load Correlation
5 Experimental Simulation and Analysis
6 Conclusion
References
Feature Extraction Using Semantic Similarity
Abstract
1 Introduction
2 Related Work
3 Proposed Model for Feature Extraction Using Semantic Similarity
3.1 Feature Extraction
3.2 Feature Extraction Based on Semantic Similarity
4 Experiments and Results
4.1 Dataset Description
4.2 Performance Measures
4.3 Analysis and Results
5 Conclusion and Future Work
References
Big Data Analytics Concepts, Technologies Challenges, and Opportunities
Abstract
1 Introduction
2 Big Data Analytics
2.1 Big Data Analytics Architecture
2.2 Big Data Analysis Frameworks and Platforms
3 Data Preprocessing
4 Conclusion and Future Directions
References
Plantar Fascia Ultrasound Images Characterization and Classification Using Support Vector Machine
Abstract
1 Introduction
2 The Methodology and Proposed Approach
2.1 Materials and PF Data Collection
2.2 Preprocessing
2.3 Segmentation
2.4 Feature Extraction
2.5 Feature Normalization
2.6 Feature Ranking and Selection
2.7 Classification
3 Support Vector Machines
4 Experimental Results and Discussion
4.1 Feature Extraction and Selection Analysis
4.2 Classification Analysis
5 Conclusions
References
Swarm Optimization and Applications
A Novel EEG Classification Technique Based on Particle Swarm Optimization for Hand and Finger Movements
Abstract
1 Introduction
2 Methods
2.1 Data Acquisition
2.2 Discrete Wavelet Transform
2.3 Particle Swarm Algorithm
3 Proposed System
4 Experimental Results
5 Conclusion and Future Work
References
PSO-Based Adaptive Perturb and Observe MPPT Technique for Photovoltaic Systems
1 Introduction
2 Modeling of Photovoltaic System
3 P&O with PI MPPT Control Algorithm
4 Proposed PSO-PI Perturb and Observe MPPT Method
5 Simulation Results and Discussion
6 Conclusion
References
Particle Swarm Optimization and Grey Wolf Optimizer to Solve Continuous p-Median Location Problems
Abstract
1 Introduction
2 WGO & PSO for Solving p-Median Location Problem
2.1 Grey Wolf Optimizer
2.2 Particle Swarm Optimization
3 Computational Results
4 Conclusions
References
Optimization of UPS Output Waveform Based on Single-Phase Bridge Inverter
Abstract
1 Introduction
2 Preliminary Knowledge
2.1 Unidirectional Half-Bridge Inverter Circuit
2.2 Unidirectional Full Bridge Inverter Circuit
2.3 Unidirectional Full Bridge Inverter Circuit
3 Improved Circuit for Single-Phase Full Bridge Inverter
3.1 Add LC Filter to the Output of Inverter
3.2 The Inverter Circuit of Phase-Shifting Superposition Step Wave
4 Verify the Improved Circuit
5 Conclusions and Future Work
References
E-Health Parkinson Disease Diagnosis in Smart Home Based on Hybrid Intelligence Optimization Model
1 Introduction
2 The Proposed ALO-DEELM Model
3 Experimental Results and Discussion
3.1 Dataset Description
3.2 Model Performance Measures
3.3 Numerical Results and Discussion
4 Conclusion and Future Work
References
Multi-time Source Selection Optimization Algorithm for Time Synchronization System
Abstract
1 Introduction
2 Time Source and Time Synchronization Device
2.1 Time Source
2.2 Time Synchronization Device Structure
3 Multi-time Source Selection Optimization Algorithm
3.1 A Validity Test
3.2 Priority Detection
3.3 Weighted Synthesis Algorithm
3.4 Time Source Switching
4 Experimental Simulation
4.1 Simulation Design
4.2 Results Analysis
5 Conclusion
References
Optimal Design of PID Controller for 2-DOF Drawing Robot Using Bat-Inspired Algorithm*-10pt
1 Introduction
2 Methodology
2.1 Dynamic Model of the Manipulator
2.2 Manipulator Modeling and Working Principle
3 PID Controller Design
4 Results and Discussion
4.1 Simulation Results
4.2 Experimental Results
5 Conclusion
References
Secondary Virtual Circuit Test Scheme Based on Intelligent Substation SCD File
Abstract
1 Introduction
2 Intelligent Substation SCD File
3 Secondary Virtual Circuit and Virtual Terminal
4 Scheme for Secondary Virtual Circuit Test in Intelligent Substation
4.1 Static Test Scheme
4.2 Dynamic Test Scheme
4.2.1 GOOSE Virtual Circuit Test
4.2.2 SV Virtual Circuit Test
5 Engineering Application
6 Conclusions
References
An Efficient Organizations' Bitcoin Wallet Signature Scheme
Abstract
1 Introduction
2 Organization Model and Security Requirements
2.1 System Model
2.2 Organization Wallet Access Requirements
3 The Proposed Organizations' Bitcoin Wallet Signature Scheme
3.1 Key Generation
3.2 Encapsulated Operation Signature
3.3 Encapsulated Financial Signature
3.4 Organizational Wallet Signature
4 Security Analysis
5 Conclusion
References
Robotic and Control Systems
Chaotic Control in Fractional-Order Discrete-Time Systems
1 Introduction
2 Preliminaries
3 Main Results
4 Applications
4.1 Control of the 2D Fractional Discrete Double Scroll
4.2 Control of 3D Fractional-Order Generalized Hénon map
5 Conclusion
References
Synchronization of Fractional-Order Discrete-Time Chaotic Systems
1 Introduction
2 Basic Concepts
3 Theoretical Results
4 Numerical and Simulation Example
4.1 Drive-Response Systems Description
