Note: Intro -- Preface -- Contents -- ICCD-2014 Conference Committee -- About the Editors -- 1 Neutrosophic Logic Applied to Decision Making -- Abstract -- 1…Introduction -- 2…Neutrosophic Decision Making Strategies -- 3…Complex Metrics for Digital Learning Object Evaluation -- 4…Practical Experience -- 5…Conclusion -- Acknowledgments -- References -- 2 Transforming e-Government to Smart Government: A South Australian Perspective -- Abstract -- 1…Introduction -- 2…Open Data: Social and Economic Benefits -- 3…Developing Smart Government Through Open Data -- 3.1 Community Engagement and Coproduction -- 3.2 Financial Investment -- 3.3 Automation -- 3.4 Collaboration -- 3.5 Governance -- 4…Conclusion -- References -- 3 An Online Content Syndication Tool with Built-in Search and Social Sharing -- Abstract -- 1…Introduction -- 2…Architecture -- 2.1 RSS Source Listener -- 2.2 Subscription -- 2.3 RESTful Web Service APIs -- 3…Conclusions -- Acknowledgment -- References -- 4 Customizing EPCglobal to Fit Local ONS Requirements -- Abstract -- 1…Introduction -- 2…EPC Framework -- 3…Related Work -- 4…Proposed System and Implementation -- 4.1 Sample Implementation -- 5…Conclusion -- References -- 5 Distributed CloudIMS: Future-Generation Network with Internet of Thing Based on Distributed Cloud Computing -- Abstract -- 1…Introduction -- 2…Evolution of Network and Application -- 2.1 Evolution of Telecommunication (NGN) -- 2.2 Evolution of Cloud Computing -- 2.3 The Internet of Thing: Machine to Machine the Future Internet -- 2.4 Related Work on IMS, IoT, and Cloud Computing -- 3…The CloudIMS Framework Architecture: Our Proposed Future Network -- 3.1 Our Vision of CloudIMS Platform -- 3.2 Architecture of CloudIMS Platform -- 3.3 Operation, Administration, and Maintenance (OA& -- M) of CloudIMS. , 3.4 Discussion and Motivation of Proposed CloudIMS Features and Use Case Study Characteristics -- 4…Conclusion -- References -- 6 Genetic Algorithm-Based Query Expansion for Improved Information Retrieval -- Abstract -- 1…Introduction -- 2…Proposed Approach -- 2.1 Construction of Term Pool -- 2.2 Genetic Algorithm for Selecting Expansion Terms -- 2.2.1 Representation of Chromosome -- 2.2.2 Fitness Function -- 2.2.3 Algorithm for GABQE -- 3…Experiments and Results -- 4…Conclusion -- References -- 7 Genetic Algorithm-Based Adaptive PID Controller -- Abstract -- 1…Introduction -- 2…The Proposed PID Controller -- 2.1 The Conventional PID Controller -- 2.2 The Adaptive PID Controller -- 2.3 GA-Optimized APID -- 2.3.1 Objective Function of the Genetic Algorithm -- 2.3.2 Different Operations Used in GA -- 3…Results -- 4…Conclusion -- References -- 8 Text Mining for Phishing E-mail Detection -- Abstract -- 1…Introduction -- 2…Related Work -- 3…Proposed Methodology -- 3.1 Data set Preparation -- 3.2 Feature Extraction Using Text Mining -- 3.3 Feature Selection -- 3.4 Classification -- 4…Implementation -- 5…Conclusion -- References -- 9 A Multi-objective Cat Swarm Optimization Algorithm for Workflow Scheduling in Cloud Computing Environment -- Abstract -- 1…Introduction -- 2…Related Work -- 3…Workflow Design -- 4…Multi-objective Scheduling Model -- 5…General CSO Algorithm -- 6…Proposed Algorithm -- 6.1 Seeking Mode -- 6.2 Tracing Mode -- 7…Input Data for Experiment -- 8…Results and Discussion -- 8.1 Output Graphs Generated by MATLAB -- 8.2 Analysis of Resultant Graphs -- 9…Conclusion and Future Scope -- References -- 10 A Case Study of User Behavior in Information Retrieval -- Abstract -- 1…Introduction -- 2…User Behavior in Information Retrieval -- 3…Case Study -- 3.1 Scoring -- 4…Approaches to Incorporating Implicit Feedback -- 5…Conclusion -- References. , 11 Fuzzy Mapping of Robotic Arm Based on LabVIEW -- Abstract -- 1…Introduction -- 2…Implementation of System -- 3…Designing Fuzzy Systems -- 4…A Table LookUp Scheme -- 5…Fuzzy System Design for Robotic Arm -- 6…Mapping for Base of Robotic Arm -- 7…Mapping for Gripping of Object -- 8…Kinematics of Robotic Arm -- 9…Conclusion and Future Work -- References -- 12 An Improvement on NSGA-II for Finding Fast the Better Optimal Solution in Multi-objective Optimization Problem -- Abstract -- 1…Introduction -- 2…A Brief Review on Existing Work -- 3…Proposed Methodology -- 3.1 Algorithm Steps -- 4…Implementation and Result Analysis -- 4.1 Test Problems -- 4.2 Results and Comparison with Other Clustering Methods -- 5…Conclusion and Future Work -- References -- 13 Test Case Creation from UML Sequence Diagram: A Soft Computing Approach -- Abstract -- 1…Introduction -- 2…Related Works -- 3…Proposed Work -- 3.1 Proposed Framework -- 3.2 UML Diagram for Design Document -- 3.3 Message Control Flow Graph -- 3.4 Algorithm to Create Test Cases Using GA -- 4…Implementation and Results -- 4.1 Optimization of Test Paths Using GA -- 4.2 Test Case Creation -- 5…Conclusion -- References -- 14 Solving Nonlinear Constrained Optimization Problems Using Invasive Weed Optimization -- Abstract -- 1…Introduction -- 2…Invasive Weed Optimization -- 3…Multistage Penalty Function -- 4…Results and Discussion -- 5…Conclusions -- References -- 15 ESEC: An Ideal Secret Sharing Scheme -- Abstract -- 1…Introduction -- 2…Related Work -- 3…Non-threshold Secret Sharing Scheme Using ECC -- 4…A Multilevel Secret Sharing Scheme -- 5…Implementation and Analysis -- 5.1 Implementation -- 5.2 Analysis -- 6…Conclusion -- References -- 16 Extended Service Registry to Support I/O Parameter-Based Service Search -- Abstract -- 1…Introduction -- 2…Object Relational Database for Service Registry. , 2.1 WSDL and UDDI Relationship -- 2.2 Object Relational Database as Service Registry -- 2.3 Extended Service Registry -- 2.4 I/O Parameter-Based Service Search -- 2.5 Process of Parameter-Based Service Search -- 3…Experimental Results -- 3.1 Experimental Setup -- 3.2 Comparison of Basic Keyword Search in Registries---JUDDI Versus ESR Approach -- 3.3 Performance of Output Parameter-Based Service Search -- 4…Related Work -- 5…Conclusion -- References -- 17 Realizing New Hybrid Rough Fuzzy Association Rule Mining Algorithm (RFA) Over Apriori Algorithm -- Abstract -- 1…Introduction -- 1.1 Data Mining and Association Rule Mining -- 1.2 Fuzzy ARM Concepts and Rough ARM Concepts -- 2…Theoretical Aspects -- 2.1 Rough Set Concepts and Reducts -- 2.2 Information System and Decision System -- 2.3 Fuzzy c-Means Clustering -- 3…Proposed Algorithm -- 3.1 Algorithm Description -- 3.2 Pseudo Code -- 3.3 Analysis -- 4…Conclusion and Future Work -- References -- 18 Modal Analysis of Hand-Arm Vibration (Humerus Bone) for Biodynamic Response Using Varying Boundary Conditions Based on FEA -- Abstract -- 1…Introduction -- 2…The CAD Model -- 3…Boundary Conditions and Material Properties -- 4…Results and Discussion -- 5…Conclusion -- References -- 19 Preserving Privacy in Healthcare Web Services Paradigm Through Hippocratic Databases -- Abstract -- 1…Introduction -- 2…Related Work -- 3…Example Scenario -- 4…Enhancement of Hippocratic Databases Through Analytical Hierarchy Processing -- 5…Conclusions -- References -- 20 Generation of Array Passwords Using Petri Net for Effective Network and Information Security -- Abstract -- 1…Introduction -- 2…Types of Existing Authentication Methods -- 3…Limitations of Existing Methods -- 4…Need of a Good Password -- 5…Petri Net -- 6…Array Token Petri Net Structure -- 6.1 Basic Notations -- 6.2 Catenation Rule -- 6.3 Firing Rules. , 6.4 Set of Labels -- 7…Model Formulation and Generation of Array Passwords -- 7.1 Petri Net to Generate All Possible 2 x 2 Arrays Over the Alphabet {a, b} -- 7.2 Firing Sequences -- 8…Conclusion -- References -- 21 Application of Genetic Algorithm for Component Optimization to Deploy Geoprocessing Web -- Abstract -- 1…Introduction -- 2…Approaches for Geoprocessing -- 3…The Geoprocessing Web and Component Optimization -- 4…Proposed Work -- 5…Conclusions -- References -- 22 DNA-Based Cryptographic Approach Toward Information Security -- Abstract -- 1…Introduction -- 2…Brief Idea of DNA -- 3…Literature Review -- 4…Proposed Method -- 4.1 Encryption -- 4.1.1 Algorithmic Steps -- 4.2 Embedding -- 4.2.1 Algorithmic Steps -- 5…Algorithmic Presentation -- 5.1 Key Selection -- 5.2 Message Encryption -- 6…Conclusion -- References -- 23 Design a Fuzzy Logic Controller with a Non-fuzzy Tuning Scheme for Swing up and Stabilization of Inverted Pendulum -- Abstract -- 1…Introduction -- 2…Inverted Pendulum Description -- 3…Controller Design -- 4…Proposed Tuning Scheme -- 5…Results -- 6…Conclusion -- Acknowledgment -- References -- 24 Use of Machine Learning Algorithms with SIEM for Attack Prediction -- Abstract -- 1…Introduction -- 2…Related Work -- 3…Frame Work -- 3.1 OSSIM -- 3.2 Dataset and Feature Selection -- 3.3 Find Feature Set Using Information Gain -- 3.4 Classification and Prediction -- 4…Conclusion -- References -- 25 Performance Comparison of Single-Layer Perceptron and FLANN-Based Structure for Isolated Digit Recognition -- Abstract -- 1…Introduction -- 2…Data Set and Feature Extraction -- 2.1 Calculation of Gradient [13] -- 2.2 Generation of Feature Vector [13] -- 2.3 Dimension Reduction -- 3…Classification -- 3.1 Single-Layer Perceptron Structure -- 3.2 FLANN Structure -- 4…Simulation Result -- 5…Conclusion -- References. , 26 Computational Techniques for Predicting Cyber Threats.

