
Intelligent Systems and Networks
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Persons
Gwanggil Jeon received his B.S., M.S., and Ph.D. (summa cum laude) degrees from the Department of Electronics and Computer Engineering, Hanyang University, Seoul, Korea, in 2003, 2005, and 2008, respectively. He is currently Professor at the Department of Embedded Systems Engineering, Incheon National University, Incheon, Korea. His current research interests include image processing, particularly image compression, motion estimation, demosaicking, and image enhancement, and computational intelligence, such as fuzzy and rough sets theories. Dr. Jeon was a recipient of the IEEE Chester Sall Award in 2007 and the ETRI Journal Paper Award in 2008.
Nguyen Thi Dieu Linh is working in the Division of Electronics and Telecommunication Engineering in Electronics and Information, Faculty of Electronics Engineering Technology, Hanoi University of Industry, Vietnam (HaUI). She is heading the department since 2015. She has more than 18 years of academic experience in electronics, IoT, smart garden, and telecommunication. She has authored or co-authored more than 15 research articles that are published in journals, books, and conference proceedings. She received her Ph.D. in Information and Communications Engineering from Harbin Institute of Technology, Harbin, China, in 2013
Joan Lu is in the Department of Computer Science and is the research group leader of Information and System Engineering (ISE) in the Center of High Intelligent Computing (CHIC), having previously been a team leader in the IT department of Charlesworth Group publishing company. Professor Lu has published seven academic books and more than 200 peer-reviewed academic papers.
Do Xuan Thu, Doctor of Science and Technology Head of Department of Electronics and Telecommunications, Faculty of Information Technology; University of Transport Technology, 54 Trieu Khuc Street, Thanh Xuan District, Ha Noi City, Vietnam. He has more than 10 years of academic experience in systems, communication networks, and telecommunications equipment and design.
Content
- Intro
- Preface
- Contents
- About the Editor
- Proposal System for Monitoring Parameters in an Industrial Incubator Incorporating SVM Model to Detect Diseased Chickens
- 1 Introduction
- 2 Proposal System
- 2.1 Effective Poultry Incubation Conditions
- 2.2 Sound and Related Diseases
- 2.3 Proposal System
- 3 Result
- 3.1 Result of Temperature and Humidity
- 3.2 Result of Sound Processing Model
- 4 Conclusion
- References
- Designing a Remote Monitoring System for Lakes Based on Internet of Things
- Abstract
- 1 Introduction
- 2 Proposal for Remote Monitoring System for Lakes
- 2.1 Wireless Sensor Network Subsystem
- 2.2 Internet Connecting Subsystem
- 2.3 Data Management Subsystem
- 3 Experiment on the Proposal System
- 3.1 Hardware Devices in Sensor Networks
- 3.2 Reliability of Transmission
- 4 Conclusions
- Acknowledgments
- References
- The Role of Blockchain Security in the Internet of Things
- Abstract
- 1 Introduction
- 1.1 Paper Outline
- 2 Literature Review
- 3 Characteristics of Blockchain in Relations to IoT Security
- 4 Proposed Design and Architecture of IoT and Blockchain Integration
- 4.1 Merits
- 4.2 Demerits
- 5 Code Design and Implementation
- 6 Implementation
- 7 Performance/Conclusion
- References
- Challenges and Merits of Wavelength-Agile in TWDM Passive Optical Access Network
- Abstract
- 1 Introduction
- 2 Challenges of Wavelength-Agility
- 3 Merits of Wavelength-Agility
- 4 Conclusion
- Acknowledgement
- References
- Enabling Technologies and Services for 6G Networks