4.2 Synchronization of Fractional Discrete-Time Lorenz System And Fractional Generalized Hénon Map
5 Conclusion
References
PID Controller for 2-DOFs Twin Rotor MIMO System Tuned with Particle Swarm Optimization
1 Introduction
2 Twin Rotor Multi Input Multi Output System Modeling
2.1 Mathematical Model Based on Euler-Lagrange Equations
2.2 System Hardware
3 Simulation Results
3.1 Classical Tuning Methods
3.2 Metaheuristic Tuning Method
4 Discussion
5 Conclusion
References
Direct Torque Control of Three Phase Asynchronous Motor with Sensorless Speed Estimator
1 Introduction
2 Modeling of the Asynchronous Motor
2.1 Electrical Equations
2.2 Magnetic Equations
2.3 Mechanical Equations
3 Principle and Modeling of the DTC
3.1 Choice of Voltage Vector Vs
3.2 Development of the Control Table
4 Speed Estimation and Control
5 Numerical Simulations and Discussions
6 Conclusion
References
Robust H-Infinity Decentralized Control for Industrial Cooperative Robots
1 Introduction
2 Problem Definition
3 Robust H-Infinity Distributed Controller Design for the Cooperative Robotic Setup
4 Numerical and Simulation Example
5 Discussion
6 Conclusion
References
Adaptive Terminal-Integral Sliding Mode Force Control of Elastic Joint Robot Manipulators in the Presence of Hysteresis*-10pt
1 Introduction
2 Hysteresis Modeling
3 Dynamic Model Equations of the Flexible Robotic Manipulator
4 Terminal-Integral Sliding Mode Force Controller Design
5 Simulation Results and Discussions
6 Conclusion
References
Controlling Chaotic System via Optimal Control*-10pt
1 Introduction
2 System Description
2.1 Chaotic Attractor of the System
2.2 Behavior of Equilibria
3 Optimal Control of Chaotic System
4 Numerical Simulation Results
5 Conclusion
References
Implementation of PID Controller with PSO Tuning for Autonomous Vehicle
1 Introduction
2 System Dynamics Model
3 PID Controller Design
3.1 PID Tuning Methods
4 Results and Implementation
5 Conclusion
References
Tuning of PID Controller Using Particle Swarm Optimization for Cross Flow Heat Exchanger Based on CFD System Identification
Abstract
1 Introduction
2 Mathematical Modeling
2.1 Governing Equations
2.2 Physical Domain and Boundary Conditions
3 Fluid Flow Results and Discussion
3.1 CFD Results Validation
4 System Identification
4.1 PID Controller Design
5 Conclusion
References
Design and Implementation of a Ball and Beam PID Control System Based on Metaheuristic Techniques
Abstract
1 Introduction
2 Ball and Beam System Mechanical Configuration
2.1 Ball and Beam State Space Model
3 Ball and Beam System Machine Vision
4 Control System Design of Ball and Beam
4.1 DC Motor Inner Loop: Position Controller
4.2 Outer Loop Controller Design
5 Conclusion
References
Sentiment Analysis, E-learning and Social media Education
Student Sentiment Analysis Using Gamification for Education Context
Abstract
1 Introduction
2 Sentiment Analysis
2.1 Sentiment Processing
2.2 Sentiment in Learning
3 Gamification
4 Sentiment Analysis Classifier (SAR)
4.1 Text Processing
4.2 Classification Features
4.3 Machine Learning Classifiers
4.4 Sentiment Dataset
5 Sentiment Analysis Classifier Results
6 Conclusion and Future Work
References
A Modified Fuzzy Sentiment Analysis Approach Based on User Ranking Suitable for Online Social Networks
Abstract
1 Introduction and Related Work
2 Problem Definition
3 Proposed Model
3.1 Data Collection and Storage
3.2 Lexicon-Based Sentiment Classification
3.3 Social Network Analysis and Users Ranking
3.4 Fuzzy Based Sentiment Classification
3.5 Sentiment Polarity Classes
4 Experimental Results
5 Conclusion
References
An Empirical Investigation of Students' Attitudes Towards the Use of Social Media in Omani Higher Education
Abstract
1 Introduction
2 Literature Review
3 Method
3.1 Context and Subjects
3.2 Survey Structure
4 Results
5 Discussion
6 Conclusion and Future Work
References
Understanding the Impact of Social Media Practices on E-Learning Systems Acceptance
Abstract
1 Introduction
2 Hypotheses Development and Theoretical Model
2.1 Knowledge Sharing (KS)
2.2 Social Media Features (SMF)
2.3 Motivation and Uses (MU)
2.4 Perceived Ease of Use (PEOU) and Perceived Usefulness (PU)
3 Research Methodology
3.1 Context and Subjects
3.2 Data Analysis
4 Findings
4.1 Measurement Model Assessment
4.2 Structural Model Assessment
5 Conclusion and Future Work
References
A Unified Model for the Use and Acceptance of Stickers in Social Media Messaging
Abstract
1 Introduction
2 Theoretical Framework and Research Model
2.1 TAM Theory
2.2 Model Uses and Gratification Theory (U&G)
2.3 The Research Model
3 Research Methodology
3.1 Sample and Data Collection
3.2 Students' Personal Information/Demographic Data
4 Findings and Discussion
4.1 Measurement Model Analysis
4.2 Structural Model Analysis
5 Discussion and Implication
References
The Relation Between Social Media and Students' Academic Performance in Jordan: YouTube Perspective
Abstract
1 Introduction
2 Research Model and Hypotheses
2.1 YouTube Features with Academic Performance (YTF)
