Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020

Name: Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020
Brand: Springer
Price: 213.99 EUR
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Aboul Ella Hassanien Adam Slowik Václav Snásel Hisham El-Deeb Fahmy M. Tolba(Editor)

Springer (Publisher)

Published on 19. September 2020

XVIII, 893 pages

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978-3-030-58669-0 (ISBN)

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Content

Intro
Preface
Organization
Honorary Chair
General Chairs
Co-chairs
International Advisory Board
Program Chair
Track Chairs
Intelligent Natural Language Processing Track
Informatics Track
Intelligent Systems Track
Robotics, Automation and Control
Internet of Things and Big Data Analytics Track
Publicity Chairs
Technical Program Committee
Local Arrangement Chairs
Contents
Intelligence and Decision Making System
A Context-Based Video Compression: A Quantum-Inspired Vector Quantization Approach
Abstract
1 Introduction
1.1 Novelty and Contribution
2 Literature Survey
3 Methodology
3.1 Compression
3.2 Decompression
4 Experimental Results
5 Conclusion
References
An Enhanced Database Recovery Model Based on Game Theory for Mobile Applications
Abstract
1 Introduction
1.1 Research Motivation and Challenges
1.2 Novelty
2 State-of-the-Art Mobile Database Recovery Algorithms
3 The Proposed Model
4 Experimental Results
5 Conclusion and Future Work
References
Location Estimation of RF Emitting Source Using Supervised Machine Learning Technique
Abstract
1 Introduction
2 Literature Preview
3 Supervised Machine Learning Procedure
3.1 Data Collection and Preparation
3.2 Cross-Validated Regression Model
3.3 Choose a Regression Training Algorithm
3.4 Creating Predictive Model
3.5 Evaluating the Predictive Model Accuracy
4 Geolocation of Emitter Source in Moving Platform
4.1 Output Results of Training Algorithms
4.2 Testing Predictive Models
5 Results Analysis
6 Conclusion
References
An Effective Offloading Model Based on Genetic Markov Process for Cloud Mobile Applications
Abstract
1 Introduction
1.1 Mobile Application Graph Problem
1.2 Genetic Algorithm
1.3 Markov Decision Process
2 Related Work
3 Proposed Model
4 Experimental Results
5 Conclusion and Future Work
References
Toward an Efficient CRWSN Node Based on Stochastic Threshold Spectrum Sensing
Abstract
1 Introduction
2 Basic Concepts
2.1 Energy Detection Based Spectrum Sensing
2.2 Noise Uncertainty Stochastic Approach
3 System Model
3.1 The Proposed Threshold Expression
3.2 The Proposed Sensing Time Scheme
4 Performance Evaluation
4.1 Simulation Parameters
4.2 Simulation Results
5 Conclusion and Future Work
References
Video Captioning Using Attention Based Visual Fusion with Bi-temporal Context and Bi-modal Semantic Feature Learning
Abstract
1 Introduction
2 Related Works
2.1 Action Recognition and Localization
2.2 Action Captioning
3 Framework
3.1 Visual Features Extraction
3.2 Proposal Generation
3.3 Caption Generation
4 Performance Evaluation
4.1 Dataset
4.2 Experiments
4.3 Experimental Results and Discussion
5 Implementation Details
6 Conclusion
References
Matchmoving Previsualization Based on Artificial Marker Detection
1 Introduction
2 The Camera Perspective Model
3 Proposed Method
4 Quantitative and Qualitative Evaluations
5 Conclusion and Perspective
References
Research Method of Blind Path Recognition Based on DCGAN
Abstract
1 Introduction
2 Methodology
3 Using DCGAN to Enhance Blind Track Image
3.1 Build a Training Environment for Blind Path Recognition
3.2 Original Data Sample
3.3 Model Training
3.4 Experimental Results Display
3.5 Loss Function
3.6 Feasibility Generation of Validation Samples
3.7 Comparison with Other Blind Path Recognition
4 Conclusion and Suggestion
References
The Impact of the Behavioral Factors on Investment Decision-Making: A Systemic Review on Financial Institutions
Abstract
1 Introduction
2 Literature Review
3 Methods