- 1 Introduction
- 2 6G Technologies
- 2.1 Intelligent Reflective Surfaces (IRS)
- 2.2 Optical Wireless Communications (OWC)
- 2.3 Distributed Network Computations (DNC)
- 2.4 Blockchain and Distributed Ledger
- 2.5 Quantum Computing and Communication
- 2.6 Molecular Communication
- 3 6G Services
- 4 6G Challenges
- 5 Conclusions
- References
- An Enhanced Model for DGA Botnet Detection Using Supervised Machine Learning
- Abstract
- 1 Introduction
- 2 Related Works
- 2.1 Introduction to DGA Botnets
- 2.2 Review of Proposals for DGA Botnet Detection
- 3 The Enhanced Model for DGA Botnet Detection
- 3.1 The Model Description
- 3.2 Classification Feature Extraction
- 3.3 Classification Measures
- 4 Experiments and Results
- 4.1 Experimental Dataset
- 4.2 Experimental Results
- 4.3 Discussion
- 5 Conclusion
- References
- Developing Vietnamese Sentiment Lexicon from Social Reviews Corpus Based on Support Measurement
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Methodology of Vietnamese Sentiment Lexicon with Scoring
- 3.1 Support Measurement in Association Rule
- 3.2 Developing Vietnamese Sentiment Lexicon with Scoring
- 4 Experimental
- 4.1 Dataset
- 4.2 Developing System to Build Vietnamese Sentiment Lexicon with Scoring
- 4.3 Results
- 5 Conclusion
- References
- Designing Bidding Systems in Supply Chain Management Using Blockchain Technology
- Abstract
- 1 Introduction
- 2 Supply Chain and Procurement
- 3 Introduce Problems and Solutions
- 4 Application Model
- 4.1 Overview of Ethereum
- 4.2 Introduction to Solidity and the Remix IDE
- 4.3 Proposed Bidding Application Model
- 4.4 Smart Bidding Contract
- 5 Conclusion
- References
- Feature Selection Using Genetic Algorithm and Bayesian Hyper-parameter Optimization for LSTM in Short-Term Load Forecasting
- 1 Introduction
- 2 Methodology
- 3 Experiments and Results
- 4 Conclusion and Discussion
- References
- Improving Continuous Hand Gesture Detection and Recognition from Depth Using Convolutional Neural Networks
- 1 Introduction
- 2 Detection and Recognition Methods
- 2.1 Gesture Detection and Classification
- 2.2 Combination of Gesture Detection and Classification
- 2.3 Algorithm for Continuous Gesture Detection and Recognition
- 3 Experiments
- 3.1 Dataset
- 3.2 Experimental Results
- 4 Conclusions
- References
- Research on Large-Scale Knowledge Base Management Frameworks for Open-Domain Question Answering Systems
- 1 Introduction
- 2 Wikidata Knowledge Base
- 3 Apache Jena
- 3.1 Introduction to RDF
- 3.2 SPARQL
- 3.3 Apache Jena
- 4 Neo4j
- 4.1 Neo4j and Its Plugin for RDF
- 4.2 Cypher
- 5 Experimental Results and Evaluation
- 5.1 Experiment Installation
- 5.2 Results
- 6 Conclusion
- References
- An Implementation of Firewall as a Service for OpenStack Virtualization Systems
- 1 Introduction
- 2 Related Work
- 3 Proposed Method
- 4 Experiments and Evaluation
- 5 Conclusion
- References
- A Hybrid Swarm Evolution Optimization for Solving Sensornet Node Localization
- Abstract
- 1 Introduction
- 2 Node Location Problem Modeling and Objective Function
- 3 Hybrid Swarm Evolutionary Algorithm (HSEA)
- 3.1 Particles SWarms Optimizer (PSO)
- 3.2 Differential Evolutionary (dE)
- 4 HSEA Algorithm for Node Localization
- 4.1 Adaptive Inertia Weight Updating Strategy
- 4.2 Hybrid Optimization Strategy
- 5 Simulation Experiment and Analysis
- 6 Conclusion
- References
- Deep Learning-Based Imbalanced Data Classification for Chest X-Ray Image Analysis
- 1 Introduction
- 2 The Method
- 3 Experiments
- 4 Conclusions
- References
- Mathematical Modeling the Network's Non-linearity for Analyzing and Assessing the Small-Signal Stability in Multi-machine Power Systems