Note: Intro -- Preface -- Conference Organizing Committee -- Acknowledgement -- Contents -- Mechatronics -- Research on the Application of Beidou System in Aviation Ammunition Support -- Abstract -- 1 Introduction -- 2 Beidou Navigation and Positioning System Structure -- 3 Beidou Positioning Principle -- 4 Beidou System Application Solution -- 4.1 Security Command Center + Beidou User Machine (Including the Beidou Mobile Command Users and Bei ... -- 4.2 Mobile Command User + Beidou Basic User -- References -- Research on the Aviation Ammunition Support Technology of American Air Force -- Abstract -- 1 Introduction -- 2 The Present Situation of American Aviation Ammunition Support Technology -- 3 GPS Application -- 4 RFID Application Plan of U.S -- References -- The Assembly Redesign of Cage Rotor Separator -- Abstract -- 1 Preface -- 2 Three-Dimensional Design and Assembly Design Analysis of Cage Rotor Separator -- 3 Redevelopment of Fan Blades and Auxiliary Fan Blades of Cage Type Rotor -- 4 Application as an Example, Production and Evaluation -- 5 Application as an Example, Production and Evaluation -- 6 Conclusions and Improvements -- References -- Design and Analysis of Double-Arc Tooth Profile Harmonic Drive -- Abstract -- 1 Introduction -- 2 Design and Modeling of Double-Arc Tooth Profile HD -- 2.1 Design of Flexspline Tooth Profile -- 2.2 Conjugating Profile of Circular Spline (CS) -- 3 Theoretical Analysis of Deformation and Contact Force -- 3.1 Theoretical Analysis of Deformation of the Neutral Layer Line -- 3.2 Theoretical Distribution of Contact Force -- 4 Simulation and Analysis of Double-Arc HD with FEM -- 4.1 Simulation of the Assembling and Meshing -- 4.2 Deformation and Stress Analysis -- 4.3 Analysis of Contact Force Distribution and FS Cup Torsion -- 5 Conclusion -- Acknowledgements -- References. , Second Order Difference Aided CRC Check Stopping Criterion for Turbo Decoding -- Abstract -- 1 Introduction -- 2 Second Order Difference Aided CRC Check Stopping Criterion -- 3 Simulation Results and System Complexity Analysis -- 4 Conclusion -- References -- Comparative Study on Energy Efficiency Evaluation Methods of Variable Frequency Motor System -- Abstract -- 1 Introduction -- 2 Introduction to Common Methods for Energy Efficiency Evaluation of Motor Systems -- 2.1 Nameplate Method -- 2.2 Slip Method -- 2.3 Current Method -- 2.4 Equivalent Circuit Method -- 3 The Evaluation Energy Consumption of Variable Frequency Motor System Based on Loss Analysis -- 4 Comparison and Verification of Different Energy Efficiency Evaluation Methods for 37 kw Variable F ... -- 4.1 Comparison of Measured and Evaluated Results Under 37 KW Frequency -- 4.2 Comparison of Experimental Results -- 5 Conclusion -- References -- Integrated Optimal Speed Change Law of Hydro-Mechanical Continuously Variable Transmission Tractor -- Abstract -- 1 Introduction -- 2 Productivity-Economy Integrated Optimal Evaluation Index -- 3 The HMCVT Speed Change Law -- 4 Optimization Calculation of the Optimal Productivity-Economy -- 5 Conclusion -- Acknowledgment -- References -- Dynamic Three Parameter Range Shifting Law of the Multi-range Hydro-Mechanical CVT -- Abstract -- 1 Introduction -- 2 Analysis and Evaluation Index of Range Shifting Process -- 3 Mathematical Model of the Range Shifting Process -- 4 Dynamic Three Parameter Ranges Shifting Law -- 5 Simulation Analysis -- 6 Conclusion -- Acknowledgment -- References -- Study on Control Strategy of Microquadcopter -- Abstract -- 1 Introduction -- 2 The Controller Design of Microquadcopter -- 2.1 PID Control of Microquadcopter -- 2.2 Fuzzy Control of Microquadcopter -- 2.2.1 The Selection of Structure. , 2.2.2 The Fuzzification of System Variables -- 2.2.3 The Algorithm Design of Fuzzy Reasoning -- 2.2.4 The Defuzzification of Output Variables -- 2.3 Fuzzy PID Control of Microquadcopter -- 2.3.1 The Selection of the Structure of the Fuzzy Controller -- 2.3.2 The Fuzzification of Input and Output Variables -- 2.3.3 The Algorithm Design of Fuzzy Reasoning -- 2.3.4 The Defuzzification of Output Variables -- 3 The Analysis of Simulation Results for Microquadcopter -- 3.1 Simulation of Traditional PID Control for Microquadcopter -- 3.2 Simulation of Fuzzy Control for Microquadcopter -- 3.3 Simulation of Fuzzy PID Control for Microquadcopter -- 3.4 The Analysis of Simulation Results for Microquadcopter -- 4 Conclusions -- Acknowledgments -- References -- Research and Simulation Analysis on Dynamic Matching Characteristics of Electric Vehicle Transmissio ... -- Abstract -- 1 Introduction -- 2 Dynamic System Model and Simulation of Electric Vehicle -- 2.1 Motor Characteristics Experimental Data Processing and Modeling -- 2.2 Battery Model -- 3 Matching Model of Continuously Variable Transmission and Motor -- 3.1 Mathematical Model of Axial Clamping Force of Main and Driven Pulley -- 3.2 EMCVT Speed Ratio Control Strategy -- 4 Conclusion -- Acknowledgement -- References -- The Clutch Control Strategy of EMCVT in AC Power Generation System -- Abstract -- 1 Introduction -- 2 The Control Requirements of EMCVT Clutch in the Alternator -- 3 The Establishment of the Clutch Model -- 3.1 Dynamic Model of the Clutch -- 3.2 Control Objectives and Control Parameters -- 4 The Fuzzy Controller Design of EMCVT -- 4.1 Control Strategy of Clutch Engaging Fuzzy -- 4.2 Selection of Input and Output Variable in Fuzzy Control -- 4.3 Fuzzification of the Input Variables -- 4.4 Establishment of the Fuzzy Control Table -- 4.5 Solve the Fuzzy Process -- 5 Experimental Research. , 6 Conclusion -- Acknowledgement -- References -- Efficient Optimization Strategy of Fuzzy Search for Asynchronous Motor Vector Control System -- Abstract -- 1 Introduction -- 2 Efficiency Optimization Principle of Asynchronous Motor -- 3 Efficiency Optimization Strategies of Fuzzy Search -- 4 Design of Fuzzy Search Controller -- 5 Simulation -- 6 Conclusion -- References -- Analysis of Anti Interference of Channel Control Measure in 2.4 GHz-Band Network -- Abstract -- 1 Introduction -- 2 Literature Survey -- 3 Channel for Three Kinds of Systems and Channel Fusion Model -- 3.1 Wi-Fi System for Modulation and Demodulation of Software Simulation -- 3.2 ZigBee System for Modulation and Demodulation of Software Simulation -- 3.3 Bluetooth System for Modulation and Demodulation of Software Simulation -- 4 Proposed Method -- 4.1 Original Model of the Channel -- 4.2 Channel Control Mechanism Model -- 4.3 Channel Conflict and Control During Parallel Output of Three Kinds of Systems -- 5 Experimental Results -- 5.1 BER of Each Kind of System with Three Users Access -- 6 Conclusion -- References -- A Curve Fitting Method for Evaluating Pilot Operation Quality -- Abstract -- 1 Introduction -- 2 Proposed Method -- 3 Conclusion -- References -- Modeling and Simulation -- Simulation Design of Improved OPTA Thinnin Algorithm -- Abstract -- 1 Introduction -- 2 The Principle of OPTA Thinning Algorithm and the Improved Algorithm Design -- 2.1 OPTA Thinning Algorithm Principle -- 2.2 Serial Parallel Hybrid Algorithm Based on OPTA -- 3 Algorithm Validation -- 3.1 Fingerprint Image Source -- 3.2 Fingerprint Image Simulation -- 4 Conclusion -- References -- Fusion Evaluation of Ammunition Based on Bayes Method -- Abstract -- 1 Introduction -- 2 Fusion Evaluation Method for Ammunition Storage Reliability -- 2.1 Fusion Evaluation Algorithm. , 2.2 Integral Approximate Calculation -- 2.3 The Example Analysis -- 3 Conclusion -- References -- Fault Diagnosis of Analog Circuits Based on Multi Classification SVDD Aliasing Region Identification -- Abstract -- 1 Introduction -- 2 MSVDD Algorithm and Its Shortcomings -- 3 MSVDD Algorithm with Heterogeneous Samples -- 3.1 NSVDD -- 3.2 Process of NMSVDD Algorithm -- 4 Case Analyses -- 5 Conclusions -- References -- A Kind of New Method to Measure Tank Capacity -- Abstract -- 1 Introduction -- 2 Questions to Solve -- 2.1 System Design -- 2.2 National Standard and Technical Index of Storage Tank Volume -- 3 Proposed Methods -- 3.1 Model Hypothesis -- 3.2 System Analysis -- 4 Analysis of Model's Reliability -- 5 Conclusion -- Acknowledgment -- References -- Design of a Compact Electrically Tunable Band-Pass Filter with Wide Tuning Range -- Abstract -- 1 Introduction -- 2 Principle of Electrically Tunable Filter -- 2.1 Analysis of Filter Model -- 2.2 Improvement of Filter Model -- 3 Modeling of Varactor Diodes -- 3.1 Varactor Diode Model -- 3.2 Simulation of Diode Model -- 4 The Results and Analysis of Filter Structure Simulation -- 5 Conclusion Hardware Circuit and Test Results -- 6 Conclusion -- References -- Research on Growth Evaluation of New OTC Market of Science and Technology Enterprises -- Abstract -- 1 Introduction -- 2 Construction of Growth Evaluation Index -- 3 Enterprise Growth Evaluation Model Based on Factor Analysis Method -- 3.1 Mathematical Model of Factor Analysis -- 3.2 Steps of Factor Analysis Method -- 4 Empirical Research -- 4.1 Suitability Testing of Samples -- 4.2 Extracting Main Factor -- 4.3 Name of Factor -- 4.4 Factor Score -- 5 Suggestions and Conclusions -- 5.1 Suggestions -- 5.2 Conclusions -- References -- A WSN Semantic Web Service Discovery Method Based on User Context -- Abstract -- 1 Introduction. , 2 Semantic Web Service Architecture.