3.1 Inclusion/Exclusion Criteria
3.2 Data Sources and Research Strategies
4 Result
5 Conclusion
References
Deep Learning Technology and Applications
A Deep Learning Architecture with Word Embeddings to Classify Sentiment in Twitter
Abstract
1 Introduction
2 Related Work
3 The Proposed Deep Learning Architecture for Sentiment Classification
3.1 Text Preprocessing
3.2 Word Embeddings
3.3 CNN Streams
3.4 Fully-Connected Layer
4 Experimental Results
4.1 Dataset
4.2 Evaluation Metrics
4.3 Configurations
4.4 Results Discussion
5 Conclusion
References
Deep Neural Networks for Landmines Images Classification
Abstract
1 Introduction
2 LDV-A/S System
3 Conventional Landmine Classification Technique
4 Proposed Landmine Classification Approach
4.1 VGG-16 Pretrained Network Implementation
4.2 Resnet Deep Featurizer and SVM Classifier
5 Results and Discussion
5.1 Image DataSet
6 Conclusion
References
Deep Convolutional Neural Networks for ECG Heartbeat Classification Using Two-Stage Hierarchical Method
Abstract
1 Introduction
2 Related Work
3 Methodology
3.1 Preprocessing Stage
3.2 The Proposed Method for Classification Stage
4 Experimental Results
4.1 Dataset Description
4.2 Results
5 Conclusion and Future Work
References
Study of Region Convolutional Neural Network Deep Learning for Fire Accident Detection
Abstract
1 Introduction
2 Related Works
2.1 Fire Accident Detection
2.2 Region Convolution Neural Network Object Detection
3 System Implementation and Verification
3.1 Labeling of Selected Images
3.2 Object Detector Training
3.3 Results and Discussion
4 Conclusion and Future Works
References
Document and Sentiment Analysis
Norm-Referenced Achievement Grading: Methods and Comparison
Abstract
1 Introduction
2 Related Work
3 Grading Algorithm
4 Statistical Grading
5 Machine Learning-Based Grading
6 Evaluation
6.1 Experimental Configuration
6.2 Grading Result
7 Finding, Discussion, and Implication
References
Review of Several Address Assignment Mechanisms for Distributed Smart Meter Deployment in Smart Grid
Abstract
1 Introduction
2 Related Works
3 Network Address Allocation Approaches
3.1 Distributed Address Assignment Mechanism (DAAM)
3.2 ZigBee Adaptive Joining Mechanism (ZAJM)
3.3 Expanded Distributed Address Assignment Mechanism (EDAAM)
3.4 Multi-step Distributed Address Assignment Mechanism (M-DAAM)
3.5 Zigbee Connectivity Enhancement Mechanism (ZCEM)
4 Comparison
5 Conclusion
Acknowledgement
References
An Approach for Sentiment Analysis and Personality Prediction Using Myers Briggs Type Indicator
Abstract
1 Introduction
2 Background and Related Work
3 Proposed Model for Predicting Personality Using Sentiment Analysis and MBTI
3.1 Data Collection Phase
3.2 Converting Emoticons to Text and the Pre-processing Phase
3.3 Feature Extraction Phase
3.4 Sentiment Analysis and the Classification Phase
3.5 Algorithm Stages
4 Experimental Results and Discussion
5 Conclusion
References
Article Reading Sequencing for English Terminology Learning in Professional Courses
Abstract
1 Introduction
2 Related Works
3 Article Reading Sequencing
3.1 Article Relation
3.2 Article Sequencing
3.3 Ending Article
4 Simulation
5 Conclusion
Acknowledgement
References
Egyptian Student Sentiment Analysis Using Word2vec During the Coronavirus (Covid-19) Pandemic
Abstract
1 Introduction
2 Sentiment Analysis
3 Word Embedding
4 Student Sentiment Analysis Model
4.1 Data Collection and Text Pre-processing
4.2 Features Selection
4.3 Machine Learning Classifiers
5 Student Sentiment Analysis Model Results
6 Conclusion and Future Work
References
Various Pre-processing Strategies for Domain-Based Sentiment Analysis of Unbalanced Large-Scale Reviews
Abstract
1 Introduction
2 Related Work
3 Methodology
4 Results and Evaluation
5 Conclusion
Acknowledgment
References
Arabic Offline Character Recognition Model Using Non-dominated Rank Sorting Genetic Algorithm
Abstract
1 Introduction
2 Related Work
3 Proposed Model
3.1 Image Acquisition
3.2 Preprocessing