2.2 Social Bookmarking (SB) and Academic Performance
2.3 YouTube Uses and Perceived Usefulness (PU)
2.4 Use of Social Media with Academic Performance (UOSM)
3 Research Methodology
4 Findings and Discussion
4.1 Measurement Model Analysis
4.2 Structural Model Analysis
5 Conclusion
References
Critical Success Factors for Implementing Artificial Intelligence (AI) Projects in Dubai Government United Arab Emirates (UAE) Health Sector: Applying the Extended Technology Acceptance Model (TAM)
Abstract
1 Introduction
2 Research model and hypotheses
2.1 Managerial Factors
2.2 Organizational Factors
2.3 Operational Factors
2.4 Strategic Factors
2.5 The Information Technology (IT) infrastructure factor
2.6 The constructs of Technology Acceptance Model
2.6.1 Perceived Ease of Use (PEOU)
2.6.2 Perceived Usefulness (PU)
2.6.3 Attitude Towards Use (ATU)
2.6.4 Behavioral Intention (BI)
2.6.5 Actual System Use (ASU)
3 Research Methodology
4 Findings and Discussion
4.1 Measurement Model Analysis
4.2 Structural Model Analysis
5 Conclusion and future works
Acknowledgment
References
Examining the Main Mobile Learning System Drivers' Effects: A Mix Empirical Examination of Both the Expectation-Confirmation Model (ECM) and the Technology Acceptance Model (TAM)
Abstract
1 Introduction
2 Research Model and Hypotheses
2.1 Social Influence Effect on Both Perceived Ease of Use and Perceived Usefulness
2.2 Expectation-Confirmation Effect on Both Perceived Usefulness and Satisfaction
2.3 Perceived Ease of Use, Perceived Usefulness, Satisfaction and Continuous Intention
2.4 Continuous Intention Effect on Actual Use
3 Research Methodology
4 Findings and Discussion
4.1 Measurement Model Analysis
4.2 Structural Model Analysis
5 Conclusion and Future Works
References
Evaluation of Different Sarcasm Detection Models for Arabic News Headlines
Abstract
1 Introduction
2 Related Work
2.1 Sarcasm Detection Models
2.2 Datasets
3 Models Construction
3.1 Scrapped Dataset
3.2 Data Representation
3.3 Architectures
4 Experiment and Results
5 Conclusion
Acknowledgment
References
The Impact of De-marketing in Reducing Jordanian Youth Consumption of Energy Drinks
Abstract
1 Introduction
2 Paper Hypotheses
3 Literature Review
3.1 Health Issues Caused by Energy Drinks
4 Research Methodology
4.1 Demographic Variables
5 Data Analysis
6 Descriptive Analysis
7 Hypothesis Analysis
8 Conclusion
9 Recommendations
References
The Relationship Between Digital Media and Marketing Medical Tourism Destinations in Jordan: Facebook Perspective
Abstract
1 Introduction
2 Research Model
2.1 TAM
2.2 TAM Technology Acceptance Model with Facebook Features
2.3 TAM Technology Acceptance Model and Tourism Advertising via Facebook
2.4 Demographic Variables and Technology Acceptance Model TAM
3 Research Methodology
3.1 Target Population and Unity of Analysis (UOA)
4 Findings and Discussion
4.1 Analysis of the Measurement Model
4.2 Structural Model Analysis
5 Conclusion
References
Examining the Effect of Knowledge Management Factors on Mobile Learning Adoption Through the Use of Importance-Performance Map Analysis (IPMA)
Abstract
1 Introduction
2 Hypotheses Development and Research Model
2.1 Knowledge Acquisition (KA)
2.2 Knowledge Sharing (KS)
2.3 Knowledge Application (KAP)
2.4 Knowledge Protection (KP)
3 Research Methodology
3.1 Context and Subjects
3.2 Research Instrument
3.3 Data Analysis
4 Results
4.1 Measurement Model Assessment
4.2 Importance-Performance Map Analysis
5 Implications for Research and Practice
6 Conclusion and Future Work
Acknowledgment
References
Toward the Automatic Correction of Short Answer Questions
Abstract
1 Introduction
2 Machine Learning
2.1 Text Similarity in Deep Learning
2.2 Text Classification in Deep Learning
3 The Proposed NLP-Based Short Answer Correction System
3.1 The Complete Model Answers Predicate Extraction Stage
3.2 The Student Answer Correction Stage
3.3 The Student Answer Scoring Stage
4 The Proposed Machine Learning Short Answer Correction System
4.1 The Proposed Short Answer Correction Based on Feature-Engineering
4.2 The Proposed Short Answer Correction Based on Deep Learning
5 Results and Discussion
5.1 The Proposed NLP-Based Short Answer Correction System
5.2 The Proposed Short Answer Correction Based on Feature-Engineering
5.3 The Proposed Short Answer Correction Based on Deep Learning
5.4 The Result
6 Conclusion and Future Work
References
Machine and Deep Learning Algorithms
A Novel Automatic CNN Architecture Design Approach Based on Genetic Algorithm
Abstract
1 Introduction
2 Related Work
2.1 Evolutionary Algorithms-Based
2.2 Reinforcement Learning-Based
2.3 Other Methods
3 Methodology and the Proposed Model
3.1 CNN Network Representation
3.2 Genetic Operations
3.3 The Proposed Model
4 Experimental Results
5 Conclusion
References
Machine and Deep Learning Algorithms for Twitter Spam Detection
1 Introduction
2 Related Work
3 Preliminaries
3.1 Machine Learning Algorithms
3.2 Deep Learning Algorithm
4 Model
5 Experimental Setup
5.1 Performance Metrics