Note: Intro -- Preface -- Organizing Committee -- Contents -- 1 Research on Hierarchical Clustering Algorithm Based on Cluster Outline -- Abstract -- 1…Introduction -- 2…Definition and Solution -- 2.1 The Definition of Boundary Point and Cluster Outline -- 2.2 The Solution of Cluster Outline -- 3…The Design of Hierarchical Clustering Algorithm Based on Cluster Outline -- 3.1 The Clustering Between Clusters -- 3.2 The Clustering Between Clusters and Outliers -- 3.3 The Process of the Algorithm -- 4…The Experimental Analysis -- 5…Conclusions -- Acknowledgments -- References -- 2 Exploration of Fault Diagnosis Technology for Air Compressor Based on Internet of Things -- Abstract -- 1…Introduction -- 2…The Remote Diagnosis System Designment of the Air Compressor Using Internet of Things -- 3…Field Information Collection with the Internet of Things Technology -- 4…To Realize Remote Monitoring Using Communication Technology -- 5…To Build Fault Model -- 6…To Establish Fault Diagnosis Expert System -- 7…Summary -- Acknowledgments -- References -- 3 An Enhancement Algorithm Based on Fuzzy Sets Algorithm Using Computer Vision System for Chip Image Processing -- Abstract -- 1…Introduction -- 2…Related Works -- 2.1 Image Enhancement -- 2.2 Vision-Based Detection System -- 2.3 Image Edge -- 3…Methodology -- 3.1 Introduction of Fuzzy Sets -- 4…Results and Discussion -- 5…Conclusions -- References -- 4 Development of DDoS Attack Defense System Based on IKEv2 Protocol -- Abstract -- 1…Introduction -- 2…IKEv2 Protocol Analysis and Design -- 3…Development of DDoS Attack Defense System Based on IKEv2 Protocol -- 4…Conclusions -- References -- 5 Power Data Network Dynamic Simulation Platform -- Abstract -- 1…Introduction -- 2…Introduction of Existing Simulation Technology -- 3…Dynamic Simulation Platform for the Design of the Electric Power Data Network. , 3.1 Logical Structure -- 3.2 Hierarchy -- 4…Working Mechanism of Power Data Network Dynamic Simulation Platform -- 4.1 Simulate the Dynamic Interaction Objects -- 4.2 Dynamic Mock Object -- 4.3 Different Levels of Dynamic Change Agreement -- 4.4 Simulation Performance Improvements -- 5…Conclusions -- Acknowledgments -- 6 An Emotional Model Based on Multiple Factors -- Abstract -- 1…Introduction -- 2…Problem Description and Approach -- 2.1 Problem Description -- 2.2 Perception Module -- 2.3 Subconscious Module -- 2.4 Inside Variable Module -- 2.5 Character Module -- 2.6 Mood Module -- 2.7 Emotion Module -- 2.8 Behavior Module -- 3…Experiments and Results -- 3.1 Experiments -- 3.2 Results -- 4…Conclusions -- 7 Multi-Source and Heterogeneous Knowledge Organization and Representation for Knowledge Fusion in Cloud Manufacturing -- Abstract -- 1…Introduction -- 1.1 Cloud Manufacturing -- 1.2 Knowledge Fusion and Service -- 2…Analysis of Knowledge Resources and Requirements for Knowledge Organization and Representation of Group Corporation in Cloud Manufacturing -- 2.1 Features of Group Corporation Knowledge Management and Knowledge Resource Classification -- 2.2 Requirement Analysis of Knowledge Organization and Representation in Group Corporation -- 3…Knowledge Organization and Representation Model for Knowledge Fusion -- 3.1 Knowledge Unit -- 3.2 Fusion Knowledge -- 4…Framework of Knowledge Fusion and Service in Cloud Manufacturing -- 5…Conclusions -- References -- 8 Research of Dynamics and Deploying Control Method on Tethered Satellite -- Abstract -- 1…Introduction -- 2…A System Dynamics Model -- 3…Analyze the Values of System Parameters -- 4…Simulation and Analysis -- 5…Conclusions -- References -- 9 Using Auto-Associative Neural Networks for Signal Recognition Technology on Sky Screen -- Abstract -- 1…Introduction. , 2…Hopfield Associative Neural Network -- 2.1 Discrete Hopfield Network Theory -- 3…Application of Hopfield Network for Typical Projectile Signal -- 3.1 Extraction of Pattern Feature -- 3.2 Associative Memory Algorithm for Discrete Hopfield Neural Networks -- 3.3 Simulation and Application for Typical Signal of Sky Screens -- 4…Results -- References -- 10 Research on the Hotspot Information Push System for the Online Journal Based on Open-Source Framework -- Abstract -- 1…Introduction -- 2…Key Technologies -- 2.1 HttpClient -- 2.2 HTMLParser -- 2.3 IKAnalyzer -- 3…The Realization of the System Framework -- 4…Examples -- 5…Summary -- Acknowledgments -- References -- 11 Development of Control System of Wheel Type Backhoe Loader -- Abstract -- 1…Introduction -- 2…The Features of CAN Bus Control System -- 3…Design of the Architecture of CAN Bus Control System -- 3.1 Typical Architecture of CAN Bus Control System -- 3.2 The Architecture of the CAN Bus Control System of Wheel Type Backhoe Loader -- 4…Principle and Functions of the CAN Bus Control System of Wheel Type Backhoe Loader -- 4.1 The Control of Loading Operation -- 4.2 The Control of Excavating Operation -- 4.3 System Indication and Failure Alarm Control -- 5…The Features of the Control System of Wheel Type Backhoe Loader -- 6…Conclusions -- References -- 12 Some Results on Fuzzy Weak Boolean Filters of Non-commutative Residuated Lattice -- Abstract -- 1…Introduction -- 2…Review of Preliminaries -- 3…Fuzzy Weak Boolean Filters of Non-commutative Residuated Lattice -- Acknowledgments -- References -- 13 CGPS: A Collaborative Game in Parking-Lot Search -- Abstract -- 1…Introduction -- 2…The Parking-Lot Searching Scenario -- 3…Algorithm Analysis -- 3.1 Opponent Selection -- 3.2 Game Analysis -- 4…Simulation Analysis -- 5…Conclusions -- References. , 14 A Fuzzy-Based Context-Aware Privacy Preserving Scheme for Mobile Computing Services -- Abstract -- 1…Introduction -- 2…Privacy Challenge of Mobile Computing -- 3…System Overview -- 3.1 Architecture -- 3.2 Context Modeling -- 3.3 Fuzzy-Reasoning Process -- 4…Evaluation -- 5…Conclusions -- Acknowledgments -- References -- 15 Research and Application of Trust Management System -- Abstract -- 1…Introduction -- 2…Trust Management Architecture -- 3…Trust Evaluation Method -- 4…Simulation and Application -- 4.1 A Simulation -- 4.2 Performance Discussion -- 5…Conclusions and Future Work -- Acknowledgments -- References -- 16 Ranaad-Xek: A Prototype Design of Traditional Thai Musical Instrument Application for Android Tablet PC -- Abstract -- 1…Introduction -- 2…Ranaad-Xek -- 2.1 Ranaad-Xek's Composition -- 2.2 Ranaad-Xek Percussions -- 3…Application Specification and Architecture -- 3.1 Framework -- 3.2 Application Specification -- 3.3 Application Architecture -- 3.4 The Playing Mode -- 3.5 Recording System -- 3.6 GUI Design -- 4…Conclusions -- Acknowledgments -- References -- 17 Identifying Accurate Refactoring Opportunities Using Metrics -- Abstract -- 1…Introduction -- 2…Relate Work -- 2.1 Cloned Code -- 2.2 The Difficulties of Identifying Refactoring Opportunities -- 3…An Approach to Identifying Refactoring Opportunities with Metrics -- 3.1 Benefits -- 3.2 Costs -- 3.3 Evaluation of the Benefit and Cost -- 4…Future Work -- Acknowledgments -- References -- 18 Research on Neural Network Predictive Control of Induction Motor Servo System for Robot -- Abstract -- 1…Introduction -- 2…Servo System Modeling -- 3…The Predictive Control Servo System Based on BP Neural Network -- 3.1 Control Structures -- 3.2 Neural Network Predictive Model -- 3.3 Feedback Correction -- 3.4 Scroll Optimization -- 3.5 Neural Network Predictive Control Algorithm Steps. , 4…MATLAB Simulation and Analysis -- Acknowledgments -- References -- 19 Research on Scale-Out Workloads and Optimal Design of Multicore Processors -- Abstract -- 1…Introduction -- 2…Scale-out Workloads -- 3…Experiment and Analysis -- 3.1 Throughput -- 3.2 Latency -- 4…Optimal Design of Multicore Processors for Scale-out Workloads -- 5…Related Work -- 6…Conclusions -- Acknowledgments -- References -- 20 Study of Modified Montgomery's Algorithm and Its Application to 1,024-bit RSA -- Abstract -- 1…Introduction -- 2…RSA Cryptosystem -- 2.1 Montgomery Algorithm and Modified Montgomery Algorithm -- 2.2 Four-to-two CSA -- 2.3 Modified R-L Binary Algorithm -- 3…Algorithm Implementation -- 3.1 Four-to-two Architecture -- 3.2 Modified R-L Binary Architecture -- 4…Conclusions -- References -- 21 A MVS-Based Object Relational Model of the Internet of Things -- Abstract -- 1…Introduction -- 2…MVS-Based Object Relational Model of the Internet of Things -- 2.1 Construction of Basic Data Model -- 2.2 Calculation of Properties' Characteristics of the Internet of Things -- 3…Experimental Verification and Conclusion -- References -- 22 Rateless Code-Based Unequal Loss Protection for Layer-Coded Media Delivery -- Abstract -- 1…Introduction -- 2…ULP-Strider Coding System -- 2.1 Decoding Algorithm -- 2.2 Encoding Process -- 2.3 Analyzing the Construction of Redundancy -- 3…Simulation -- 3.1 Random Sequence Versus Fine-Designed Sequence -- 3.2 Extra Information from Soft Hint -- 3.3 Strider Versus ULP-Strider -- 4…Conclusions -- Acknowledgments -- References -- 23 Construction of the Grade-3 System for GJB5000A-2008 -- Abstract -- 1…Current Software Engineering Process Overview -- 2…Analysis of the Correlation and the Necessity of Fusion Between GJB5000A-2008 and Software Engineering Process -- 3…Built Process System Based on the Software Engineering. , 4…Process Instance Analysis.

Note: Intro -- Preface -- Contents -- About the Editors -- Mechatronics -- 1 Simulation of Off-Wheel Problem of Triangle Tracked Vehicle Based on RecurDyn -- Abstract -- 1 Introduction -- 2 Structure and Relevant Technical Parameters of Triangular Track -- 3 Simulation Test -- 3.1 Virtual Prototype Modeling -- 3.2 Simulation Test on off-Wheel Problem of Track -- 3.3 Simulation Test on Vehicle S Bend -- 4 Conclusion -- References -- 2 Brief Design Requirements of Screen Printing Stencil -- Abstract -- 1 Introduction -- 2 Stencil Design -- 2.1 Frame Design of Circuit Board Stencil -- 2.2 Design of Stencil Tension Net -- 2.3 Mark Point Design of Stencil -- 2.4 Aperture Design of Stencil -- 2.5 Thickness Design of Stencil -- 3 Requirements for Opening Size and Shape of Stencil -- 3.1 Chip Components-Resistors, Inductors, Capacitors -- 3.2 Power MOSFET -- 3.3 QFP, SOP, QFN, IC -- 3.4 BGA -- 4 Conclusion -- References -- 3 Review of Improved Collaborative Filtering Recommendation Algorithms -- Abstract -- 1 Introduction -- 2 Overview of Traditional Collaborative Filtering Algorithms -- 2.1 User-Based Collaborative Filtering Recommendation Algorithm -- 2.2 Item-Based Collaborative Filtering Recommendation Algorithm -- 2.3 Model-Based Collaborative Filtering Recommendation Algorithm -- 3 Improvement and Application of Collaborative Filtering Algorithm -- 3.1 The New Theory Is Introduced into Collaborative Filtering -- 3.2 Data Dynamic Analysis Combined with Collaborative Filtering -- 3.3 Combination of Data Rule Mining and Collaborative Filtering -- 4 Conclusion -- References -- 4 A Preliminary Study on the Application of Computer Technology in Physical Education -- Abstract -- 1 Introduction -- 2 Design of Instructional Model of Autonomous Physical Education Based on Computer Technology -- 2.1 Part Before Class -- 2.2 Part in Class -- 2.3 Part After Class. , 3 Application Analysis of Physical Education Teaching Model Based on Computer Technology -- 3.1 Experimental Subject -- 3.2 Experimental Procedure -- 3.3 Experimental Method -- 3.4 Experimental Result -- 4 Conclusion -- References -- Intelligent Systems -- 5 Design of Archives Management System for Teaching -- Abstract -- 1 Introduction -- 2 Requirement Analysis of System and Database Design -- 2.1 Requirement Analysis -- 2.2 System Functional Structure Design -- 2.3 Database Design -- 3 System Function Realization -- 3.1 Login Module Design -- 3.2 Registration Module Design -- 4 System Test and Operation Result Analysis -- 5 Conclusion -- Acknowledgements -- References -- 6 An Algorithm for Distinguishing Between Speech and Music -- Abstract -- 1 Introduction -- 2 Audio-Related Features -- 3 Algorithm Steps -- 4 Experimental Result -- 5 Summary -- Acknowledgements -- References -- 7 Research on Multiple Overlapping Speakers Number Recognition Based on X-Vector -- Abstract -- 1 Introduction -- 2 Approach -- 2.1 X-Vector -- 2.2 Data Preprocessing -- 2.3 Improving of Feature Extraction -- 3 Experimental Results -- 4 Conclusions -- References -- 8 Discussion on Production Technology and Testing Technology of 1553B Bus Cable Net for Satellite -- Abstract -- 1 Introduction -- 2 Composition of 1553B Bus Cable -- 2.1 1553B Cable Structure -- 2.2 Composition of 1553B Bus Cable -- 3 1553B Bus Cable Network Assembly Process -- 4 1553B Bus Cable Network Installation Quality Test -- 4.1 Bus Cable Net Appearance Inspection -- 4.2 1553B Bus Cable Network Static Performance Test -- 4.3 1553B Bus Cable Network Dynamic Performance Test -- 5 Conclusion -- References -- 9 Feasibility Analysis of Venture Capital Committee in the Innovative Design of Class Management in Colleges and Universities -- Abstract -- 1 Introduction. , 2 Major Pain Points of Class Management in Colleges and Universities -- 2.1 Different Opinions About Head Teacher's Impact on Class -- 2.2 Weak Initiative of Class Cadre -- 2.3 A General Lack of Class Fee -- 2.4 Little Contact with Classes After Graduation -- 3 Pain Points Analysis of Class Management in Colleges and Universities -- 3.1 Urgent Need of System Construction Innovation -- 3.2 Difference in Value Proposition -- 3.3 Foundation -- 3.4 Repulsion and Practical Difficulties -- 4 Innovative Design of Class Management in Colleges and Universities -- 4.1 Description of Class Management Tools -- 4.2 The Feasibility Analysis of Innovative Design -- 5 Conclusions -- Acknowledgements -- References -- 10 A Survey and Study on Satisfaction and Influencing Factors Using Ant Credit Pay via Intelligent Processing -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Data Analysis Method and Theoretical Basis -- 3.1 Chi-Square Test Principle -- 3.2 Principle of Correlation Analysis -- 3.3 Satisfaction Principle -- 3.4 Establishing the Satisfaction Index System -- 4 Analysis on the Satisfaction and Influencing Factors -- 4.1 Reliability Analysis and Validity Analysis of Data -- 4.2 Analysis of College Students' Satisfaction with Using "Ant Credit Pay" -- 4.3 Analysis of College Students' Satisfaction -- 4.4 Analysis of Influencing Factors -- 5 Some Suggestions -- 5.1 Individual Consumption Needs to Be Tailored -- 5.2 Pay Attention to Self-credit and Enhance Self-protection Consciousness -- 5.3 Appropriately Reduce the Withdrawal Procedure Rate and Expand the Use of "Ant Credit Pay" in Daily Life -- References -- 11 A Review on Main Optimization Method of ALBERT in Natural Language Processing -- Abstract -- 1 Introduction -- 2 Recent Development -- 3 Solve the Problem of Insufficient Text Word Vector Learning by Classifying the Output Features of ALBERT. , 4 Solve the Problem of Gradient Explosion and Disappearance in the Process of Long Text Training by Combining the Bi-LSTM Model -- 5 By Combining CRF Model to Better Recognize Long Texts -- 6 By Combining the BiGRU Model to Maximize the Preservation of the Semantic Association of Word Vectors in Long Texts -- 7 Conclusion -- References -- 12 Study on the Influencing Factors of Customer Loyalty in Large Smart Home Furnishing Stores -- Abstract -- 1 Introduction -- 2 Related Theory of Influencing Factors of Customer Loyalty -- 2.1 Experience Marketing -- 2.2 Customer Satisfaction -- 2.3 Measurement of Customer Loyalty -- 3 Establishment of Influencing Factor Model of Customer Loyalty -- 3.1 Selection of Modeling Dimension -- 3.2 Research Hypothesis -- 3.3 Description of Research Model -- 4 Data Analysis on Influencing Factors of Customer Loyalty -- 4.1 Reliability Test -- 4.2 Correlation Analysis -- 4.3 Regression Analysis -- 5 Summary -- References -- 13 A Detection Algorithm of Lung Nodule Based on Faster R-CNN -- Abstract -- 1 Introduction -- 2 Deep Learning Detection Framework and Faster R-CNN -- 2.1 Feature Extraction Network -- 2.2 RPN -- 2.3 ROI Pooling -- 2.4 Classifier -- 3 Pulmonary Nodule Detection Network -- 3.1 Improvement of Feature Extraction Network -- 3.2 Modify Anchors -- 4 Experimental Data and Result Verification -- 4.1 Dataset -- 4.2 Evaluation Criterion -- 4.3 Experimental Result -- 5 Conclusion -- References -- 14 Information Extraction from Contract Based on BERT-BiLSTM-CRF -- Abstract -- 1 Introduction -- 2 Related Research -- 3 Algorithm Model -- 3.1 Contract-Based Language Model (BERT) -- 3.2 BiLSTM-CRF Method Based on Migration Optimization -- 4 Test Results and Analysis -- 5 Concluding Remarks -- References -- 15 Research on Linear Detection Technology for Massive MIMO in Wireless Communications -- Abstract. , 1 Introduction -- 2 Model of Massive MIMO Uplink System -- 3 Linear Detection Algorithm for Massive MIMO System -- 3.1 Linear Detection Algorithm -- 3.1.1 Maximum Ratio Combining Algorithm (MRC) -- 3.1.2 Zero-Forcing Algorithm (ZF) -- 3.1.3 Minimum Mean Square Error Detection Algorithm (MMSE) -- 3.2 Simulation -- 4 Conclusion -- References -- 16 Research on Intelligent Reconfiguration and Recognition Technology of Mobile Environment for Substation Operation -- Abstract -- 1 Introduction -- 2 Object Scanning and Modeling -- 3 Modeling and Scanning Modeling of Dynamic Complex Environment -- 4 Weak Supervision Instance Segmentation of Substation Equipment Based on RGB-T Self Labeling -- 5 Model Compression and Acceleration for Edge Devices -- 6 Research and Development of Environment Intelligent Reconfiguration and Recognition Prototype System for Mobile Side Software and Hardware Platform -- 7 Conclusion -- References -- 17 Development and Application of Power Grid Disaster Intelligent Perception and Emergency Command System -- Abstract -- 1 Introduction -- 2 Electric Power Disaster Emergency Situation Map and 3D Visual Command Technology -- 3 Research and Development of Power Grid Disaster Intelligent Perception and Emergency Command Prototype System -- 4 Conclusions -- Acknowledgements -- References -- 18 Research on State Perception of Power Grid Equipment Based on Intelligent Analysis of Multi-Spectral Data -- Abstract -- 1 Introduction -- 2 Feature Distribution and Time-Domain Correlation of PoWer Equipment Status Under Different Spectrums -- 3 Online Monitoring and Fault Warning of Electrical Equipment Status of Stations and Transmission Lines -- 4 Establish a Sample Library of Power Equipment Faults Based on Three-Light Fusion Imaging -- 5 Comprehensive Evaluation Method of Multi-Spectral Data Analysis Model -- 6 Conclusions -- Acknowledgements. , References.

Note: Intro -- Preface -- Acknowledgements -- Contents -- Autonomous Systems -- Prediction of Rolling Force Based on a Fusion of Extreme Learning Machine and Self Learning Model of Rolling Force -- Abstract -- 1 Introduction -- 2 ELM Algorithm -- 3 Rolling Force Mathematical Model -- 4 Rolling Force Model Self Learning of Finishing Mill -- 5 Forecasting Experiment and Result Based on Rolling Force of ELM -- 6 Conclusion -- References -- User Behavior Profiles Establishment in Electric Power Industry -- Abstract -- 1 Introduction -- 2 Related Work -- 3 User Label System of Electric Power Industry -- 3.1 Behavior Label -- 3.2 Behavior Description Label -- 3.3 Behavior Prediction and User Classification Label -- 4 Label Generation Technique -- 4.1 Label Generation Technique Based on Clustering Algorithm -- 5 Experiment and Analysis -- 5.1 Generate the Behavior Label -- 5.2 Generate the Behavior Description Label -- 5.3 Generate the Behavior Prediction Label and User Classification Label -- 6 Conclusion -- References -- The Optimal Pan for Baking Brownie -- Abstract -- 1 Introduction -- 2 The Distribution of Heat for Pan -- 2.1 Finite Element Analysis -- 2.2 Edge Cutting Model -- 3 Conclusion -- Acknowledgements -- References -- Intelligent Steering Control Based the Mathematical Motion Models of Collision Avoidance for Fishing Vessel -- Abstract -- 1 Introduction -- 2 Intelligent Steering Control Based the Mathematical Motion Models of Collision Avoidance for Fishing Vessel -- 2.1 Merchant Ship Maneuvering Motion Equation -- 2.2 Merchant Ship Intelligent Steering Control -- 2.3 Acquisition of Collision Avoidance Elements -- 3 Application -- 3.1 Simulation Object and Conditions Setting -- 3.2 Simulation Results and Analysis -- 4 Conclusion -- Acknowledgements -- References -- Dynamical Analysis of Fractional-Order Hyper-chaotic System -- Abstract. , 1 Introduction -- 2 Related Work -- 2.1 Fractional-Order Hyper-chaotic Complex System -- 2.2 Dynamic Behavior Analysis of the System -- 2.2.1 System Equilibrium Point -- 2.2.2 The Influence of System Order Variation on the System -- 2.2.3 The Influence of System Parameter Change on the System -- 3 Conclusion -- References -- Evaluating the Performance of the Logistics Parks: A State-of-the-Art Review -- Abstract -- 1 Introduction -- 2 Review on the Evaluation Index System -- 2.1 Establishment of the Evaluation Index System -- 2.2 Discussion on the Evaluation Index System -- 3 Review on the Evaluation Models -- 3.1 Analysis on the Evaluation Models -- 3.2 Discussion on the Evaluation Models -- 4 Conclusions -- Acknowledgements -- References -- A Tabu Search Algorithm for Loading Containers on Double-Stack Cars -- Abstract -- 1 Introduction -- 2 Problem Description -- 2.1 Background Information -- 2.2 Optimization Strategy -- 3 Tabu Search Algorithm for the Container Loading Problem -- 3.1 Introduction to the Algorithm -- 3.2 Tabu Search Algorithm Design -- 4 Numerical Cases -- 5 Conclusions -- Acknowledgements -- References -- Optimization Model Under Grouping Batch for Prefabricated Components Production Cost -- Abstract -- 1 Introduction -- 2 Problem Description and Variables Defining -- 2.1 Problem Description -- 2.2 Variables Defining -- 3 Model Establishing -- 4 Application Instance and Comparative Analysis -- 4.1 Application Instance -- 4.2 Comparative Analysis -- 5 Conclusion -- Acknowledgements -- References -- Air Quality Evaluation System Based on Stacked Auto-Encoder -- Abstract -- 1 Introduction -- 2 The Methods -- 2.1 Introduction to Traditional Method -- 2.2 AQES-SAE System -- 3 The Experiments -- 3.1 Classification with Improved K-means Algorithm -- 3.2 Identification with the SAE Model -- 4 The Results -- 4.1 Clustering Analysis. , 4.2 Superiority of the AQES-SAE System -- 5 Summary -- References -- Pattern Recognition and Vision Systems -- Urban-Rural Difference of the Coupling Between Social-Economic Development and Landscape Pattern in Chengdu Plain -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 2.1 Study Area and Data Source -- 2.2 Coupling Model -- 3 Results -- 3.1 Urban-Rural Differences in Landscape Pattern -- 3.2 Urban-Rural Coupling Differences Between the Landscape Pattern and the Social-economic Development -- Acknowledgments -- References -- A New Model and Algorithm for Clustering -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 New Model of Clustering -- 2.2 Compact Homogenizing of Class -- 2.2.1 The Establishment of Similar Graph Matrix -- 2.2.2 The Establishment of Compact Homogenizing Between Class -- 2.3 Size Similarity Between Class -- 2.4 Cluster Model -- 3 Algorithm -- References -- Gibbs Phenomenon for Bi-orthogonal Wavelets -- Abstract -- 1 Introduction -- 2 Preliminaries -- 3 Gibbs Phenomenon of Biorthogonal Wavelet Expansion -- 4 Conclusion -- Acknowledgments -- References -- {{\varvec \upalpha}} -Convergence Theory -- Abstract -- 1 Introduction -- 2 {{\varvec \upalpha}} -Adherence Dots and {{\varvec \upalpha}} -Accumulation Dots -- 3 {{\varvec \upalpha}} -Convergence of Nets -- 4 {{\varvec \upalpha}} -Convergence of Ideals -- 5 {{\varvec \upalpha}} -Convergence of Filters -- 6 Relations Among Nets, Ideals, Filters -- 7 Applications of {{\varvec \upalpha}} -Convergence Theory of Nets -- References -- Feature Selection Optimization Based on Atomic Set and Genetic Algorithm in Software Product Line -- Abstract -- 1 Introduction -- 2 Basic Concept -- 2.1 Feature Models -- 2.2 Atomic Sets -- 3 Atomic Sets Computation -- 4 Genetic Algorithm for Feature Selection Optimization -- 4.1 Initial Population -- 4.2 Fitness Function. , 4.3 Crossover Operation -- 4.4 Selection Operation -- 4.5 Mutation Operation -- 4.6 The Flow Diagram of Genetic Algorithm -- 5 Experiment and Analysis -- 5.1 Test Model -- 5.2 Experiment Result and Analysis -- 5.2.1 The Simulation Results of Atomic Set -- 5.2.2 The Simulation Results of Genetic Algorithm -- 6 Related Work -- 7 Conclusion -- Acknowledgments -- References -- Product Configuration based on Feature Model -- Abstract -- 1 Introduction -- 2 Configuration Architecture Model -- 3 Feature Modeling -- 3.1 Feature Diagram -- 3.1.1 Basic Feature Diagram -- 3.1.2 Cardinality-Based Feature Diagram -- 3.2 Constraints -- 3.2.1 Boolean Constraints -- 