3.3 Segmentation
3.4 Feature Extraction and Selection
3.5 Classification Using Extreme Learning Machine
4 Experimental Results
5 Conclusions and Discussions
References
Sentiment Analysis of Hotel Reviews Using Machine Learning Techniques
Abstract
1 Introduction
2 Related Work
3 Proposed System
3.1 Machine Learning Methods
4 Results and Analysis
5 Conclusion
References
Blockchain and Cyber Physical System
Transparent Blockchain-Based Voting System: Guide to Massive Deployments
1 Introduction
2 Electronic Voting
2.1 Centralized Electronic Voting
2.2 Blockchain-Based Electronic Voting
3 Key Concepts of Blockchain-Based Voting System
3.1 Blockchain
3.2 Ethereum Blockchain and Smart Contracts
3.3 Zero-Knowledge Proof
4 System Design and Overview
4.1 System Design
4.2 Workflow and Roles
5 Implementation
5.1 Stuck of Technologies
5.2 Generating the Proof
5.3 Smart Contracts
6 Evaluation
6.1 Gas Consumption
7 Conclusion
References
Enhanced Technique for Detecting Active and Passive Black-Hole Attacks in MANET
Abstract
1 Introduction
2 Related Works
3 The Proposed Technique [Methods/Experimental]
3.1 Phase 1: Set up Phase
3.2 Phase 2: Data Aggregation
3.3 Phase 3: Malicious Node Identification
4 Experimental Results and Discussion
4.1 Security Analysis
4.2 Detection Analysis
5 Conclusions
References
A Secure Signature Scheme for IoT Blockchain Framework Based on Multimodal Biometrics
Abstract
1 Introduction
2 Related Work
3 Proposed Methodology
3.1 Fuzzy Identity Based Signature Scheme
3.2 Security Score Evaluation for IoT Devices Phase
3.3 Biometric Key Extraction Phase
3.4 Registration Phase
3.5 Transaction Generation Phase
3.6 Transaction Verification Phase
4 Experimental Results
5 Conclusion
References
An Evolutionary Biometric Authentication Model for Finger Vein Patterns
Abstract
1 Introduction
1.1 Problem Statement and Contribution
2 Related Work
3 Methodology
3.1 Finger Vein Data Acquisition
3.2 Region of Interest Extraction and Pre-processing
3.3 Feature Extraction
3.4 Feature Selection Based on Hierarchal Genetic Algorithm
3.5 Building Finger Vein Feature Set
4 Experimental Results
5 Conclusions and Future Work
References
A Deep Blockchain-Based Trusted Routing Scheme for Wireless Sensor Networks
Abstract
1 Introduction
2 Related Work
3 The Proposed Secure Routing Scheme
3.1 Step 1: Build Node Data Structure
3.2 Step 2: Validators Election Using Deep Neural Learning and Node Authentication
3.3 Step 3: Next Hope Selection Using MDPs
4 The Experimental Results
5 Conclusions and Future Work
References
A Survey of Using Blockchain Aspects in Information Centric Networks
1 Introduction
2 Related Work and Previous Implementations
2.1 Data Oriented Network Architecture (DONA)
2.2 Named Data Networking (NDN)
2.3 Scalable and Adaptive Internet Solutions (SAIL)
2.4 Convergence
2.5 Mobility First
2.6 General Comparison Among ICN Architectures in Terms of Security
3 Using Blockchain as a Solution in ICN
4 The Role of Blockchain in Protecting Public Key System in ICN
5 Conclusion
References
Health Informatics and AI Against COVID-19
Real-Time Trajectory Control of Potential Drug Carrier Using Pantograph ``Experimental Study''
1 Introduction
2 Experimental Setup
2.1 Real-Time Controller
2.2 Pantograph Robot
3 Results
4 Conclusion and Future Work
References
Early Detection of COVID-19 Using a Non-contact Forehead Thermometer
Abstract
1 Introduction
2 Related Research
3 Method
3.1 The Proposed Infrared Thermometer Component
3.2 IR Thermometer Working Theory
3.3 Core Body Temperature Estimation
3.4 The Designed Non-contact Thermometer
4 Connection Between IR Thermometer and a WBAN Network
5 Result
6 Conclusions
Acknowlegment
References
The Mass Size Effect on the Breast Cancer Detection Using 2-Levels of Evaluation
Abstract
1 Introduction
2 Related Work
3 Datasets
4 Methods
5 Evaluation Metrics
6 Experimental Results
6.1 Experiment I - Large & Small Masses Detection using YOLO-V3