6 Experimental Results
7 Conclusion and Future Work
References
An Optimized Deep Convolutional Neural Network to Identify Nanoscience Scanning Electron Microscope Images Using Social Ski Driver Algorithm
Abstract
1 Introduction
2 Theory and Method
2.1 Convolutional Neural Networks
2.2 Transfer Learning from Pre-trained CNN Models
2.3 The Social Ski Driver Algorithm
3 SEM Dataset Description
4 Proposed Approach
4.1 Data Preparation Phase
4.2 The Hyperparameters Optimization Phase
4.3 The Learning Phase
4.4 The Evaluation Phase
5 Results and Analysis
6 Conclusion and Future Work
References
Heartbeat Classification Using 1D Convolutional Neural Networks
Abstract
1 Introduction
2 Related Work
3 Methodology
3.1 Preprocessing
3.2 Convolution Neural Networks
4 Experimental Results
4.1 Dataset
4.2 Results
5 Conclusion
References
A Transfer Learning Approach for Emotion Intensity Prediction in Microblog Text
1 Introduction
2 Background
3 Dataset
4 Experiments and Results
4.1 Baseline Experiments
4.2 Feature Related Experiments
4.3 Transfer Learning Experiments
5 Proposed Model
6 Error Analysis
7 Conclusion and Future Work
References
Convolutional Neural Networks for Biological Sequence Taxonomic Classification: A Comparative Study
1 Introduction
2 Related Works
3 Considered DL Methods
3.1 Pre-processing Input
3.2 Sequence Representation
3.3 Deep Learning Classification
4 Experiments
4.1 Dataset Description
4.2 Experimental Setup
4.3 Experimental Results and Discussion
5 Conclusions
References
Recognition and Image Processing
Statistical Metric-Theoretic Approach to Activity Recognition Based on Accelerometer Data
1 Introduction
2 Data Description
3 Probabilistic and Measure Theoretic Approach to Activity Recognition
3.1 Histogram Based Measures
3.2 Kernel Density Estimate
4 Conclusion and Future Work
References
High Efficient Haar Wavelets for Medical Image Compression
Abstract
1 Introduction
2 A Mathematical Framework for Haar Wavelet Transformation
3 The Proposed Improved Haar Wavelets for Medical Image Compression
4 Experimental Results and Discussion
5 Conclusion and Future Work
References
Modified Value-and-Criterion Filters for Speckle Noise Reduction in SAR Images
Abstract
1 Introduction
2 Non-adaptive Despeckling Filters
3 The Proposed Non-adaptive Filters
4 Experimental Results and Performance Assessment
5 Conclusion
References
A Universal Formula for Side-Lobes Removal Optimum Filter in Multi-samples Phase Coded Pulse Compression Radars
Abstract
1 Introduction
2 MF Output of a Single and Multi-samples Phase Coded Waveforms
3 Mathematical Derivation of the Universal Analytical Formulas
3.1 Phase Values Formula (Form-1)
3.2 Frequency Elements Formula(Form-2)
4 Performance Evaluation
4.1 Performance Measures
4.2 Noiseless Condition
4.3 Noisy Conditions
4.4 Detection Performance
5 Conclusion
References
Estimation of Lead-Acid Battery State of Charge Based on Unscented Kalman Filtering
Abstract
1 Introduction
2 Kalman Filtering Algorithm Principle
3 Battery Dynamic Model
4 Unscented Transformation
5 Unscented Kalman Filtering Algorithm
6 Experimental Design and Results
7 Conclusion
Acknowledgments
References
Image Protection Against Forgery and Pixel Tampering Based on a Triple Hybrid Security Approach
1 Introduction
2 Triple Hybrid Security Approach
3 Experimental Results
4 Conclusions
References
Heart Rate Measurement Using Remote Photoplethysmograph Based on Skin Segmentation
Abstract
1 Introduction
2 Materials and Related Work
2.1 Watershed Algorithm
2.2 Related Works
3 The Proposed Heart Rate Measurement Approach
3.1 Raw Signals Extraction
3.2 Signal Estimation Phase
3.3 HR Estimation Phase
4 Experimental Results and Discussions
4.1 Dataset
4.2 The Evaluation Metrics
4.3 Evaluation Methods
4.4 Results
5 Conclusion
References
Intelligent Systems and Applications
Ontology-Based Food Safety Counseling System
Abstract
1 Introduction
2 Background and Related Work
3 System Architecture and Methodology
3.1 Research Scope and Parameters
3.2 Reasoning Mechanism
4 Experiments and Discussions
5 Conclusion and Future Work
References
Orbital Petri Nets: A Petri Net Class for Studying Orbital Motion of Tokens
1 Introduction
2 Related Work
3 Orbital Petri Nets Approach
4 Behaviour Properties
4.1 Reachability
4.2 Liveness
4.3 Boundedness
4.4 Reversibility
5 Analysis Methods of Orbital Petri Nets
5.1 Incidence Matrix
5.2 State Equation
6 Case Study: Space-Debris Collision Problem
7 Conclusion
References
An Efficient Novel Algorithm for Positioning a Concrete Boom Pump
1 Introduction
2 The Proposed Algorithm
2.1 The Input of the Algorithm
2.2 The Proposed Idea
2.3 Results
3 Conclusion
References
Experimental Procedure for Evaluation of Visuospatial Cognitive Functions Training in Virtual Reality
1 Introduction
2 LIRKIS CAVE
3 Experimental Procedure
3.1 Preparation
3.2 Training
4 Tower Defense Game
4.1 Design
4.2 Gameplay
4.3 Levels of Difficulty
5 Conclusion
References
A Literature Review of Quality Evaluation of Large-Scale Recommendation Systems Techniques