3.2.2 Non-Boolean Constraints -- 4 Automated Support -- 4.1 SAT -- 4.2 BDD -- 4.3 CSP -- 5 Feature Selection -- 5.1 Non-collaborative Configuration -- 5.2 Collaborative Configuration -- 6 Conclusion -- Acknowledgments -- References -- Research on Fast Browsing for Massive Image -- Abstract -- 1 Introduction -- 2 Distributed Computing and Image Pyramid -- 2.1 Distributed Computing -- 2.2 MapReduce -- 2.3 Image Pyramid -- 3 MapReduce Model for Massive Image -- 3.1 Data Blocking Prepared for MapReduce -- 3.2 MapReduce Image Model -- 4 Experiment -- 4.1 Experimental Data and Equipment -- 4.2 Experimental Result -- Acknowledgments -- References -- RVM for Recognition of QRS Complexes in Electrocardiogram -- Abstract -- 1 Introduction -- 2 RVM Classifier -- 3 QRS Detection -- 4 Implementation and Performance Evaluation -- 5 Conclusions -- Acknowledgments -- The Architecture of the RFID-Based Intelligent Parking System -- Abstract -- 1 Introduction -- 2 The Research Status of the Intelligent Parking System -- 3 The Overall Configuration of the System -- 3.1 The Basic Flow of the Intelligent Parking System -- 3.1.1 The Parking Process of the Vehicle with Legal e-tag. , 3.1.2 The Parking Process of the Vehicle Without Legal e-tag -- 3.1.3 The Parking Process of the Vehicle Without Enough Electronic Balance -- 3.2 The Design of the Intelligent Parking Management System -- 3.3 The Basic Requirements for the Intelligent Parking System -- 4 Summary -- References -- A Review of Cognitive Psychology Applied in Robotics -- Abstract -- 1 Introduction -- 2 Robot Affective Computing and Interaction -- 2.1 Emotion Recognition -- 2.2 Affective Modeling -- 2.3 Emotion Expression -- 3 Application of Robot Cognition -- 3.1 Robot Autism Intervention -- 3.2 Robot Education -- 3.3 Household and Nursing Robot -- 4 Conclusion and Prospect -- Acknowledgments -- References -- Robot Vision Navigation Based on Improved ORB Algorithm -- Abstract -- 1 Introduction -- 2 Improved ORB Algorithm -- 2.1 Extreme Points in Scale Space Detection -- 2.2 Extract Stable Feature Points -- 3 Visual Navigation Method -- 4 Experimental Results -- 5 Conclusion -- References -- An Improved Multi-label Relief Feature Selection Algorithm for Unbalanced Datasets -- Abstract -- 1 Introduction -- 2 ReliefF Algorithm -- 3 UBML-ReliefF Algorithm -- 4 Experiment -- 4.1 Datasets -- 4.2 Performance Evaluation Index -- 4.3 Experiment and Results Analysis -- 5 Conclusion -- Acknowledgements -- References -- Area Topic Model -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Area-LDA Topic Model -- 3.1 Overall Design of Area-LDA -- 3.2 Process of Estimator -- 4 Experiments -- 4.1 Dataset -- 4.2 Experiment Settings -- 4.3 Experimental Restuls -- 5 Conclusions -- References -- Predicting Popularity of Topic Based on Similarity Relation and Co-occurrence Relation -- Abstract -- 1 Introduction -- 2 The SCW Method for Prediction of Topic Popularity -- 2.1 Definition -- 2.2 The Description of Topic Popularity -- 2.3 The Analysis of Similarity Relation. , 2.4 The Analysis of Co-occurrence Relation.

Note: Intro -- Preface -- Acknowledgements -- Contents -- Intelligent Systems -- An Android-Based Remote Monitoring System -- Abstract -- 1 Introduction -- 2 Requirement Analysis and Overall Design -- 2.1 Requirement Analysis -- 2.2 Overall Design -- 2.2.1 Monitoring Side -- 2.2.2 Viewing Side -- 2.2.3 Server -- 3 Detailed Design -- 3.1 System Structure -- 3.2 Process Design of the Monitoring System -- 3.3 Collection and Display of Image -- 3.4 Login Process of the Client -- 3.5 Database Design -- 3.5.1 User -- 3.5.2 Monitoring Device -- 3.5.3 Matched Information -- 3.6 Live Server -- 4 Experiment and Analysis -- 5 Conclusion -- References -- An Intelligent Registration Management System for Freshmen -- Abstract -- 1 Introduction -- 1.1 Disadvantages of the Traditional Registration Mode -- 1.2 Purpose of Constructing an Intelligent Registration Management System -- 2 Construction of the Intelligent Registration Management System -- 2.1 Functional Structure of the Intelligent Registration Management System -- 2.2 Identity Authentication of the Intelligent Registration Management System -- 2.3 Data Integration of the Intelligent Registration Management System -- 3 Results -- 4 Conclusions -- References -- Investigation of Wireless Sensor Network of the Internet of Things -- Abstract -- 1 Introduction -- 2 Method -- 3 Results and Discussion -- 4 Conclusion -- Acknowledgments -- References -- A Remote Phase Change System for Low-Voltage Power Distribution Area -- Abstract -- 1 Introduction -- 2 The Structure of System -- 3 Intelligent Phase-Change Unit -- 3.1 Permanent Magnet Relay -- 3.2 AC Zero-Crossing Phase Change Control Strategy -- 3.3 Anti-phase Short Circuit Protection -- 4 Communication Network Unit -- 5 System Control Unit -- 5.1 Software Design for the Intelligent Phase Change Switch -- 5.2 Software Design for the Mater Control Terminal. , 6 Experiments and Results -- 6.1 Synchronous Phase Change Switching Experiment -- 6.2 ZigBee Network Reliability Experiment -- 7 Conclusion -- Acknowledgments -- References -- Design and Implement of Speech Interaction with Indoor Substation Inspection Robot -- Abstract -- 1 Introduction -- 2 Function and Performance Requirements -- 3 Process Design -- 4 Design of Speech Interaction System -- 4.1 Development Mode -- 4.2 Detailed Design -- 5 Conclusion -- Acknowledgments -- References -- Speech Recognition Algorithm of Substation Inspection Robot Based on Improved DTW -- Abstract -- 1 Introduction -- 2 Feature Extraction -- 2.1 Mel-Frequency Cepstrum Coefficients -- 2.2 Endpoint Detection -- 3 Pattern Recognition -- 4 Simulation Experiment -- 5 Conclusion -- Acknowledgments -- References -- The Design of High Accuracy Pedometer Based on an Adaptive and Dynamic Low-Pass Filtering Algorithm -- Abstract -- 1 Introduction -- 2 System Principle -- 3 Waveform Acquisition and Synthesis -- 4 Waveform Analysis -- 5 Calculation and Simulation -- 6 Test and Result -- 7 Conclusion -- Acknowledgments -- References -- Research on Multi-sensor and Multi-target Data Association Problem -- Abstract -- 1 Introduction -- 2 Ant Colony Algorithm and Its Application Principle -- 2.1 Ant Colony Algorithm -- 2.2 Classic TSP Problems -- 3 Occurrence to Multi-target and Multi-sensor Data Association Problems -- 4 Bionic Algorithm -- 4.1 Path Size -- 4.2 Individual Ant -- 4.3 Pheromone Model -- 4.4 Implementation of Algorithm -- 5 Summary -- References -- A Detecting System for Wheel Balancer Based on the Effect Coefficient Method -- Abstract -- 1 Introduction -- 2 The Balance Principle of Effect Coefficient Method -- 3 The Overall Design Scheme and Software Flow of the System -- 4 Examples of Wheel Test -- 5 Conclusion -- Acknowledgements -- Acknowledgements -- References. , Study of Substation Inspection Robot Voice Recognition Algorithm Based on Wavelet Transform -- Abstract -- 1 Introduction -- 2 An Overview of the Algorithm -- 2.1 Wavelet Decomposition -- 2.2 Vector Quantization -- 2.3 Codebook Acquisition -- 2.4 LBG Algorithm -- 3 Simulation Experiment -- 4 Conclusion -- Acknowledgments -- References -- Research on the Development of Intelligent Industrial Control -- Abstract -- 1 Introduction -- 2 Industrial SCADA System -- 2.1 Electric Power SCADA System -- 2.2 Pipeline SCADA System -- 3 Smart Grids -- 4 Intelligent Refining and Chemical Refining -- 5 Conclusion -- References -- Toward Human Motion Sensing: Design and Performance Evaluation of a Minimized Wearable Platform Using Inertial and TOA Sensors -- Abstract -- 1 Introduction -- 2 Hardware Design -- 2.1 Platform Overview -- 2.2 Platform Realization -- 3 Platform Evaluation -- 3.1 Error Definition -- 3.2 Performance Evaluation -- 3.3 Results Analysis -- 4 Conclusion -- Acknowledgments -- References -- Deep Learning of Intelligent Speech Recognition in Power Dispatching -- Abstract -- 1 Introduction -- 2 Power Dispatching Speech Recognition Based on LSTM-CTC -- 2.1 The Framework of Speech Recognition Based on LSTM-CTC -- 2.2 LSTM Neural Network Model -- 2.3 Connectionist Temporal Classification (CTC) Training -- 3 Experimental Analysis -- 4 Conclusions -- Acknowledgement -- References -- An Improved Multi-factor Dimensionality Reduction Approach to Identify Gene-Gene Interactions -- Abstract -- 1 Introduction -- 2 Methods -- 2.1 Multifactor-Dimensionality Reduction (MDR) -- 2.2 Improved Multifactor-Dimensionality Reduction (IMDR) -- 3 Results and Discussions -- 4 Conclusions -- Findings -- References -- Nonlocal Estimation and BM3D Based Face Illumination Normalization -- Abstract -- 1 Introduction -- 2 Non-local Illumination Normalization Algorithm. , 3 BM3D Image De-noising and Enhancement -- 3.1 BM3D Image Denoising [13] -- 3.2 BM3D Image Enhancement [18] -- 4 Experimental Results -- 5 Conclusion -- Acknowledgments -- References -- Design of Rice Traceability System Based on WSN and RFID -- Abstract -- 1 Introduction -- 2 Overall Design Framework of System -- 3 Each Link Design of System -- 4 Design of Data Acquisition Terminal System -- 4.1 Terminal Node Circuit Design -- 4.2 Coordinator Module Design -- 4.3 Router Module Design -- 4.4 Interface Circuit Design -- 4.5 WSN Networking Design -- 4.6 Protocol Stack Workflow -- 4.7 Sensor Data Acquisition Node Program Design -- 4.8 Coordinator Data Sending and Receiving Program Design -- 4.9 Radio Frequency Identification Module Programming -- 5 Phone-End Traceability Software Design -- 5.1 Functional Requirements and Framework Technical Analysis -- 5.2 Main Page Design -- 5.3 Background Design -- 5.4 Database Design -- 6 System Testing and Conclusion -- Acknowledgments -- References -- Design of Stereoscopic Garage System Based on PLC Control -- Abstract -- 1 Introduction -- 2 General Description of a Three-Dimensional Garage -- 3 Stereo Garage Hardware Design -- 3.1 PLC Control Module Design -- 3.2 Stepping Drive Module Design -- 3.3 Screw Driver Module Design -- 4 Dimensional Garage Software Design -- 4.1 HMI Design of a Stereo Garage -- 4.2 PLC Program Design -- 4.2.1 How to Establish Downstream Channels -- 4.2.2 Design of Truck Shifting Program -- 5 Conclusion -- Acknowledgment -- References -- Intelligent Scenario Computing Workflow Fusion Design Technology for Power Mobile Operations -- Abstract -- 1 Introduction -- 2 Workflow Integration Design and Implementation for Power Mobile Operations -- 3 Design and Implementation of Workflow Task-Driven Workflow Function -- 4 Summary -- References. , New Human-Computer Interaction Solution for Next-Generation Power Grid Dispatching System -- Abstract -- 1 Introduction -- 2 New Human-Computer Interaction Research Needs -- 3 Research Foundation and Principle -- 3.1 Research Foundation -- 3.2 Principles -- 4 Implementation Plan -- Acknowledgments -- References -- Towards a Framework for Agent-Based Healthcare Monitoring -- Abstract -- 1 Introduction -- 2 Related Work -- 3 A Framework for Agent-Based Healthcare Monitoring -- 3.1 Agent Roles -- 3.2 System Architecture Modelling -- 3.3 DataAnalysis Agent -- 4 Prototype Implementation and Usage Scenario -- 5 Conclusion and Future Work -- References -- Design and Implementation of Network Traffic Capture Prober Based on General PC -- Abstract -- 1 Introduction -- 2 Network Traffic Measurement Scheme -- 3 Crucial Technology of Prober Implementation -- 3.1 Packet Capture -- 3.2 Prober Management -- 4 Probe Performance Analysis -- 4.1 Traffic Capture Performance -- 4.2 Traffic Sample Performance -- 5 Conclusions -- Acknowledgments -- References -- PAPR Reduction of FBMC-OQAM Signals Using Particle Swam Optimization Algorithm Based on MBJO-PTS -- Abstract -- 1 Introduction -- 2 FBMC-OQAM System -- 2.1 \hbox{OQAM} Pre-post Processing Scheme -- 2.2 Synthesis and Analysis Filter Banks -- 2.3 Prototype Filter Design -- 3 PAPR Reduction for FBMC - OQAM Signals -- 3.1 FBMC - OQAM Signals -- 3.2 Model of MBJO-PTS Scheme -- 3.3 Proposed PSOA for Optimal Solutions Reducing PAPR of FBMC-OQAM System -- 4 Results and Discussion -- 5 Conclusions -- Acknowledgments -- References -- On Abelian Tensor Decomposition and Gradient-Descent Algorithm -- 1 Introduction -- 2 Standard Tensor Decompositions -- 3 Abelian Tensor -- 4 Algorithm for Abelian Tensor Decomposition -- 4.1 Gradient-Descent Algorithm -- 4.2 Lyapunov Method in Analysis of Stability -- References. , Collision Avoidance Method for UAV Using A* Search Algorithm.