- Abstract
- 1 Introduction
- 2 New Proposed Mathematical Modeling the Small- Oscillation Stability with the Angular Frequency Varying in Time
- 3 Examples
- 4 Conclusion
- References
- Hybrid Louvain-Clustering Model Using Knowledge Graph for Improvement of Clustering User's Behavior on Social Networks
- Abstract
- 1 Introduction
- 2 Preliminaries
- 2.1 Knowledge Graph
- 2.2 Facebook Social Network
- 3 The Proposed Model
- 4 Experiments and Results
- 4.1 Dataset
- 4.2 Experimental Results
- 5 Conclusion
- Acknowledgements
- References
- Design of Air Bubble Detection System Used in Pleural Drainage Suction Systems
- Abstract
- 1 Introduction
- 2 System Demonstration
- 3 System Test
- 4 Conclusion
- Acknowledgments
- References
- An Improved Structural Design for Elastic Beam of Six-Axis Force/Torque Sensor Based on Strain Gauges
- Abstract
- 1 Introduction
- 2 Structure Design
- 2.1 Typical Elastic Beam
- 2.2 Proposed Design for Force/Torque Sensor
- 3 Modeling and Simulation
- 3.1 FEM Simulation
- 4 Results and Discussion
- 5 Conclusions
- Acknowledgements
- References
- QoS Evaluation of Multimedia Data over Multi-hop Ad Hoc Networks for Testbed System
- 1 Introduction
- 2 Related Works
- 3 Designing and Setting Up Multi-hop Wireless Ad Hoc Network Testbed
- 4 Evaluate the Impact of Multimedia Data on Network Performance
- 4.1 Single-Hop Scenario
- 4.2 Multi-hop Scenario
- 5 Conclusion
- References
- Beamforming for Density-Based DBIM Scheme in Ultrasound Tomography
- Abstract
- 1 Introduction
- 2 Working Principles
- 3 Numerical Simulation and Results
- 4 Conclusions
- References
- Improving Social Trend Detection Based on User Interaction and Combined with Keyphrase Extraction Using Text Features on Word Graph
- 1 Introduction
- 2 Related Work
- 3 Proposed Method
- 3.1 Word Graph Representation
- 3.2 Rank Clustering
- 3.3 Graph Scoring
- 3.4 Keyphrase Extraction
- 3.5 Keyphrase Trending Detection
- 4 Experiments
- 5 Results and Discussion
- 6 Conclusion
- References
- Synthesis of Remote Control Law When Taking into Dynamics and Nonlinear of the Missile Stage
- Abstract
- 1 Introduction
- 2 The Dynamic Equation of the Missile
- 3 Synthesis of Control Law
- 4 Simulation and Evaluate the Results
- 5 Conclusion
- References
- Determining for Launcher Distance and Intersection Point of Missile and Target Using Simulation Method
- Abstract
- 1 Introduction
- 2 Kinematics Equation System of Missiles and Targets
- 3 Launch Area Calculation
- 4 Intersection Point Calculation
- 5 Simulation and Result Analysis
- 6 Conclusion
- References
- Integrating Multi-threading into Query-Subquery Nets
- 1 Introduction
- 2 Query-Subquery Nets with Multi-threading
- 2.1 An Overview of Query-Subquery Nets
- 2.2 Integrating Multi-threading into Query-Subquery Nets
- 3 Preliminary Experiments
- 3.1 Experimental Settings
- 3.2 Experimental Results
- 4 Conclusions
- References
- The Next Generation Multifunctional Window System
- Abstract
- 1 Introduction
- 2 Proposed Window Automation System
- 2.1 Proposed System Feature
- 2.2 Network Architecture
- 3 Implementation
- 3.1 Software Design
- 3.2 Implementation Setup
- 4 Result
- 5 Conclusion
- References
- An Improved Automatic Lung Segmentation Algorithm for Thoracic CT Image Based on Features Selection
- Abstract
- 1 Introduction
- 2 Materials and Methods
- 2.1 Databases
- 2.2 The Flowchart of Automated Lung Segmentation Algorithm
- 2.3 Description of the Algorithm
- 3 Experimental Findings
- 4 Conclusion
- References
- Lung Sounds Classification Using Wavelet Reconstructed Sub-bands Signal and Machine Learning
- Abstract
- 1 Introduction