Abstract
1 Introduction
2 Overview of Recommendation Systems
3 Advantages and Dis-advantages of Recommendation Techniques
3.1 Advantages
3.2 Dis-advantages
4 Large Scale Recommender Systems
4.1 Data Diversity
4.2 Data Size
5 Quality Challenges of Large-Scale Recommenders
5.1 Cold Start Issue
5.2 Sparse
5.3 Large Scale and Scalability
5.4 Latency Problem
5.5 Privacy Problem
6 Quality Evaluation Measures
6.1 Statistical Metrics
6.2 Qualitative Metrics
6.3 Ranking Metrics
7 Related Work
7.1 Background
7.2 Applications
8 Conclusion and Future Work
References
Intelligent Transport Systems and Its Challenges
Abstract
1 Introduction
2 Intelligent Transport System (ITS)
3 Is ITS a SoS?
4 Challenges in System of Systems
5 Cyber-Physical Systems and Limitations
6 Challenges in ITS
7 Opportunities in ITS
8 Sustainability in ITS
9 ITS Applications
10 ITS Products
11 The Way Forward
References
A Conceptual Framework for the Generation of Adaptive Training Plans in Sports Coaching
Abstract
1 Introduction
2 Related Work
3 Training Plans
3.1 Traditional/Fixed Training Plans
3.2 Customized/Rule-Based Training Plans
4 Proposed Framework
4.1 Training Load
4.2 Physiological Constraints
4.3 Behavioral-Change Features
4.4 Framework Flow
5 Discussions
5.1 Training Load Measures
5.2 Athlete's History Data and Behavior Adaptation
5.3 Exercises Variation Control and Injury Prevention
6 Conclusion and Future Work
References
Synonym Multi-keyword Search over Encrypted Data Using Hierarchical Bloom Filters Index
Abstract
1 Introduction
2 Related Work
2.1 Hierarchical Index Structure for Bloom Filters
2.2 Multi Keyword Search Scheme over Encrypted Data (Wang Scheme)
3 The Proposed Synonym Multi Keyword Search Scheme Over Encrypted Data
3.1 Constructing the Bloom Filter for Each File in Dataset Collection (Algorithm 1)
3.2 Constructing the Bloom Filter Tree (Algorithm 2)
3.3 Encrypt Bloom Filter Index
3.4 Search
4 Performance Analysis for the Proposed Scheme (Synonym Multi-Key-SHBlooFi)
4.1 Search Cost
4.2 Search Efficiency
4.3 Efficiency of Index Construction
4.4 Storage Requirements
5 Conclusion
References
GloSOPHIA: An Enhanced Textual Based Clustering Approach by Word Embeddings
Abstract
1 Introduction
2 Proposed Method
3 Evaluation Criteria
4 Experimental Results
4.1 Dataset Description
4.2 Evaluation
4.3 Investigating the Influence of Threshold on Clustering
5 Conclusion
References
Assessing the Performance of E-government Services Through Multi-criteria Analysis: The Case of Egypt
Abstract
1 Introduction
2 Multi-criteria Decision Making
3 PROMETHEE
4 The Proposed Methodology
5 Case Study
5.1 Selecting a Set of E-government Services
5.2 Defining a Set of Adoption and Acceptance Criteria
5.3 Structuring the Evaluation Problem into a Hierarchy Using AHP
5.4 Ranking E-government Services Using PROMETHEE II
5.5 Analyzing Results Using PROMETHEE Rainbow
6 Conclusion
References
SQL Injection Attacks Detection and Prevention Based on Neuro-Fuzzy Technique
Abstract
1 Introduction
2 Literature Review and Related Work
3 Proposed System
3.1 Parsing and Extracting SQLI Features from Dataset
3.2 SQL Signatures Fuzzification
3.3 Clustering Methods
3.4 Building an Initial and Learned ANFIS
3.5 Prevention of SQLI A
4 Experimental Results and Discussion
5 Conclusions and Future Work
References
An Adaptive Plagiarism Detection System Based on Semantic Concept and Hierarchical Genetic Algorithm
Abstract
1 Introduction
2 Literature Review
3 The Proposed Plagiarism Detection System
4 Experimental Results and Discussion
5 Conclusion
Reference
Anti-jamming Cooperative Technique for Cognitive Radio Networks: A Stackelberg Game Approach
Abstract
1 Introduction
2 Related Work
3 Network Model
4 Problem Formulation
4.1 Stackelberg Game
4.2 The Players' Utilities and the Game Formulation
5 Performance Evaluation
5.1 The Impact of Jammer Power
5.2 The Effect of Node Density
6 Conclusion
References
Geometry Aware Scheme for Initial Access and Control of MmWave Communications in Dynamic Environments
Abstract
1 Introduction
2 Proposed System
2.1 System Architecture
2.2 MmWave Propagation Link Models
3 Initial Access and Control for MmWave Links
3.1 Conventional Exhaustive-Based Scheme
3.2 Proposed Geometry-Based Scheme
4 Simulation Analysis
4.1 Simulation Parameters and Scenario
4.2 Simulation Results
5 Conclusion
References
IoTIwC: IoT Industrial Wireless Controller
Abstract
1 Introduction
2 Background and Literature Review
2.1 Web-Based Remote Monitoring
2.2 State of the Art
2.3 Industrial Internet of Things (IIoT)
3 System Architecture
4 Conclusion
References
Wireless Sensor Networks-Based Solutions for Cattle Health Monitoring: A Survey
1 Introduction
2 Related Work
2.1 Zigbee-Based Animal Health Solutions
2.2 GPS-Based Animal Health Solutions
3 Comparison of WSN Solutions for Cattle Monitoring
3.1 ZigBee-Based Solutions
3.2 GPS-Based Solutions
4 Conclusion
References