Note: Intro -- Committee Members -- Preface -- Contents -- About the Editors -- IOT, Big Data and Cloud Computing -- Big Data: A Boon to Fight Against Cancer Using Map Reduce Framework -- 1 Introduction -- 2 Literature Review -- 3 Proposed Work -- 3.1 MapReduce Architecture -- 4 Conclusion -- References -- Security Attacks and Its Countermeasures in RPL -- 1 Introduction -- 2 Related Work -- 3 About RPL -- 3.1 Control Messages in RPL -- 3.2 Traffic and Modes of Operation in RPL -- 4 Attacks in RPL -- 4.1 Attacks Against Resources -- 4.2 Attacks Against Topology -- 4.3 Attacks Against Traffic -- 5 Analysis -- 6 Conclusion and Future Scope -- References -- An Optimal Policy with Parabolic Demand Carry Forwarded with Three-Parameter Weibull Distribution Deterioration Rate, Scarcity and Salvage Value -- 1 Introduction -- 2 Model Formulation -- 2.1 Assumptions -- 2.2 Notations -- 2.3 Mathematical Formulation -- 3 Numerical Examples -- 3.1 Sensitivity Analysis -- 4 Conclusion -- References -- Information Actions Use for System Activity: Action Modeling Schemas -- 1 Introduction -- 2 The Need in Information Actions Use for System Activity -- 3 Action Modeling Schemas for the Theory of Information Actions Use for System Activity -- 4 Conclusion -- References -- High Security Object Integrity and Manipulation of Conceal Information by Hiding Partition Technique -- 1 Introduction -- 2 Requirements of Hiding Information Digitally -- 3 Digital Image Forensic Techniques for Feature Extraction -- 4 Spatial Transform Techniques -- 5 Conclusion -- References -- Performance Evaluation of FSO Under Different Atmospheric Conditions -- 1 Introduction -- 2 Simulation Setup -- 2.1 Simulation Result and Analysis -- 3 Conclusion -- References -- Smart Communication -- Design and Performance Analysis of High Reliability QOS-Oriented Adaptive Routing Protocol for MANET. , 1 Introduction -- 2 MANET -- 2.1 MANETS Characteristics -- 2.2 Application Areas of MANETS -- 2.3 Link Stability -- 3 Literature Survey -- 4 QOS-Oriented Adaptive Routing Protocol for 'MANET' -- 4.1 Formulas -- 4.2 Algorithm -- 5 Results -- 6 Conclusion -- References -- Circular Patch Antenna with Perturbed Slots for Various Wireless Applications -- 1 Introduction -- 2 Parameters for the Proposed Design -- 3 Results of the Proposed Antenna -- 4 Conclusion -- References -- A Secure Handshaking AODV Routing Protocol (SHS-AODV) with Reinforcement Authentication in MANET -- 1 Introduction -- 2 Ad Hoc on Demand Distance Vector -- 2.1 Path Discovery -- 2.2 Reverse-Path Setup -- 2.3 Forward-Path Setup -- 2.4 Route Table Management -- 2.5 Path Maintenance -- 2.6 Local Connectivity Management -- 3 Literature Survey -- 4 SHS-AODV Routing Protocol -- 4.1 Key Generation -- 4.2 Elliptic Curve Cryptographic Algorithm (Ecc) -- 4.3 Algorithm -- 5 Results -- 5.1 Simulation Environment -- 5.2 Performance Metrics -- 6 Conclusion -- References -- AI-Powered Smart Routers -- 1 Introduction -- 2 Related Work -- 2.1 Ununified Routing (Loosely Coupled Mono-Cum-Multi-agent Evolution Strategies) -- 2.2 Unified Routing (Close-Coupled Single-Cum-Multi-agent Evolution Strategies) -- 3 AI-Powered Network Routing -- 3.1 Regenerative Control Paradigm -- 3.2 Unified and Ununified AI-Powered Networking -- 4 Brainy (SMART/Intelligent) Network -- 4.1 Unified and Ununified AI-Powered Networking -- 5 Simulation -- 6 AI-Powered and Brainy Hardware Routers -- 6.1 Framework Design Formulation -- 6.2 Simulation Results -- 7 Conclusion -- References -- Modified Sierpinski Gasket Monopole Fractal Antenna for Sub 6 GHz 5G Applications -- 1 Introduction -- 2 Evaluation of Antenna Design -- 3 Performance Analysis of Proposed Antenna -- 4 Performance Analysis of Proposed Antenna -- 5 Conclusion. , References -- Design of a Dual-Ring Resonator Antenna for WBAN Applications -- 1 Introduction -- 2 Implementation of Dual-Ring Resonator -- 3 Results -- 4 Conclusion -- References -- Performance Analysis of MIMO Antenna for Isolation Improvement -- 1 Introduction -- 2 Single Antenna Design Calculations -- 3 Design of MIMO Antenna -- 4 Analysis of the Space Diversity of MIMO Antenna -- 5 Analysis of Prototype Orthogonal MIMO -- 6 Conclusion -- References -- Low Power and High-Speed Full Adder with Complemented Logic and Complemented XOR Gate -- 1 Introduction -- 2 Review of Full Adders -- 2.1 Hybrid Full Adder [9] -- 3 Proposed Full Adder -- 3.1 Sum Output Generation Using XNOR Cell -- 3.2 Carry Output Using XNOR Cell -- 4 Delay Analysis -- 5 4-Bit Adder -- 6 Power Analysis -- 7 Conclusion -- References -- Determining the Number of Bit Encryption That Is Optimum for Image Steganography in 8 Bit Images -- 1 Introduction -- 2 Various Techniques of Image Steganography -- 2.1 LSB Method -- 2.2 Palette-Based Technique -- 2.3 Secure Cover Selection -- 3 Terms Used -- 4 Proposed Method -- 5 Result -- 6 Discussion -- 7 Conclusion -- References -- Design and Analysis of 2nd-Order Bandpass Filters Using SIW and Microstrip Patch Transitions with Stub Matching -- 1 Introduction -- 2 Design-1 -- 3 Design 2 -- 4 Results Analysis -- 5 Conclusions -- References -- Planar Split Ring Resonating Antenna Design -- 1 Introduction -- 2 Antenna Design -- 3 Simulation Results -- 4 Conclusion -- References -- Pentagonal Microstrip Patch Antenna with Circular Slot for 9 GHz Applications -- 1 Introduction -- 2 Design of Pentagonal Patch with Slot -- 3 Results of the Proposed Antenna -- 4 Conclusion -- References -- Simulation and Analysis of an Optical Communication System Implementing DCF with Various Pulse Generators -- 1 Introduction -- 2 Simulation and Design. , 3 Result and Discussion -- 4 Conclusion -- References -- Simulation and Analysis of an 8 Channel CWDM Optical Network Suitable for Smart City Applications -- 1 Introduction -- 1.1 Multiplexing -- 1.2 DWDM -- 1.3 CWDM -- 2 Simulation Setup -- 3 Result and Discussion -- 4 Conclusion -- References -- Design of Low-Power Dynamic Threshold MOSFET (DTMOS) Push-Pull Inverter -- 1 Introduction -- 2 Proposed Design and Analysis -- 3 Simulation Results -- 4 Conclusion -- References -- Epileptic Seizure Detection Using Deep Learning Architecture -- 1 Introduction -- 2 Literature Review -- 3 Method Initiation with Improved Techniques -- 3.1 Data Extraction -- 3.2 Data Classification -- 4 Proposed Model -- 5 Result and Discussion -- 6 Conclusion -- References -- Ultra High Rate Inter-Satellite Optical Wireless Transmission Using DP-QPSK -- 1 Introduction -- 2 Modulation Format and Inter-Satellite Link -- 3 Proposed Set up -- 4 Results and Discussion -- 5 Conclusion -- References -- Investigation on Reactive Power Compensation Using STATCOM -- 1 Introduction -- 2 Research Method -- 2.1 Block Description and Operational Strategy -- 2.2 Network Description and Simulation -- 3 Results and Discussion -- 4 Conclusion -- References -- Smart Energy Systems -- Optimization of Set-Point Deviation and Current Ripple of PMSM by CCS-MPC Method -- 1 Introduction -- 2 PMSM Model Description -- 3 Model Description of CCS-MPC Method -- 4 Results and Discussion -- 5 Conclusion -- References -- Comparative Study, Design and Performance Analysis of Grid-Connected Solar PV System of Two Different Places Using PV syst Software -- 1 Introduction -- 2 Grid-Tied PV System -- 3 Methodology -- 3.1 PV Syst Software -- 3.2 Case Study -- 4 Input Requirement -- 4.1 Location -- 4.2 Tilt Angle -- 4.3 Albedo -- 4.4 Module and Inverter Specification -- 4.5 Economics Analysis. , 5 Simulation and Result -- 6 Conclusion -- References -- Transparent Solar Cell: A Powerful Device of Upcoming Era -- 1 Introduction -- 2 Discussion -- 2.1 Working Principle of Transparent Solar Cells -- 2.2 Different Types of Transparent Solar Cell -- 3 Applications -- 4 Conclusion -- References -- Machine Learning Techniques and Applications -- An Adaptive Firefly Optimization Algorithm for Human Gait Recognition -- 1 Introduction -- 2 Framework of the Proposed Approach -- 2.1 Gait Template Extraction -- 2.2 Introduction to Standard Firefly Algorithm (FA) -- 2.3 Adaptive Firefly Algorithm for Feature Selection -- 2.4 Pseudo-Code of an Adaptive Firefly Algorithm for Feature Selection -- 2.5 Combination of PCA and LDA -- 3 Experimental Analysis -- 3.1 Parameter Setting -- 3.2 Performance Evaluation Metrics of Classification -- 3.3 Results and Discussion -- 4 Conclusion -- References -- Job Prediction Astrology for Using Classification Techniques in Machine Learning -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Data Set (HOROSCOPE) -- 3.2 Feature Extraction -- 4 Data Processing Techniques -- 4.1 Logistic Regression -- 4.2 Naïve Bayes Classification -- 4.3 DTNB -- 5 Experiments and Analysis -- 6 Conclusion -- References -- Developed Face and Fingerprint-Based Multimodal Biometrics System to Enhance the Accuracy by SVM -- 1 Introduction -- 1.1 Face Recognition -- 1.2 Fingerprint Recognition -- 1.3 Fusion -- 2 Literature Review -- 3 Methodology -- 3.1 Face -- 3.2 Finger -- 3.3 Principal Component Analysis -- 3.4 SVM Classifier -- 4 Result and Experiments -- 5 Conclusion -- References -- A Survey on Deep Learning Techniques for Anomaly Detection in Human Activity Recognition -- 1 Introduction -- 2 Deep Learning -- 3 Methods and Implementation -- 4 Discussions -- 5 Conclusion -- References. , Evaluation of Different Paradigms of Machine Learning Classification for Detection of Breast Carcinoma.