- 2 Methodology
- 2.1 Database
- 2.2 Preprocessing
- 2.2.1 Denoising
- 2.2.2 Down-Sampling and Normalizing
- 2.2.3 Lung Sound Signals Decomposition with Multiresolution
- 2.2.4 Features Extraction
- 3 Result and Discussion
- 4 Conclusion
- References
- Portfolio Selection with Risk Aversion Index by Optimizing over Pareto Set
- 1 Introduction
- 2 Theoretical Preliminaries
- 2.1 Portfolio Selection by Markowitz Model
- 2.2 Portfolio Selection Problem with Risk Aversion Index
- 2.3 The Equivalent Convex Programming Problem
- 3 Procedures and Computing Experiments
- 4 Conclusion
- References
- Control Design for Two-Channel Missile Systems
- Abstract
- 1 Introduction
- 2 The Physical Principal and Mathematical Model of Missiles
- 3 Proposed Algorithm
- 4 Conclusions
- References
- Detecting Leftover Food and the Shrimp for Estimating of the Shrimp Body Length Based on CNN
- 1 Introduction
- 2 Materials
- 3 Proposed Approach
- 4 Experiments
- 5 Conclusions and Perspectives
- References
- Real-Time End-to-End 3D Human Pose Prediction on AI Edge Devices
- 1 Introduction
- 2 Related Work
- 2.1 Human Pose Estimation
- 2.2 Deep Learning on AI Edge Devices
- 3 Methodologies
- 3.1 Optimize DL Models for AI Edge Devices
- 3.2 The GAN Based 3D Human Pose Prediction Model
- 3.3 The End-to-End Pipeline for Real-Time 3D HPP
- 4 Demonstration and Discussion
- 4.1 Demonstration
- 4.2 Discussion
- 5 Conclusions and Future Work
- References
- Nonlinear Adaptive Filter Based on Pipelined Bilinear Function Link Neural Networks Architecture
- Abstract
- 1 Introduction
- 2 Nonlinear Adaptive PBFLNN Filter
- 3 Simulation
- 4 Conclusion
- Acknowledgements
- References
- Adaptive Reinforcement Learning Motion/Force Control of Multiple Uncertain Manipulators
- Abstract
- 1 Introduction
- 2 Preliminaries and Problem Statement
- 3 Motion/Force Control for Multiple Uncertain Manipulators
- 3.1 Robust Controller for Multiple Uncertain Manipulators
- 3.2 Adaptive Reinforcement Learning for Multiple Uncertain Manipulators
- 4 Simulation Results
- 5 Conclusions
- References
- Road Sign Segmentation for Smart Bicycles
- 1 Introduction
- 2 Literature Review
- 3 Methodology
- 3.1 Annotation
- 3.2 Transfer Learning
- 4 Results
- 5 Conclusion
- References
- Building an Automobile Accident Detection and Messaging System Using Arduino
- Abstract
- 1 Introduction
- 2 Proposed System Architecture
- 3 Experiment Results
- 4 Conclusion
- References
- Upgrade and Complete the Electrical Impedance Measuring System Applying for Meat Quality Analysis and Evaluation
- Abstract
- 1 Introduction
- 2 System Consideration
- 2.1 Tissue Biological Impedance Model
- 2.2 Meat Impedance Measuring System
- 2.2.1 Measurement Principle
- 2.2.2 System Design
- 2.3 Data Analysis
- 3 Experimental Results and Discussion
- 3.1 Fricke Model Circuit Under the Test
- 3.2 Cole-Cole Model Circuit Under the Test
- 3.3 Pork Meat Impedance Measurement
- 4 Conclusion
- References
- Attentive RNN for HS Code Hierarchy Classification on Vietnamese Goods Declaration
- 1 Introduction
- 2 Problem Formulation
- 3 Methodology
- 3.1 Preprocessing Data
- 3.2 Building Model
- 4 Experiment and Results
- 4.1 Evaluation Metrics
- 4.2 Data Description and Preparation
- 4.3 Results
- 5 Conclusion and Discussion
- References
- A Solution to UAV Route Planning Problem Based on Chaotic Genetic Algorithm
- Abstract
- 1 Introduction
- 2 Majority Steps for Trajectory Planning
- 3 Route Planning for UAV by CGA
- 4 Simulation Results
- 5 Conclusions
- References
- Incorporation of Panoramic View in Fall Detection Using Omnidirectional Camera
- Abstract
- 1 Introduction