6.2 Experiment II - Small Masses Detection using YOLO-V3
6.3 Experiment III - Large Masses Detection using YOLO-V3
6.4 Comparative Study between the Previous 3 Experiments
7 Conclusion
References
An Integrated IoT System to Control the Spread of COVID-19 in Egypt
Abstract
1 Introduction
2 The Proposed System
2.1 Hardware Part
2.2 Software Part: AI Model
3 Results
4 Conclusion
References
Healthcare Informatics Challenges: A Medical Diagnosis Using Multi Agent Coordination-Based Model for Managing the Conflicts in Decisions
Abstract
1 Introduction
2 Related Work
3 The Proposed Multi Agent Coordination-Based Model (MACM) During Medical Diagnosing
4 The Proposed Bidding Contract Competition Module (BCCM)
4.1 The Proposed Adaptive Bidding Protocol (ABP)
5 The Experimental Evaluation
6 Conclusions and Future Work
References
Protection of Patients' Data Privacy by Tamper Detection and Localization in Watermarked Medical Images
Abstract
1 Introduction
2 Literature Review
3 Proposed Tamper Detection Watermarking Technique
3.1 Embedding Technique
3.2 Extraction Technique
3.3 Attacks and Tampers
4 Results and Discussion
4.1 Tamper Detection
4.2 Tamper Localization
5 Conclusion
References
Breast Cancer Classification from Histopathological Images with Separable Convolutional Neural Network and Parametric Rectified Linear Unit
Abstract
1 Introduction
2 Related Work
3 Methods
3.1 Patch Extraction
3.2 Data Augmentation
3.3 Resize Process
3.4 Proposed Separable Convolutional Neural Network (SCNN) Model
3.5 Training Methodology
3.6 Evaluation Metrics
4 Materials
5 Results and Discussion
5.1 The Model Performance Evaluation
5.2 Evaluation of Methodology (5) Using Evaluation Metrics
6 Analysis and Comparisons of Results
7 Conclusion and Future Work
References
Big Data Analytics and Service Quality
Big Data Technology in Intelligent Distribution Network: Demand and Applications
Abstract
1 Introduction
2 Source and Characteristics of Big Data in Distribution Network
2.1 Collection Method of Measurement Data
2.2 Key Techniques and Analysis Methods of Big Data
3 Big Data Analysis Method and Means
3.1 Feature Clustering of Distribution Network Data
3.2 Distribution Network Data Feature Classification
3.3 The Technical Route of Big Data Analysis of Distribution Network
4 Application of Big Data Technology in Distribution Network to Load Forecasting
4.1 Clustering Method
4.2 Construction of Load Forecasting Model
5 Prospect of 5G Technology in Distribution Information Collection
5.1 Application in the Operation and Management of Intelligent Distribution Network
5.2 Application in Distribution Network Control
6 Conclusion
References
Memory Management Approaches in Apache Spark: A Review
Abstract
1 Introduction
2 Apache Spark Platform
3 Cache Mechanism in Apache Spark
4 Cache Replacement Algorithms for Apache Spark
4.1 Selection Factors
4.2 Cache Replacement Algorithms
5 Caching Optimization Techniques for Apache Spark
6 Conclusion
References
The Influence of Service Quality on Customer Retention: A Systematic Review in the Higher Education
Abstract
1 Introduction
2 Literature Review
3 Methods
3.1 Inclusion/Exclusion Criteria
3.2 Data Sources and Research Strategies
4 Result
5 Conclusion
References
The Impact of Ethical Leadership on Employees Performance: A Systematic Review
Abstract
1 Introduction
2 Literature Review
2.1 Major Issues and Gaps
2.2 Key terms
3 Methods
3.1 Search Strategy and Data Sources
3.2 Data Collection and Search Criteria
3.3 Inclusion and Exclusion Criteria
3.4 Quality Assessment
4 Result
5 Conclusion
References
Data Mining, Decision Making, and Intelligent Systems
Evaluating Non-redundant Rules of Various Sequential Rule Mining Algorithms
Abstract
1 Introduction
2 Literature Review
3 Description and Implementation for Two Enhanced Algorithms of SRM
3.1 TRuleGrowth an Extension of RuleGrowth Algorithm
3.1.1 The TRuleGrowth Algorithm Implementation
3.2 Non-redundant Rule Based on Dynamic Bit Vector
3.2.1 The NRD-DBV Algorithm Implementation