Mobile Computing and Networking
Mobile Intelligent Interruption Management: A New Context-Aware Fuzzy Mining Approach
Abstract
1 Introduction
2 Related Work
3 The Proposed Model
3.1 Noise Reduction
3.2 Optimal Time Segmentation for Locations
3.3 Building Fuzzy Association Rules
4 Experimental Results
5 Conclusions
References
Hybrid Parallel Computation for Sparse Network Component Analysis
Abstract
1 Introduction
2 Background and Related Work
3 HPSparseNCA
4 Implementation and Results
5 Conclusion
References
An Efficient Hybrid Approach of YEAH with Multipath Routing (MP-YEAH) for Congestion Control in High-Speed Networks
Abstract
1 Introduction
2 Congestion Control Algorithms in LFN
2.1 Basic Algorithms
2.2 Hybrid Algorithms
3 YEAH Algorithm
4 The Proposed Multipath-YEAH Algorithm (MP-YEAH)
5 Simulation and Result Comparison
6 Conclusion and Future Works
References
NCtorrent: Peer to Peer File Sharing Over Named Data Networking Using Network Coding
Abstract
1 Introduction
2 Background
2.1 Network Coding
2.2 Named Data Network
2.3 Network Coding in NDN
3 Related Work
4 The Proposed System
5 The Experimental Results
6 Conclusion
References
Using Resampling Techniques with Heterogeneous Stacking Ensemble for Mobile App Stores Reviews Analytics
Abstract
1 Introduction
2 Background
2.1 Metrics to Ensure Mobile App Success
2.2 Best App Analytics Tools
3 The Proposed Model
4 Experimental Setup
4.1 Dataset Description
4.2 Experiment Evaluation (How to Evaluate It)
5 Experimental Results and Discussion
6 Related Work
7 Conclusion and Future Work
References
TCAIOSC: Trans-Compiler Based Android to iOS Converter
Abstract
1 Introduction
2 Methodology
2.1 Proposed Solution
2.2 High Level System Architecture and Data Flows
2.3 Implementation and Internal Design
2.4 Conversion Process
3 Results and Discussion
3.1 Testing
4 Conclusion and Future Work
Acknowledgement
References
Cyber-Physical Systems and Security
Cyber-Physical Systems in Smart City: Challenges and Future Trends for Strategic Research
Abstract
1 Introduction
2 The State-of-the-Art
3 Future Trends in CPS Within Smart City
4 Research Challenges and Opportunities
4.1 CPS in Big Data: Challenges and Opportunities
4.2 CPS in Cloud Computing: Challenges and Opportunities
4.3 CPS in IoT: Challenges and Opportunities
5 Visionary Ideas for Research Trends
5.1 CPS in Big Data: Visionary Ideas
5.2 CPS in Cloud Computing: Visionary Ideas
5.3 CPS in IoT: Visionary Ideas
6 Roadmap of CPS Strategic Research
References
Analysis of Substitutive Fragile Watermarking Techniques for 3D Model Authentication
Abstract
1 Introduction
2 Related Work
2.1 Data File Organization
2.2 Topological Data
2.3 Geometrical Data
3 Substitutive Fragile Watermarking Techniques
4 Experimental Result and Dissection
4.1 Assessment Methods
5 Conclusion
References
Attribute-Based Data Retrieval with Keyword Search over Encrypted Data in Cloud
Abstract
1 Introduction
2 Related Work
3 Proposed Algorithm
3.1 Combine Encrypted Keyword Search Scheme Algorithm with Cipher-text Policy Attribute Based Encryption {\varvec HTRC}2 - {\varvec CP} - {\varvec ABE}
4 Performance Analysis for the Proposed Scheme \left( {{\varvec HTRC}2 - {\varvec CP} - {\varvec ABE}} \right)
4.1 Efficiency of Index Construction
4.2 Search Efficiency
4.3 Encryption Time Using {\varvec CP} - {\varvec ABE}
4.4 Private Key Generation Time
4.5 Decryption Time
5 Conclusion
References
Performance Evaluation of mm-Wave RoF Systems Using APSK Modulation
Abstract
1 Introduction
2 Challenges of Using mm-Wave in RoF Networks
3 Digital Modulation and PA Power Efficiency
4 Simulation Results and Evaluations
4.1 BER for M-PSK, M-QAM and M-APSK
4.2 PAPR for M-QAM, M-PSK and M-APSK
5 Conclusion
References
Key Point Detection Techniques
Abstract
1 Introduction
2 Common Corner Detectors
2.1 Moravec Corner Detection
2.2 Harris Corner Detector
2.3 SUSAN Corner Detectors
2.4 Förstner Corner Detector
2.5 Robust Fuzzy Rule Corner Detector
2.6 Hessian Corner Detector
2.7 FAST Corner Detector
2.8 Laplacian/LoG/DoG Detectors
2.9 Salient Regions (Entropy) Detection
2.10 Gabor-Wavelet Corner Detector
2.11 Morphological Interest Regions Detection
3 Conclusion
References
Cyber Security Risks in MENA Region: Threats, Challenges and Countermeasures
Abstract
1 Introduction
2 Literature Review
3 Threats of the Cyber Attack Techniques
4 The Main Cyber Security Challenges for MENA Nations
4.1 Data Exchanging Electronically in Critical Sectors
4.2 Lack of IT Security Awareness
5 Cyber Attacks Impacts on MENA Organizations
6 Countermeasures to Tackle Cyber Risks Socially and Economically
7 Conclusion
References
Smart Grid and Renewable Energy
Analysis of the Construction and Operation Cost of the Charging Station Based on Profit and Loss
Abstract
1 Introduction
2 Charging Station Construction and Operation Cost Analysis
3 Charging Station Revenue Analysis
4 Operating Costs on the Charging Station Break Even