- 2 Method for Incorporating Panoramic View in Fall Detection on Omnidirectional Video
- 2.1 Background Subtraction
- 2.2 Panoramic De-warping by Polar to Cartesian Transformation
- 2.3 Feature Extraction
- 2.4 Classification
- 3 Results and Discussions
- 4 Conclusions
- References
- Development of an Autonomous Intelligent Mobile Robot Based on AI and SLAM Technology
- Abstract
- 1 Introduction
- 2 System Description
- 2.1 Hardware System
- 3 Robot Control
- 4 Image and Speech Processing
- 4.1 Object Detection
- 4.2 Speech Recognition
- 5 Conclusion
- Acknowledgement
- References
- Solving Resource Forecasting in Wifi Networks by Hybrid AR-LSTM Model
- 1 Introduction
- 2 Model Building
- 3 Data Preparation
- 3.1 Anomaly Detection
- 3.2 Data Processing
- 4 Model Forecasting
- 4.1 ARIMA Model
- 4.2 LSTM Model
- 4.3 Hybrid AR-LSTM Model
- 5 Evaluating Model
- 6 Experiments
- 7 Conclusions
- References
- A New Approach for Large-Scale Face-Feature Matching Based on LSH and FPGA for Edge Processing
- Abstract
- 1 Introduction
- 2 Methodology
- 2.1 Database
- 2.2 Processing Pipeline
- 2.3 LSH Algorithm
- 2.4 Linear Search Module on FPGA
- 3 Experimental Evaluation
- 3.1 Testcase 1
- 3.2 Testcase 2
- 4 Conclusion and Outlook
- Acknowledgement
- References
- An Integer Programming Model for Course Timetabling Problem at HUST
- 1 Introduction
- 2 Modeling the Course Timetabling Problem at HUST
- 2.1 The First Problem: Course-Student-Classroom-Time Problem
- 2.2 The Second Problem: Class-Lecturer Problem
- 3 Model Implementation
- 4 Conclusion
- References
- Real-Time Inference Approach Based on Gateway-Centric Edge Computing for Intelligent Services
- Abstract
- 1 Introduction
- 2 Proposed Intelligent Edge Computing Architecture
- 3 Implementation of Intelligent Edge Computing
- 4 Experiment Results
- 5 Conclusions
- Acknowledgement
- References
- Mannequin Modeling from 3D Scanning Data
- Abstract
- 1 Introduction
- 2 Methods
- 2.1 3D Mannequin Scanning
- 2.2 3D Mannequin Model of the Female Torso
- 2.3 Evaluate the Accuracy of the Mannequin Model
- 3 Results and Discussion
- 3.1 3D Scan Results for Female Torso Mannequin and Scan Data Processing
- 3.2 Result of a 3D Female Torso Mannequin Model
- 3.3 Evaluation of the Accuracy of the Constructed Mannequin Model
- 4 Conclusions
- References
- Development of 3D Breast Measurement System Using Structured Light for Bra Design
- Abstract
- 1 Introduction
- 2 Methods
- 2.1 Setup the 3D Scanning System for Measuring Female Breasts
- 2.1.1 System Building Based on Gray Code and LineShifting Methods
- 2.1.2 Operation Principles of the System 3D Scanning
- 2.2 3D Measurement of the Breast
- 3 Results and Discussion
- 3.1 Measurement Equipment Calibration Results
- 3.2 Measured Results on the Mannequin
- 3.3 Results Measured on the Human Body
- 3.4 Conclusion
- References
- Design Driver Sleep Warning System Through Image Recognition and Processing in Python, Dlib, and OpenCV
- Abstract
- 1 Introduction
- 2 Design System
- 3 An Algorithm to Detect Driver's Drowsiness
- 4 Experiment and Evaluate the Results
- 5 Conclusion
- References
- An Application of a Method of Weighting Assigning for Attributes Based on the Level of Different Body Structures to Improve the Artificial Neural Network for Diagnosing Hepatitis
- Abstract
- 1 Introduction
- 2 Materials and Methods
- 2.1 Materials
- 2.2 Methods
- 3 Results, Discussion and Conclusion
- 3.1 Results
- 3.2 Discussion
- 3.3 Conclusion
- References
- Development of a Multiple-Sensor Navigation System for Autonomous Guided Vehicle Localization
- Abstract
- 1 Introduction
- 2 Localization Method
- 2.1 Kinematic Model