4 Evaluate the Performance of Each Algorithm
5 Conclusion and Future Work
References
Impact of Fuzzy Stability Model on Ad Hoc Reactive Routing Protocols to Improve Routing Decisions
Abstract
1 Introduction
2 Literature Review
3 Reactive Routing Protocols
3.1 Dynamic Source Routing (DSR)
3.2 Ad-Hoc On-Demand Distance Vector (AODV)
4 Fuzzy Model-Based Reactive Protocols
4.1 Input Variables
4.2 IF.tHEN.Rules
4.3 Output Variable
5 Simulation Environment
6 Result Discussion
7 Conclusion
References
A Multi-channel Speech Enhancement Method Based on Subband Affine Projection Algorithm in Combination with Proposed Circular Nested Microphone Array
Abstract
1 Introduction
2 The Proposed Speech Enhancement System Based on the C-NMA and SB-APA
2.1 Microphone Signal Model
2.2 The Proposed Circular Nested Microphone Array
2.3 The Proposed Subband-APA
3 Simulation and Results
4 Conclusions
Acknowledgment
References
Game Theoretic Approach to Optimize Exploration Parameter in ACO MANET Routing
Abstract
1 Introduction
1.1 Contribution of This Work
2 Literature Survey
3 Proposed Algorithm
3.1 ACO Component
3.2 Game Theory Component
4 Experimental Results
4.1 Simulation Environment
5 Conclusion
References
Performance Analysis of Spectrum Sensing Thresholding Methods for Cognitive Radio Networks
1 Introduction
2 Related Work
3 System Model
3.1 Single Threshold Energy Detection Based
3.2 Adaptive Double Threshold CSS
4 Simulation Results
5 Conclusion
References
The Impacts of Communication Ethics on Workplace Decision Making and Productivity
Abstract
1 Introduction
2 Literature Review
3 Methods
3.1 Research Strategy
3.1.1 Keywords and Database Table
3.1.2 Inclusion and Exclusion Criteria
3.1.3 Factor Table
4 Result
5 Discussion
6 Conclusion
References
A Comparative Study of Various Deep Learning Architectures for 8-state Protein Secondary Structures Prediction
Abstract
1 Introduction
2 Related Work
3 The Explored PSSP Models
3.1 CNN with Local Sliding Window (CNN-SW) Model
3.2 Whole Protein Prediction CNN (CNN-WP) Model
3.3 LSTM+ Model
3.4 GRU+ Model
3.5 CNN-BGRU Model
3.6 CNN-BLSTM Model
4 Experiments
4.1 Datasets
4.2 Input Representation
4.3 Evaluation Methods
4.4 Experimental Results and Comparative Analysis
5 Conclusion
References
Power and Control Systems
Energy Efficient Spectrum Aware Distributed Clustering in Cognitive Radio Sensor Networks
Abstract
1 Introduction
2 Related Work
3 System Model
4 The Proposed Approach
4.1 Spectrum Aware Clustering for CRSN
4.2 Minimizing Communication Energy
4.3 Cluster Head Election
5 Performance Evaluation
6 Conclusion
References
The Autonomy Evolution in Unmanned Aerial Vehicle: Theory, Challenges and Techniques
Abstract
1 Introduction
2 Literature Review
3 Autonomous Unmanned Aerial Vehicles Challenges
3.1 Artificial Intelligence
4 Fuzzy-Logic Role in Increasing UAV Autonomy Level
5 Conclusion
References
A Non-destructive Testing Detection Model for the Railway Track Cracks
Abstract
1 Introduction
2 Related Work
3 Methodology
3.1 Non-destructive Testing
3.2 Long Range Ultrasonic Testing (LRUT)
3.3 Physical Modeling of LRUT for Crack Detection in Railway Track
4 Proposed System
5 Results
5.1 Results for Model
5.2 Discussion and Comparison of the Results
6 Conclusion and Future Work
References
Study of Advanced Power Load Management Based on the Low-Cost Internet of Things and Synchronous Photovoltaic Systems
Abstract
1 Introduction
2 Methodology
3 Design the Software for This Proposed System
4 Grid-Connected PV System
4.1 System Analysis and Algorithm
4.2 Inverter Simulation Using MATLAB/Simulink
5 Results and Interpretation
6 Conclusion and Future Work
References
Power Grid Critical State Search Based on Improved Particle Swarm Optimization
Abstract
1 Introduction
2 Mathematical Expression of Cascading Trip
3 Critical State of Chain Failure
4 Safety Index of System
5 Algorithm Optimization
5.1 Basic PSO
5.2 Improved PSO
5.2.1 Simplified PSO