5 Analysis of Profit Model Under V2G Mode
6 Conclusion
References
Anti-error Technology of Secondary System of Intelligent Substation Based on Device State Recognition and Analysis
Abstract
1 Introduction
2 Relay Protection Device Status Monitoring
2.1 Relay Protection Device Status
2.2 State Diagnosis of Relay Protection Device
3 Device Allowable Anti-error Technology
4 Device Isolation Error Prevention Technology
5 Practical Applications
6 Conclusion
Acknowledgements
References
Homemade Electric Wire Electric Cable Breakpoint Nondestructive Testing Tools Based on X-Rays
Abstract
1 Introduction
2 Analysis on Development of Power Energy Saving Service
2.1 Detection Principle
2.2 Detect Circuit
2.3 Detection Method
3 The Related Technologies of X-Ray Nondestructive Testing
3.1 The Principle of X-Ray Nondestructive Testing
3.2 The Study of Power Cable Detection of Ontology Technology
3.3 Typical Defects Cable X-Ray Spectrum Library Research
4 Conclusions
References
Research on Application of Power Supply Supervisory System Based on Telecommunication Network
Abstract
1 Introduction
2 The Structure and Function of Telecommunication Power Supply Supervisory System
3 The Actual Application of Telecommunication Power Supply Supervisory System in the Telecommunication System
3.1 The Establishment of the Substation Monitoring in Telecommunication System
3.2 The Construction of the Monitoring Center Master Station with Powerful Functions
3.3 The Establishments of the High-Speed Information Networks Between Telecommunication Monitoring Units
3.4 The Process of Data Transmission in Telecommunication Power Supply Supervisory System
3.5 Comprehensive Evaluation of Power Communication Network
3.6 The Problem and Outlook of Telecommunication Power Supply Supervisory System
4 Conclusion
References
Theory and Application of Post Evaluation in Power Grid Construction Projects
Abstract
1 Introduction
2 Post Evaluation Grid Construction
3 Method of Post Evaluation Grid Construction
3.1 Post Evaluation Process Engineering
3.2 Post Evaluation of the Financial
3.3 Post Evaluation Project
4 Conclusions
References
Development Route of Power Grid Enterprises Based on New Electricity Reform
Abstract
1 Introduction
2 Comb the Core Elements of New Electric Power Reform
2.1 Orderly Reform of Electricity Prices, Straighten Out the Formation Mechanism of Electricity Prices
2.2 Promote the Reform of Power Generation Plans and Orderly Reduce Power Generation Plans
2.3 Push Ahead with the Reform of the Sale of Electricity and Orderly Release and Distribution of Electric Energy to Social Capital
3 Opportunities and Challenges Faced by Power Grid Enterprises
3.1 Weakened Monopoly and the Reduced Profitability
3.2 New Cost Plus Pricing Requires Major Changes in Grid Companies
3.3 The Original Investment Model
4 Analysis of Development Path of Power Grid Enterprise
4.1 Change the Investment Model to Form an Effective Asset
4.2 Whole Process Monitoring of Power Grid Project and Optimizing Cost Management
4.3 Enhance Business Innovation Capability and Enhance Core Competitiveness
5 Conclusion
References
Power Line Loss Analysis and Loss Reduction Measures
Abstract
1 Introduction
2 Defining Line Loss
3 Loss of Produce
4 Reduction Measures
5 Conclusion
References
Power Demand Side Management Strategy Based on Power Demand Response
Abstract
1 Introduction
2 Content of Demand Side Management
2.1 Load Management Measures
2.2 Energy Management Measures
3 Situation of DSM
3.1 Lack of Adequate Legal Support
3.2 Lack of Effective Economic Stimulus
3.3 Unreasonable Tariff Structure
4 Demand Side Management Suggestion
4.1 Develop and Improve Relevant Laws and Regulations
4.2 Establish a Variety of Economic Incentives
4.3 Establish a Rational Pricing System
4.4 Demand Side Management Nurture Intermediary Organizations
5 Conclusion
References
Micro-Grid and Power Systems
Relay Protection Hidden Fault Monitoring and Risk Analysis Based on the Power System
Abstract
1 Introduction
2 Relay Protection Hidden Faults
2.1 Overview of Relay Protection Hidden Faults
2.2 Relay Protection Hidden Fault Characteristics
2.3 The Calculation Method of Relay Protection Hidden Failure Probability
2.4 Relay Protection Hidden Fault Monitoring
2.5 The Risk of Relay Protection Hidden Faults
3 Summary
References
Waveform Improvement Analysis of Bridge Rectifier Circuit in Energy Internet Based on Full Feedback Regulation
Abstract
1 Introduction
2 Preliminary Knowledge
2.1 Basic Knowledge of Rectifier Circuits
2.2 Some Research Status and Methods About the Rectification Problem
3 Design of Main System
4 Conclusion and Discussion
Acknowledge
References
Analysis Winding Deformation of Power Transformer Detection Using Sweep Frequency Impedance Technology
Abstract
1 Introduction
2 Experiment Method: Sweep Frequency Impedance
3 Result and Discussion
4 Conclusions
References