- 2.2 Extended Kalman Filter
- 3 Experimental Model Description
- 3.1 Hardware Model Description
- 3.2 Control Method
- 4 Result and Discussion
- 5 Conclusion
- Acknowledgment
- References
- A Real-Time Human Tracking System Using Convolutional Neural Network and Particle Filter
- Abstract
- 1 Introduction
- 2 System Architect
- 2.1 MobileNet-v2 Architect
- 2.2 One-Stage Detector Deep Learning CNN
- 2.3 Particle Filter Tracking Method
- 3 Experiments and Results
- 3.1 Training Deep Learning CNN Model
- 3.2 Running System and Evaluating Results
- 4 Conclusion
- Acknowledgment
- References
- A Global Solution for Diversity Data Mining Problem
- 1 Introduction
- 2 Diversity Maximization Problem and Applications in Data Mining
- 2.1 The General Diversity Maximization Problem
- 2.2 Data Mining Applications of DDM
- 3 A Global Algorithm
- 3.1 DC Program Formulation
- 3.2 DCA for Solving Problem (1)
- 3.3 SemiDefinite Relaxations
- 4 Numerical Simulations
- 5 Conclusion
- References
- A Study on Anomaly Data Traffic Detection Method for Wireless Sensor Networks
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Premier
- 3.1 Assumptions
- 3.2 Hedge Algebras Outline
- 4 The Proposed Model
- 5 Conclusion
- References
- Research of Large-Scaled Signalling Networks in Terms of Their Network Features and Sturdiness in Case of Mutations
- Abstract
- 1 Introduction
- 2 Preparations and Methodology
- 2.1 Datasets
- 2.2 Definitions of Boolean Network Models and Sturdiness of Network Dynamics
- 2.3 Feedback and Feed-Forward Loops Concepts
- 2.3.1 Feedback Loop and Coupling of Feedback Loops
- 2.3.2 Feedforward Loop
- 3 Results
- 3.1 Correlation Between Knockout-Based Mutation Sturdiness Against the Ratio of Positive Feedback Loops
- 3.2 Correlation Between Knockout-Based Mutation Sturdiness Against the Ratio of Coherent Feedback Loops
- 3.3 Correlation Between Knockout-Based Mutation Sturdiness Against the Ratio of Coherent Feedforward Loops
- 3.4 Correlation Between Knockout-Based Mutation Sturdiness Against Structural Features in Node-Based Level, on Random Generated Networks and KEGG Human Signalling Networks
- 4 Conclusion
- References
- Designing System of Receiving and Processing Urine Flow Rate for the Diagnosis of Benign Prostate Enlargement
- Abstract
- 1 Introduction
- 2 Methods
- 2.1 Uroflowmetry
- 2.2 Block Diagram
- 2.3 Prototype Device
- 3 Calibration
- 3.1 Calibration Loadcell
- 3.2 Evaluate the Accuracy of the System
- 3.3 Urine Flow Simulation Measurement
- 3.4 Preliminary Results
- 4 Conclusion
- References
- An Improved Relay Selection of Cooperative MIMO Based on Channel Priority Matching Algorithm
- Abstract
- 1 Introduction
- 2 System Model
- 3 Channel Priority Matching Algorithm Between Users
- 4 Simulation Analysis Performance of the Priority Matching Between Users
- 4.1 Simulation Parameters
- 4.2 Analysis of Algorithm Performance
- 5 Conclusion
- References
- Keras Convolutional Neural Network Model in Sequential Build of 4 and 6 Layer Architectures
- Abstract
- 1 Introduction
- 1.1 A Subsection Sample
- 2 Architectures
- 2.1 4 - Layer Architecture
- 2.2 6 - Layer Architecture
- 3 Dataset
- 4 Experimental Framework
- 4.1 4 Layer - 50 Epochs
- 4.2 4 Layer - 75 Epochs
- 4.3 4 Layer - 100 Epochs
- 4.4 6 Layer - 50 Epochs
- 4.5 6 Layer - 75 Epochs
- 4.6 6 Layer - 100 Epochs
- 5 Conclusion
- References
- On the Worst Case User Performance in Milliliter Cellular Networks
- 1 Introduction
- 2 System Model
- 3 Simulation
- 3.1 System Model
- 3.2 Simulation Results
- 4 Conclusion
- References
- Open-Loop Short-Circuit Branch Line Dual-Mode Bandpass Filter for Low-Bands 5G Applications
- Abstract