5.2.2 Acceleration Factor
5.2.3 Dynamic Inertia Weight
5.3 Improved PSO Calculation Flow
6 Example Analysis
7 Conclusion
Acknowledgment
References
Study of PSO Optimized BP Neural Network and Smith Predictor for MOCVD Temperature Control in 7 nm 5G Chip Process
Abstract
1 Introduction
2 PID Controller Design of BP Neural Network Combined on PSO
3 Discussion of Experimental Results
4 Conclusion and Suggestion
References
Study of the Intelligent Algorithm of Hilbert-Huang Transform in Advanced Power System
Abstract
1 Introduction
2 Methodology of Hilbert-Huang Transform
3 Application of Hilbert-Huang Transforms Method
3.1 Advanced Power System Low Frequency Oscillation Applications
3.2 Power Quality Detection
3.3 Harmonic Analysis of Advanced Power System
4 Research Discussions and Prospects for Future Study
4.1 Interpolation Function Problem
4.2 Endpoint Effect Problem
4.3 Other Applications of Power Systems
5 Conclusion and Suggestion
Acknowledgment
References
Study of Reduction of Inrush Current on a DC Series Motor with a Low-Cost Soft Start System for Advanced Process Tools
Abstract
1 Introduction
1.1 Review of Related Work
1.2 Study Aims
2 System Design and Production
2.1 AC Power Supply
2.2 DC Power Circuit
2.3 Liquid Crystal Display (LCD)
2.4 Microcontroller
2.5 Real Time Clock (RTC)
2.6 Motor Driver
2.7 Relay
3 Experimental Results and Discussion
4 Conclusion and Recommendation
References
Co-design in Bird Scaring Drone Systems: Potentials and Challenges in Agriculture
1 Introduction
2 The Main Challenges of Agriculture in Namibia
3 Economic Losses Caused by Queleas
4 Control of Queleas
4.1 Modelling and Early Warning
4.2 Application of Chemical Avicide
4.3 Fire-Bombs
4.4 Traditional Methods
4.5 Killing the Birds and Use as Food
4.6 Changing Agricultural Practices
5 Using the Drones for Pest Bird Control
5.1 Methodology: Design of Swarm Drones
5.2 Technical Setup and Analysis Results
5.3 Co-designing the Drones
5.4 Comparison of the Cost of Different Quelea Bird Control Methods
6 Conclusion, Regulations, and Future-Works
References
Proposed Localization Scenario for Autonomous Vehicles in GPS Denied Environment
Abstract
1 Introduction
2 Localization Techniques
2.1 Received Signal Strength Indicator (RSSI)
2.2 Channel State Information (CSI)
2.3 Fingerprinting Technique
2.4 Angle of Arrival (AoA)
2.5 Time of Flight (ToF)
2.6 Time Difference of Arrival (TDoA)
3 Technologies for Localization
3.1 WiFi
3.2 Bluetooth
3.3 Radio Frequency Identification Device (RFID)
3.4 Ultra Wideband (UWB)
4 Proposed Network Scenario
5 Conclusion and Future Work
References
Business Intelligence
E-cash Payment Scheme in Near Field Communication Based on Boosted Trapdoor Hash
Abstract
1 Introduction
2 Related Work
3 The Proposed E-payment Scheme
3.1 Registration Phase
3.2 Authentication Phase
3.3 Key Agreement Phase
3.4 Payment Phase
4 Security Analysis
4.1 Undeniability
4.2 Accuracy
4.3 Prevention of Double-Spending
5 Conclusion
References
Internal Factors Affect Knowledge Management and Firm Performance: A Systematic Review
Abstract
1 Introduction
2 Literature Review
2.1 Research Questions
2.2 Research Objectives
2.3 Research Important
3 Literature Review
3.1 Knowledge Management
3.2 Organizational Performance
4 Methods
4.1 Inclusion/Exclusion Criteria
4.2 Data Sources and Research Strategies
4.3 Data Coding and Analysis
5 Results and Analysis
5.1 RQ1: Distribution of Research Methods
5.2 RQ2: Distribution of Countries
5.3 RQ3: Distribution of Research Context
5.4 RQ4: Distribution of Studies by Year of Publication
6 Conclusion
References
Enhancing Our Understanding of the Relationship Between Leadership, Team Characteristics, Emotional Intelligence and Their Effect on Team Performance: A Critical Review
Abstract
1 Introduction
1.1 Research Importance
1.2 Research Questions
1.3 Research Objectives
2 Literature Review
2.1 Emotional Intelligence
2.2 Team Performance
2.3 Trust
2.4 Team Homogenization
2.5 Leadership