Note: Intro -- ICAIHC Committee -- Preface -- Acknowledgements -- Contents -- About the Editors -- 1 An Adaptive Fuzzy-Based Clustering Model for Healthcare Wireless Sensor Networks -- 1.1 Introduction -- 1.1.1 Resource Management in WSN -- 1.2 Related Work -- 1.3 Proposed Model -- 1.3.1 Fuzzy Sets and Neuro-fuzzy Logic Theory -- 1.4 Simulation and Results -- 1.5 Conclusion and Future Work -- References -- 2 Artificial Pancreas (AP) Based on the JAYA Optimized PI Controller (JAYA-PIC) -- 2.1 Introduction -- 2.2 Problem Statements Formulations -- 2.2.1 Clinical Information -- 2.2.2 Simulation Model -- 2.2.3 MID -- 2.2.4 Patient Output -- 2.3 Control Algorithms -- 2.3.1 Development of JAYA-PIC -- 2.4 Results -- 2.4.1 JAYA-PIC Action in Patient -- 2.4.2 Analysis of Control Actions -- 2.5 Conclusions -- References -- 3 Security Issues and Solutions for Reliable WBAN-Based e-Healthcare Systems: A Systematic Review -- 3.1 Introduction -- 3.2 Methodology -- 3.3 Secured WBAN Requirements -- 3.3.1 Security Paradigms for WBAN -- 3.3.2 Security Needs in WBAN -- 3.4 Security Solutions -- 3.5 Case Studies on WBAN Prototypes -- 3.6 Conclusion -- References -- 4 Brain Tumour Detection by Multilevel Thresholding Using Opposition Equilibrium Optimizer -- 4.1 Introduction -- 4.2 Multilevel Thresholding Based on Entropy -- 4.2.1 Multilevel Thresholding: A Mathematical Approach -- 4.2.2 Entropy Functions -- 4.3 Opposition Equilibrium Optimizer (OEO) -- 4.4 Proposed Brain Tumour Detection Method Using OEO-Based Multilevel Thresholding Approach -- 4.5 Results and Discussion -- 4.6 Conclusion -- References -- 5 RescuePlus -- 5.1 Introduction -- 5.2 Literature Review -- 5.3 Existing Solution -- 5.4 Proposed Solution -- 5.5 Result -- 5.6 Future Scope -- 5.7 Conclusion -- References -- 6 Skeletal Bone Age Determination Using Deep Learning -- 6.1 Introduction -- 6.2 Methodology. , 6.2.1 Data Set Selection -- 6.2.2 Data Pre-processing -- 6.3 Custom Model -- 6.3.1 Model Architecture -- 6.3.2 Approaches -- 6.4 Experiments -- 6.4.1 Loss Functions -- 6.4.2 Comparing with Pre-trained Models -- 6.5 Conclusion -- References -- 7 Chimp Optimization Algorithm-Based Feature Selection for Cardiac Image-Based Heart Disease Diagnosis -- 7.1 Introduction -- 7.2 Chimp Optimization Algorithm-Based Feature Selection for Heart Disease Diagnosis -- 7.2.1 Pre-processing -- 7.2.2 Feature Extraction -- 7.2.3 Feature Selection Using ChOA -- 7.2.4 Classification Using SVNN -- 7.3 Results and Discussion -- 7.4 Conclusion -- References -- 8 The Hospitality Industry's Impact on the COVID-19 Epidemic: A Case Study of Ukraine -- 8.1 Introduction -- 8.2 Literature Review -- 8.3 Research Methods -- 8.4 Results -- 8.4.1 State and Legal Measures -- 8.5 Conclusion -- References -- 9 Society in Front of a COVID-19 Pandemic: India Versus Ukraine -- 9.1 Introduction -- 9.1.1 Research Background -- 9.2 Research Methods and Materials -- 9.3 Results -- 9.3.1 The Speed of Virus Spreading -- 9.3.2 The Risk and Danger Rate Estimation -- 9.4 The Level of Trust in the National Healthcare System and the Satisfaction of Government's Response to COVID-19 Situation -- 9.5 The Emotions and General Psychological State of Respondents -- 9.6 Conclusions -- Notes -- References -- 10 Breast Cancer Detection Using Concatenated Deep Learning Model -- 10.1 Introduction -- 10.2 Proposed Methodology -- 10.2.1 Convolutional Neural Network -- 10.2.2 LSTM -- 10.3 Result Analysis -- 10.3.1 Dataset Description -- 10.4 Conclusion -- References -- 11 Recommendation of Pesticides Based on Automation Detection of Citrus Fruits and Leaves Diseases Using Deep Learning -- 11.1 Introduction -- 11.2 Related Work -- 11.3 Proposed Work -- 11.3.1 Image Acquisition and Preprocessing. , 11.3.2 Image Segmentation -- 11.3.3 Diseases Prediction -- 11.3.4 Experimental Results -- 11.3.5 Fertilizer Recommendation -- 11.4 Conclusion -- References -- 12 Comprehensive Information Retrieval Using Fine-Tuned Bert Model and Topic-Assisted Query Expansion -- 12.1 Introduction -- 12.2 Review of Literature -- 12.3 Comprehensive Information Retrieval -- 12.3.1 BERT Model -- 12.3.2 Topic Modelling Using Latent Dirichlet Allocation -- 12.3.3 The Proposed CIR Architecture -- 12.4 The Proposed Approach -- 12.5 Experimental Results -- 12.5.1 Dataset -- 12.5.2 Evaluation Metrics -- 12.5.3 Performance Evaluations -- 12.5.4 Performance Comparison -- 12.5.5 Discussions -- 12.6 Conclusion -- References -- 13 Diabetic Retinopathy Detection Using CNN Model -- 13.1 Introduction -- 13.2 Related Work -- 13.3 Dataset Used -- 13.3.1 Overview -- 13.3.2 Augmentation -- 13.4 Defining CNN Model -- 13.4.1 Summary of Model Architecture -- 13.4.2 Model Layers -- 13.4.3 Loss Function -- 13.5 Result -- 13.6 Conclusion -- References -- 14 Digi-CANE-An IoT Savior for Visually Sensitive -- 14.1 Introduction -- 14.2 Literature Survey -- 14.3 Objective -- 14.4 General Flowchart -- 14.5 The Sensory Architecture -- 14.5.1 Emergency Sensor (Gyroscope) -- 14.5.2 Cane Module -- 14.5.3 Ultrasonic Sensor -- 14.5.4 Buzzer -- 14.5.5 Arduino Uno -- 14.5.6 Working -- 14.6 Circuit Diagram -- 14.6.1 Hardware Details -- 14.6.2 Working of Ultrasonic Sensor (HC-SR04) -- 14.6.3 Software Requirement Arduino IDE -- 14.7 Conclusion and Future Scope -- References -- 15 Link Performance in Community Detection Using Social Network -- 15.1 Introduction -- 15.2 Literature Review -- 15.3 Methods -- 15.4 Metrics -- 15.5 Experimental Results -- 15.6 Discussion -- 15.7 Conclusion -- References -- 16 Analyze Ego-Centric Nodes in Social Network Using Machine Learning Technique -- 16.1 Introduction. , 16.2 Review of Literature -- 16.3 Materials and Method -- 16.4 Link Influence Strategies -- 16.5 Result and Discussion -- 16.6 Conclusion -- 16.7 Future Enhancement -- References -- 17 5G Revolution Transforming the Delivery in Healthcare -- 17.1 Introduction -- 17.2 Literature Review -- 17.3 Features of 5G Technology -- 17.4 Problems Posed by Current Healthcare Industry -- 17.4.1 Lack of Universal Access -- 17.4.2 Long-Term Chronic Care Burden -- 17.4.3 Aging Population -- 17.4.4 Resource Constraints and Healthcare Disparities -- 17.5 Areas in Healthcare that 5G Will Boost -- 17.5.1 Imaging -- 17.5.2 Diagnostics -- 17.5.3 Data Analytics and Treatment -- 17.6 New Realms that 5G Will Enable -- 17.7 Real-World Trials -- 17.8 Positive Impacts of 5G on Our Healthcare System -- 17.9 Recommendations -- 17.10 Conclusion and Future Works -- References -- 18 A Systematic Review of AI Privileges to Combat Widen Threat of Flavivirus -- 18.1 Significance of AI in Flavivirus Disease Eradication -- 18.1.1 AI in Healthcare -- 18.1.2 Flavivirus-A Detailed Synopsis -- 18.1.3 Flavivirus Characteristics -- 18.1.4 Flavivirus Lifecycle -- 18.1.5 Flavivirus Epidemiology -- 18.2 Detection and Estimation of Flavivirus Disease with Machine Learning Models -- 18.3 Conclusions and Future Direction -- References -- 19 Early Detection of Sepsis Using LSTM Neural Network with Electronic Health Record -- 19.1 First Section -- 19.2 Method -- 19.2.1 Sepsis Data Preprocessing -- 19.2.2 LSTM Model -- 19.3 Result and Discussion -- 19.4 Conclusion -- References -- 20 Detection of COVID-19 Infection from Clinical Findings Using Machine Learning Algorithm -- 20.1 Introduction -- 20.2 Related Works -- 20.3 Materials and Methods -- 20.3.1 Medical Dataset Used -- 20.3.2 Data Preprocessing -- 20.3.3 Feature Selection -- 20.3.4 Classification Algorithms. , 20.4 Performance Evaluation and Results -- 20.4.1 Evaluation Measures -- 20.4.2 Results -- 20.5 Conclusion -- References -- 21 Development of Real-Time Cloud Based Smart Remote Healthcare Monitoring System -- 21.1 Introduction -- 21.2 System Framework -- 21.3 System Modeling -- 21.4 Results and Discussion -- 21.5 Conclusion -- References -- 22 Performance Analysis of Hyperparameters of Convolutional Neural Networks for COVID-19 X-ray Image Classification -- 22.1 Introduction -- 22.2 CNN and Its Optimizers -- 22.3 Experimental Results -- 22.4 Conclusion -- References -- 23 Sequence Rule Mining for Insulin Dose Prediction Using Temporal Dataset -- 23.1 Introduction -- 23.2 Literature Review -- 23.3 Definitions -- 23.3.1 Sequential Rule Mining -- 23.3.2 Support and Confidence -- 23.3.3 Sequence Rule Mining Algorithms -- 23.4 Methodology -- 23.5 Experiment Work -- 23.5.1 Dataset Used -- 23.5.2 Result and Discussion -- 23.6 Conclusion -- 23.7 Future Scope -- References -- 24 Ensemble Deep Learning Approach with Attention Mechanism for COVID-19 Detection and Prediction -- 24.1 Introduction -- 24.2 Related Work -- 24.3 Proposed Model -- 24.4 Data sets, Experiments, and Results -- 24.5 Conclusion and Future Scope -- References -- 25 Semantic Segmentation of Cardiac Structures from USG Images Using Few-Shot Prototype Learner Guided Deep Networks -- 25.1 Introduction -- 25.2 Proposed Work -- 25.2.1 Prototype Learner -- 25.2.2 Segmentor -- 25.3 Experiments -- 25.3.1 Dataset Description and Measures Used -- 25.3.2 Parameters -- 25.3.3 Results and Analysis -- 25.4 Conclusion -- References -- 26 Quantification of Homa Effect on Air Quality in NCR, India: Pollution and Pandemic Challenges in Cities and Healthcare Remedies -- 26.1 Introduction -- 26.1.1 Air Quality Global Challenge in Twenty-First Century -- 26.1.2 How Yajna and Vedic Rituals May Curb Pollution. , 26.2 Literature Review.