- 1 Introduction
- 2 Design Theory
- 2.1 Open-Loop Short-Circuit Branch Line Dual-Mode Resonator
- 2.2 Enhance Out-Band Rejection
- 3 Filter Performance
- 4 Conclusions
- References
- FPGA Hardware Image Encryption Co-simulation Utilizing Hybrid LFSR and Chaos Maps
- Abstract
- 1 Introduction
- 2 Hybrid LFSR and Fixed Point PRBG-Based Chaotic Maps
- 2.1 Chaotic Logistic Map
- 2.2 Chaotic Lozi Map
- 2.3 Chaotic Tent Map
- 2.4 Chaotic Henon Map
- 2.5 Chaotic Duffing Map
- 2.6 XOR LFSRFixed Point Chaotic Maps Based PRBG
- 2.7 Combined XOR and XNOR for LFPCM-PRBG
- 3 Image Encryption FPGA Framework
- 4 Randomness Test Results
- 5 Performance and Security Analysis
- 5.1 Analysis of the Histogram
- 5.2 Correlation Coefficient Analysis
- 5.3 Analysis of Information Entropy
- 6 Conclusion
- References
- Central Multipath Routing to Minimize Congestion in Tcp/Ip Networks Using Neural Networks
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Multipath Routing and Congestion Control
- 4 Proposal System Model
- 4.1 Central Multipath Routing Decision
- 4.2 Using Feed Forward Neural Network
- 4.3 Using Elman Recurrent Neural Network
- 5 Simulation Results
- 5.1 Simulation of Central Methods Using Omnet++
- 6 Conclusions
- References
- Machine Learning System Using Modified Random Forest Algorithm
- Abstract
- 1 Introduction
- 2 Literature Survey
- 3 Random Forest Algorithm
- 4 Feature Selection
- 4.1 Information Gain
- 4.2 Gini Index
- 5 Proposed Modified Random Forest
- 5.1 Dataset
- 6 Experimental Results
- 7 Conclusions
- References
- Robust Speaker Identification System Based on Variational Bayesian Inference Gaussian Mixture Model and Feature Normalization
- Abstract
- 1 Introduction
- 2 Theoretical Background
- 2.1 Feature Extraction Methods
- 2.2 Feature Scaling (Normalization)
- 2.3 Speaker Modelling
- 3 Proposed Methodology
- 4 Experimental Results
- 4.1 Dataset Discretion
- 4.2 Results
- 4.3 Discussion
- 5 Conclusion
- References
- Document Retrieval in Text Archives Using Neural Network-Based Embeddings Compared to TFIDF
- Abstract
- 1 Introduction
- 2 Problem Overview
- 3 Proposed Solution
- 3.1 The Preprocessing Layer
- 3.2 The Embedding Layer
- 3.3 The Clustering Layer
- 3.4 The Retrieval Layer
- 4 Testing Method and Environment
- 4.1 Preprocessing
- 4.2 Embedding
- 4.3 Clustering Layer
- 4.4 Evaluation
- 5 Conclusion
- References
- Mobile Robot Path Planning Optimization Based on Integration of Firefly Algorithm and Quadratic Polynomial Equation
- Abstract
- 1 Introduction
- 2 Point to Point Trajectories Planning Using Quadratic Parametric Equations
- 3 The Proposed Method of Firefly Algorithm for Mobile Robot Path Planning
- 4 Result and Discussion
- 5 Conclusion
- References
- Megakaryocyte Images Segmentation Using Wavelet Transform and Modified Fuzzy C-means Techniques
- Abstract
- 1 Introduction
- 1.1 Related Works
- 1.1.1 Wavelet Transform Technique
- 1.1.2 Measure of Fuzziness
- 1.1.3 Fuzzy C-means Technique (FCT)
- 2 Methodology
- 2.1 Data Acquisition
- 2.2 Planned Technique
- 2.3 Modified Fuzzy C-Means Technique (MFCT)
- 3 Results
- 4 Discussions
- 5 Conclusions and Future Work
- References
- RESTful API Design for a Real-Time Weather Reporting System
- Abstract
- 1 Introduction
- 2 Related Works
- 3 The Proposed System
- 4 Results and Discussion
- 5 Conclusion
- Acknowledgment
- References
- Filter Based Forwarding Information Base Design for Content Centric Networking
- Abstract
- 1 Introduction
- 2 Related Works
- 3 Cuckoo Filter Background
- 4 Proposed Forwarding Information Base Design
- 5 Evaluation
- 5.1 Memory Usage
- 5.2 Insertion Performance
- 5.3 Lookup Performance