2.6 Team Characteristics
2.7 Team Flexibility
2.8 Team Size
2.9 Team Diversity
3 Methods
3.1 Inclusion and Exclusion Criteria
3.2 Data Sources and Literature Search Strategy
3.3 Quality Assessment
4 Result and Discussion
4.1 Distribution of the Studies in Term of Disciplines
4.2 Distribution of the Frequency of the Factor
5 Conclusion
References
Factors Affect Customer Retention: A Systematic Review
Abstract
1 Introduction
2 Literature Review
3 Methods
3.1 Inclusion/Exclusion Criteria
3.2 Data Sources and Research Strategies
3.3 Quality Assessment
3.4 Data Coding and Analysis
4 Result
4.1 Distribution of the Studies in Terms of Disciplines/Contexts
4.2 Distribution of the Studies in Terms of Countries in the Context
4.3 Distribution of the Studies in Terms of Publication Year
4.4 Distribution of the Studies in Terms of Research Method
4.5 Distribution of the Studies in Terms of Database
5 Conclusion
References
The Effect of Work Environment Happiness on Employee Leadership
Abstract
1 Introduction
2 Literature Review
2.1 Independent Variable 1: Employee Engagements
2.2 Independent Variable 2: Job Satisfaction
2.3 Independent Variable 3: Workplace Safety
2.4 Independent Variable 4: Valued Social Position
2.5 Independent Variable 5: Friends' Support and Work-Life Conciliation
2.6 Dependent Variable 1: Employee (Women) Leadership
3 Research Model
4 Research Hypotheses
5 Methodology
6 Conclusion
References
Performance Appraisal on Employees' Motivation: A Comprehensive Analysis
Abstract
1 Introduction
1.1 Research Questions
1.2 Research Important
2 Literature Review
3 Methods
3.1 Inclusion/Exclusion Criteria
3.2 Data Sources and Correlation Analysis
3.3 Data Coding and Analysis
4 Results
4.1 The Frequency of the Factors
5 Conclusion
References
Social media and Digital transformation
Social Media Impact on Business: A Systematic Review
Abstract
1 Introduction
2 Literature Review
2.1 Literature Gaps
3 Methods
3.1 Search Strategy
3.2 Data Extraction
3.3 Quality Assessment
4 Results and Analysis
5 Conclusion
References
Digital Transformation and Organizational Operational Decision Making: A Systematic Review
Abstract
1 Introduction
2 Research Contribution and Gaps
3 Methods
3.1 Identify Relevant Studies
3.2 Inclusion/Exclusion Criteria
3.3 Search Strategy
3.4 Quality Assessment
3.5 Data Extraction
4 Results
4.1 Digital Transformation in the Business Context
4.2 Area of Operational Decision Making in Organization Digital Transformation Context
5 Conclusion
References
The Impact of Innovation Management in SMEs Performance: A Systematic Review
Abstract
1 Introduction
2 Methods
2.1 Inclusion/Exclusion Criteria
2.2 Data Sources and Research Strategies
2.3 Quality Assessment
2.4 Data Coding and Analysis
3 Result and Discussion
4 Conclusion
References
The Effect of Digital Transformation on Product Innovation: A Critical Review
Abstract
1 Introduction
2 Literature Review
3 Methods
3.1 Inclusion/Exclusion Criteria
3.2 Data Sources and Research Strategies
3.3 Quality Assessment
4 Results
4.1 Country-Wise Distribution
4.2 Industry-Wise Distribution
4.3 Sample Size Used
5 Conclusion
References
Women Empowerment in UAE: A Systematic Review
Abstract
1 Introduction
1.1 Research Country Context
1.2 Research Objectives
1.3 Research Question
2 Literature Review
3 Method
3.1 Search Terms
3.2 Inclusion/Exclusion Criteria
3.3 Initial Search Result
3.4 Search Strategy
3.5 Data Coding and Analysis
4 Result
5 Conclusion
References
Robotic, Control Design and Smart Systems
Lyapunov-Based Control of a Teleoperation System in Presence of Time Delay
1 Introduction
2 Dynamic Model of the Teleoperation System
3 The Derivation of the Old Tracking Condition
4 Analytical Verification for the Old Tracking Condition
5 Practical Verification for the Old Tracking Condition
6 Deriving a New Tracking Condition
7 Analytical Verifications for the New Tracking Condition
8 Conclusion and Future Work
References