Application of Electric Power Automation System Based on Power Distribution Network
Abstract
1 Introduction
2 Power System Automation Technology
2.1 The Concept of Power System Automation Technology
2.2 Electric Power Automation System Components
3 The Application of Automation Technology in Power Distribution Network
4 The Application of the Electric Power Automation System in Distribution Network Operation Management Principles
4.1 Safety Principles
4.2 The Principle of Reliability
4.3 The Principle of Seeking Truth from Facts
4.4 The Principle of Keeping Pace with the Times
5 The Application Prospects of Electric Power Automation System in Distribution Network Operation Management
5.1 The Application of Digital and Internet Is More Widely
5.2 The Flexibility of Automatic Technology
5.3 The Development Trend of Technology
5.4 The Development Trend of Technology
6 Conclusions
References
Adjusting Control Method of AC Output Synchronization Based on Phase Lock Technology
Abstract
1 Introduction
2 Preliminary Knowledge
3 UPS Phase-Locked Synchronization Technology
3.1 Synchronous Principle of AC Output and Inverter
3.2 Digital Phase-Locked Loop Model
4 UPS AC Output and Bypass Input Voltage Test
5 Conclusion
Acknowledge
References
The Influence of Smart Grid on Electric Power Automation
Abstract
1 Introduction
2 The Development of Smart Grid System
2.1 The Expansion of the Current Social Demand for Electricity
2.2 The Ecological Environment Pressure
3 The Smart Grid Development Mechanism Analysis
3.1 The Composition Model of Based Power System
3.2 The Smart Grid External Drive Structure
3.3 The Development Mechanism of the Smart Grid as a Whole
4 The Influence of Smart Grids Development on the Automation Technology of Power Grid
4.1 To Provide a Stable Environment for the Development of Automation Technology
4.2 To Promote the Development and the Operation of Automation Technology in Power Grid
4.3 To Promote the Development and the Operation of Automation Technology in Power Grid
5 Electric Power Communication in the Application of the Smart Grid
5.1 The New Energy Field
5.2 The Transmission Field
5.3 Internal Construction of the Power Grid
6 Conclusions
References
Micro Power Grid Operation Control and Its Shortage
Abstract
1 Introduction
2 Micro Power Grid Operation Control Related Technical Research Present Situation and the Deficiencies
2.1 Micro Power Control Strategy
2.2 Micro Power Grid Control System
2.3 Power Quality Analysis
2.4 Small Signal Stability Analysis
3 Results and Analysis
References
Design and Implementation of Micro-grid System for Station with Hybrid Photovoltaic and Wind
Abstract
1 Introduction
2 Operating Status of the Station with Micro-grid
3 Automation and Control Systems of the Power System
4 Control Strategy
4.1 The Station of Power System
4.2 Energy Storage System
5 Conclusion
References
Effect of Photovoltaic Generation on Relay Protection of Distribution Network
Abstract
1 Introduction
2 Traditional Distribution Network Relay Protection
2.1 Structure Characteristics of Distribution Network
2.2 Basic Requirements of Relay Protection
2.3 The Relay Protection Principle of Distribution Network
2.4 Photovoltaic Power Generation Related Protection Location
3 Influence on Relay Protection of Distribution Network
3.1 Photovoltaic Power Generation Related Protection Location
3.2 The Influence of the Fuse, the Fuse and the Segment
4 Protection Strategy of Grid Connected Photovoltaic Power Generation System
4.1 An Overview of the Protection Scheme for Isolated Island Operation
4.2 Research on Protection Countermeasures
5 Conclusions
References
Micro-grid System in Auxiliary Power System of Substation
Abstract
1 Introduction
2 The Station of Micro-grid System
2.1 Photovoltaic Power Generation System
2.2 Battery
2.3 Bidirectional Inverter
2.4 Grid-Connected Inverter
3 Micro-grid Electricity Substation System and Distribution Network
3.1 Voltage Adjustment
3.2 Short Circuit Current Level
3.3 The Power Supply Quality of Distribution Network
4 The Function of Micro-grid Electricity Substation System
4.1 Improve Power Supply Reliability
4.2 Reduce the Transmission Loss
4.3 Utilization Renewable Energy
5 Conclusions
References
Winding Deformation Detection of Transformer Based on Sweep Frequency Impedance
Abstract
1 Introduction
2 Deformation Detection Method of Transformer Winding
3 Sweep Frequency Impedance Method
4 Experiments
5 Conclusions
References
State of Charge Estimation Method of Lead-Acid Battery Based on Multi-parameter Fusion
Abstract
1 Introduction
2 The Working Principle of Lead Acid Storage Battery
3 SOC Estimation Method
3.1 Initialize SOC Algorithm
3.2 The Influence of Temperature on the Capacity of Lead-Acid Battery
4 Prospects and Conclusion
Acknowledgments
References
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Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2019

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