- 5.4 Delete Performance
- 6 Conclusion
- References
- Proposed Method to Generated Values of the RADG Design by Lattice and Logistic Map
- Abstract
- 1 Introduction
- 2 Reaction Automata Directed Graph (RADG)
- 3 Gaussian Lattice Reduction in Dimension Two
- 4 Generate Points as a Values for the RADG States in the RADG Design
- 5 Conclusion
- References
- Matrix Application in Engineering Problems
- Abstract
- 1 Introduction
- 2 Matrix and Uses
- 3 Matrix Role in Cryptography
- 4 Matrix Role in Wireless Communications
- 4.1 MIMO
- 4.2 OFDM
- 5 Application of Matrices in Engineering Science and Other Science
- 6 Conclusion
- References
- Online Failure Prediction Model for Open-Source Software System Based on CNN
- Abstract
- 1 Introduction
- 2 Failure Prediction
- 2.1 Online Failure Prediction
- 2.2 (FIBR-OSS) Model
- 3 Proposed Methodology
- 3.1 Building Convolutional Neural Network (CNN)
- 3.2 New Dataset Generation
- 4 Excremental Results
- 5 Conclusion
- Acknowledgment
- References
- Mobile Cloud GIS Encrypted System for Emergency Issues
- Abstract
- 1 Introduction
- 2 Related Works
- 3 Cloud Computing
- 3.1 Google Spreadsheet
- 3.2 Sheetgo Tool
- 4 Geographic Information System
- 5 Mobile
- 6 Encryption Algorithm
- 6.1 Comparison Between AES and Other Algorithms
- 6.2 Algorithm's Architecture
- 7 The Mobile Cloud and GIS System
- 8 Prototype Implementation
- 9 Results and Discussion
- 10 Conclusion
- 11 Future Work
- Acknowledgment
- References
- Developing a Reliable System for Real-Life Emails Classification Using Machine Learning Approach
- Abstract
- 1 Introduction
- 1.1 Aims of the Proposed Method
- 1.2 Related Works
- 2 Proposed System
- 2.1 Feature Extraction
- 2.2 Clustering
- 3 Classification
- 4 Discussion of the Proposed System Results
- 5 Conclusion
- References
- Breast Cancer Classification Based on Unsupervised Linear Transformation Along with Cos Similarity Machine Learning
- Abstract
- 1 Introduction
- 2 Literature Review
- 3 Proposed Approach
- 3.1 Breast Cancer Dataset
- 3.2 PCA Algorithm
- 3.3 Cos Similarity
- 4 Results
- 5 Conclusion
- Acknowledgements
- References
- A Comparison of Handwriting Systems Based on Different Style Characteristics
- Abstract
- 1 Introduction
- 2 Text-Dependent Writer Recognition
- 3 Text-Independent Writer Recognition
- 4 Global Approaches
- 5 Texture Analysis
- 6 Fractal Dimension
- 7 Local Approaches
- 8 Codebook Based Methods
- 9 Conclusion
- Acknowledgment
- References
- Designing and Implementation of Mobile Application for Healthcare Monitoring
- Abstract
- 1 Introduction
- 2 E-health
- 3 Related Works
- 4 Experimental Setup
- 4.1 Requirement Engineering
- 4.2 Functional Requirements
- 4.3 Non-Functional Requirements
- 4.4 Design and Implementation
- 4.5 The Methodology
- 5 Compared with Other Research
- 6 Conclusions
- Acknowledgments
- References
- Enhanced 2-DPR Replacement Algorithm
- Abstract
- 1 Introduction
- 2 Replacement Algorithm
- 3 The Proposed Method
- 4 Experimental Results
- 5 Conclusion
- References
- Short Interval Forecasting Model of COVID-19 in IRAQ Using State Space Modelling
- Abstract
- 1 Introduction
- 2 The JH Dataset
- 3 COVID-19 IRAQ Data Stats
- 4 Model Design
- 5 Results
- 6 SS Model Performance
- 7 Conclusion
- References
- Enhance a Cloud-Based Distance Learning Computing Management System (LCMS)
- Abstract
- 1 Introduction
- 2 Problem Description Learning Computing Management System (LCMS)
- 3 Research Methodology
- 3.1 OpenStack
- 3.2 Data Base
- 3.3 Installed Moodle on OpenStack
- 4 Results
- 5 Conclusion
- References
- Author Index
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