Development and Control of a Micro-robotic System for Medical Applications
1 Introduction
2 Experimental Setup
2.1 General Considerations
2.2 Reservoir
2.3 Coils
2.4 Paramagnetic Microparticles
2.5 Control Algorithm
2.6 Auto-tuning Methodology
2.7 Peripheral Devices
3 Results
4 Conclusion and Future Work
References
Wake-up Receiver for LoRa-Based Wireless Sensor Networks
Abstract
1 Introduction
2 Related Work
2.1 Wake-Up-Radio (WUR)
2.2 Low Power Long Range Communication
2.3 Wake-Up-Radio (WUR) and Low Power Long Range Communication
3 Design and Implementation
3.1 Network Implementation
3.2 Network Design
4 Experimental Results
4.1 Experiment Setup
4.1.1 OMNeT
4.1.2 Scenarios
4.2 Evaluation Metrics
4.3 Network Performance Analysis
4.3.1 Number of Collisions
4.3.2 Power Consumption
4.3.3 End to End Delay
5 Conclusions
References
Smart Approach for Discovering Gateways in Mobile Ad Hoc Network
Abstract
1 Introduction
2 Literature Review
3 Methodology
3.1 GW Offloading Phase
3.2 The Reactive Phase
3.3 The Proactive Phase
4 Experimental Results
5 Conclusion
References
Computational Intelligence Techniques in Vehicle to Everything Networks: A Review
Abstract
1 Introduction
2 V2X Networks
3 Computational Intelligence Techniques
3.1 Fuzzy Logic
3.2 Artificial Neural Networks
3.3 Evolutionary Computation
3.4 Swarm Intelligence
3.5 Artificial Immune System
4 Computational Intelligence in V2X Communication
4.1 V2X Based FS and ANNs
4.2 V2X Based EC and SI
5 Challenges and Open Issues
6 Conclusion
References
Simultaneous Sound Source Localization by Proposed Cuboids Nested Microphone Array Based on Subband Generalized Eigenvalue Decomposition
Abstract
1 Introduction
2 Microphone Signal Model and Proposed Nested Array
3 The Proposed Sound Source Localization Method Based on GammaTone Filter Bank and Subband GEVD
3.1 The GammaTone Filter Bank for Subband Processing
3.2 The Proposed Subband GEVD for DOA Estimation
4 Simulations and Results
5 Conclusions
Acknowledgment
References
A Framework for Analyzing 4G/LTE-A Real Data Using Machine Learning Algorithms
Abstract
1 Introduction
2 4G/LTE Network KPIs
3 A ML-Based Framework for 4G/LTE-A Performance Evaluation
3.1 Phase 1: Real Data Set Collection
3.2 Phase 2: Preparing Data for ML
3.2.1 Formatting
3.2.2 Data Cleaning
3.2.3 Features Selection
3.2.4 Dimension Reduction
3.3 Phase 3: Data Visualization
3.4 Phase 4: Clustering
3.5 Phase 5: Analyzing Quality Metric
4 Experimental Results and Discussion
5 Conclusion
References
Robust Kinematic Control of Unmanned Aerial Vehicles with Non-holonomic Constraints
1 Introduction
2 Problem Formulation
3 Robust Kinematic Controller Design
4 Numerical Experiments
4.1 Numerical Experiment 1
4.2 Numerical Experiment 2
5 Discussion
6 Conclusion
References
Nonlinear Fractional Order System Synchronization via Combination-Combination Multi-switching
1 Introduction
2 Preliminaries
3 Problem Formulation
4 Illustration
5 Numerical Examples
6 Conclusion
References
Leader-Follower Control of Unmanned Aerial Vehicles with State Dependent Switching
1 Introduction
2 Problem Formulation
3 Leader-Follower Control Strategy for Unmanned Aerial Vehicles
4 Numerical Experiments
4.1 Numerical Example 1
4.2 Numerical Experiment 2
5 Discussion
6 Conclusion
References
Maximum Power Extraction from a Photovoltaic Panel Connected to a Multi-cell Converter
1 Introduction
2 PV System Modeling
3 MPPT Algorithms
3.1 Multi Cell Converter
4 Simulation Results and Discussions
5 Conclusion
References
Hidden and Coexisting Attractors in a New Two-Dimensional Fractional Map
1 Introduction
2 The New 2D Fractional Map
3 Bifurcations and Largest Lyapunov Exponents
3.1 Bifurcation and Largest Lyapunov Exponents Versus System Parameter
3.2 Bifurcation Versus Fractional Order
4 Coexisting Attractors
5 Conclusion
References
Author Index

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Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020

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