Note: Intro -- Preface -- Contents -- About the Editors -- Decision Support Systems -- Enterprise Performance Management Optimization Based on Big Data -- 1 The Role of Big Data in the Optimization of Enterprise Performance Management -- 2 Problems Existing in the Implementation of Enterprise Performance Management in the Context of Big Data -- 3 Optimize the Path of Enterprise Performance Management -- 3.1 Improve Enterprise Human Resource Management Mode -- 3.2 Improve Performance Management Awareness -- 3.3 The Construction of Information System -- 3.4 Big Data Technology Should Be Combined with Business Philosophy -- 3.5 Establish a Corporate Culture System Matching Big Data Performance Management -- 4 Conclusion -- References -- The Study on Optimal Green Supply Chain of New Energy Vehicles -- 1 Introduction -- 2 Model Construction and Analysis -- 2.1 Model Assumptions -- 2.2 Model Construction -- 2.3 Single Factor Allocation Scheme -- 2.4 Comprehensive Factors Benefit Distribution Plan -- 3 Rationality and Feasibility Analysis of the Model -- 3.1 Overview of the Case Enterprise and Profit Distribution -- 3.2 Calculation of Profit Distribution of Case Enterprise and Supply Chain Benefit Distribution of Single Factor -- 3.3 Profit Distribution of Comprehensive Factors -- 3.4 Comparative Analysis of Benefit Distribution Results -- 4 Conclusion and Recommendations -- References -- Research on the Application of Big Data Technology in the Process of Cross-Border E-Commerce Product Selection -- 1 The Basic Cognition of Big Data Technology in Cross-Border E-Commerce Field -- 1.1 Conceptual Recognition of Big Data Technology -- 1.2 The Application Value of Big Data in Cross-Border E-Commerce -- 2 The Main Problems of Cross-Border E-Commerce Product Selection -- 2.1 Isolated Data Islands -- 2.2 Product Homogenization. , 2.3 Localization of Product Selection -- 3 Data Dimension Analysis When Big Data Technology Is Applied to Cross-Border E-Commerce Product Selection -- 3.1 Data Dimension Analysis on Cross-Border E-Commerce Platforms -- 3.2 Dimensional Analysis of Cross-Border E-Commerce Customer Data -- 4 Cross-Border E-Commerce Product Selection Strategies Using Big Data Technology -- 4.1 Determine the Product Line on the Cross-Border E-Commerce Platforms -- 4.2 Determine the Target Customer Group -- 4.3 Combine Marketing and Promotion Strategies -- 5 Prospects of Applying Big Data Technology to Cross-Border E-Commerce Product Selection -- References -- Construction of a Decision Model for the Evaluation System of Practical Teaching Quality Based on AHP -- 1 Introduction -- 2 General Situation of the Practical Teaching Mode of Vocational Education -- 2.1 General Situation of Foreign Vocational Education Practice Teaching Mode -- 2.2 General Situation of Practical Teaching Mode in Domestic -- 3 Analysis of the Quality Evaluation of Practical Teaching -- 4 AHP Model Overview -- 4.1 Construct the Hierarchical Model -- 4.2 Construct a Pairwise Comparison Judgment Matrix and Assign Values -- 4.3 Hierarchical List Sorting and Consistency Check -- 4.4 Level Total Ranking and Consistency Test -- 5 Construction of Evaluation System of Practical Training -- 5.1 Constructing the Evaluation Model -- 5.2 Constructing the Evaluation Index System of Practical Teaching Quality -- 5.3 Scoring Criteria for Secondary Indicators -- 6 Conclusion -- References -- Live Stream and Willingness to Buy: The Interactivity Between Loneliness and Para-social Interaction -- 1 Introduction -- 2 Literature Review and Research Hypothesis -- 2.1 Literature Review -- 2.2 Research Hypothesis -- 3 Study I -- 3.1 Study Design and Process -- 3.2 Data Results and Discussion -- 4 Study II. , 4.1 Study Design and Process -- 4.2 Data Results and Discussion -- 5 Conclusions and Discussion -- 5.1 Conclusion -- 5.2 Theoretical Contributions -- 5.3 Management Implications -- 5.4 Research Shortcomings and Future Perspectives -- References -- Research on Support Capability Evaluation of Road Emergency Transport Support Series Equipment Based on Disaster Condition Emergency Transport Task -- 1 Introduction -- 2 Equipment Support Capability Model Based on Disaster Conditions -- 2.1 Equipment Support Task Analysis -- 2.2 Equipment Support Capability Indicators -- 3 Fuzzy Comprehensive Evaluation Model -- 3.1 Determine the Factor Domain of the Evaluation Object -- 3.2 Determine the Grading Theory Domain of Comments -- 3.3 Establish Fuzzy Relation Matrix -- 3.4 Determine the Weight Vector of Evaluation Factors -- 3.5 Synthesize the Fuzzy Comprehensive Evaluation Result Vector -- 4 Application Analysis of Road Emergency Transport Equipment Support Capability -- 4.1 Weight Analysis -- 4.2 Quantitative Analysis of Indicators -- 4.3 Evaluation Results -- 5 Conclusion -- References -- Research on Emergency Decision-Making Ability of College Student Management Team Based on Prospect Theory -- 1 The Basic Model and Applicability Analysis of Prospect Theory -- 1.1 Basic Model of Prospect Theory -- 1.2 Analysis of the Applicability of Prospect Theory in the Emergency Decision-Making Ability of College Student Management Teams -- 2 The Status Quo of Emergency Management Decision-Making of College and University Student Teams Based on Prospect Theory -- 2.1 The Pre-prevention and Response to Emergency Management in Colleges and Universities Is Insufficient -- 2.2 Improper Response to Emergency Management in Colleges and Universities -- 2.3 The Ability of Colleges and Universities to Guide Emergency Management After the Fact Is Weak. , 3 The Impact and Challenge of Emergencies on the Decision-Making Ability of Emergency Management in Colleges and Universities -- 3.1 Impact on the Organization of Early Warning Emergency Monitoring and Emergency Decision-Making -- 3.2 Challenges to Emergency Management Work Plans, Decision-Making Ability and Working Procedures -- 4 Optimize the Path of Emergency Management for University Student Management Team to Deal with Emergencies -- 4.1 Improve the Emergency Decision-Making Management Organization and the Emergency Decision-Making System -- 4.2 Prevent Online Public Opinions of Emergencies, Improve Work Plans and Standardize Decision-Making Procedures of Emergency Management -- 4.3 Unblock Emergency Information Channels, Do a Good Job in Summarizing Afterward, and Restore Campus Order -- References -- Analysis on the Present Situation and Countermeasures of Employment Decision-Making of College Graduates -- 1 Introduction -- 2 Current Situation of College Graduates' Employment Decision-Making -- 3 Analysis and Integration of Related Research -- 4 Problems Existing in Employment Decision-Making of College Graduates -- 4.1 Cognitive Limitations -- 4.2 Insufficient Employment Information Obtained -- 4.3 Lack of Ability to Make Employment Decisions -- 5 Effective Countermeasures for Employment Decision-Making of College Graduates -- 5.1 Improve the Metacognitive Level of Graduates -- 5.2 Broaden Access to Employment Information -- 5.3 Broaden Access to Employment Information -- 6 Research Implications and Prospects -- References -- Research on Multi-objective Decision Making of Hydropower Station Group Based on CRITIC-TOPSIS Method -- 1 Introduction -- 2 Principle -- 2.1 Comprehensive Evaluation Method Based on CRITIC Weight -- 2.2 Distance-Based Multi-objective Decision-Making Method -- 3 Methods and Procedures. , 3.1 Index Weight Is Obtained Through CRITIC -- 3.2 Solution Ranking Preferences Using the TOPSIS Method -- 4 Case Analysis -- 4.1 Determination of Evaluation Indicators and Attribute Values -- 4.2 Program Evaluation Results -- 4.3 Comparative Analysis of Results with Traditional Multi-objective Decision-Making Methods -- 4.4 Further Preferences in Context -- 5 Conclusion -- References -- Analysis of Influencing Factors of Resident Consumption Level and Establishment of Decision-Making Management Mechanism-Taking Shaanxi Province as an Example -- 1 Research Background -- 1.1 Research Purpose and Significance -- 1.2 Research Contents and Methods -- 2 Current Consumption Level of Residents in Shaanxi Province -- 2.1 Empirical Analysis -- 2.2 Parameter Estimation of the Model -- 2.3 Correlation Analysis -- 3 Analysis Results and Conclusions -- 4 Establish a Scientific Decision-Making Management Mechanism -- 4.1 Developing Industries with Distinctive Features -- 4.2 Narrow the Gap Between Rich and Poor -- 4.3 The Country Should Enhance the Willingness to Consume -- References -- Research on Social Atomization Risk and Governance Decision Making in Emerging Community -- 1 Research Status of Social Atomized and Complex Agent Network Models -- 1.1 Research Status of Social Atomization -- 1.2 Research Status of Complex Agent Network Models -- 1.3 Comprehensive Review -- 2 Investigation and Hypothesis of Atomization of Emerging Community Society -- 2.1 Assumption of Model Construction -- 2.2 Artificial Network Social Evolution Simulation Process -- 2.3 Countermeasure Pilot Experiment and Simulation Test -- 3 Summary and Analysis -- References -- An Empirical Study on the Influence of Internal Control Environment on the Quality of Accounting Information of Listed Companies -- 1 Introduction. , 2 The Theoretical Basis of the Influence of Internal Control Environment on Accounting Information Quality.

Note: Intro -- Committees -- Chief Patron -- Patrons -- Finance Chair -- General Chair -- International Advisory Committee -- Program Chair -- Program Committee -- Organizing Chair -- Organizing Co-chair -- Conference Coordinator -- Convener -- Co-convenor -- Technical Program Committee Chairs -- Preface -- Contents -- About the Editors -- Part I Cloud Computing, Image Processing, and Software -- 1 An Intelligent Online Attendance Tracking System Through Facial Recognition Technique Using Edge Computing -- 1.1 Introduction -- 1.1.1 Motivation and Contribution -- 1.1.2 Organization of the Paper -- 1.2 Related Works -- 1.2.1 In the Year 2017 -- 1.2.2 In the Year 2018 -- 1.2.3 In the Year 2019 -- 1.2.4 In the Year 2020 -- 1.3 Significance of Edge Computing for Online Attendance Tracking System -- 1.4 Methodology -- 1.4.1 Student Registration -- 1.4.2 Faculty Registration -- 1.4.3 Image Capture -- 1.4.4 Face Detection -- 1.4.5 Extraction of Face Encodings -- 1.4.6 Face Recognition -- 1.4.7 Attendance Updation -- 1.5 Practical Implementation -- 1.6 Results and Discussion -- 1.7 Conclusion and Future Work -- References -- 2 Cloud Analytics: An Outline of Tools and Practices -- 2.1 Introduction -- 2.2 Related Work -- 2.3 Exploring the Ideology in Cloud-Based Analytics -- 2.4 Cloud Analytics Platforms -- 2.4.1 Qlik Sense Enterprise -- 2.4.2 Tableau -- 2.4.3 IBM Watson Analytics -- 2.4.4 Microsoft Power BI -- 2.4.5 TIBCO Spotfire X -- 2.4.6 SAS Business Analytics -- 2.5 Discussions -- 2.5.1 Benefits to Cloud-Based Analytics -- 2.5.2 Overview of Emerging Trends -- 2.6 Conclusion -- References -- 3 An Enhanced Fault-Tolerant Load Balancing Process for a Distributed System -- 3.1 Introduction -- 3.2 Background -- 3.2.1 Related Work -- 3.3 Proposed Enhanced Load Balancing Scheme with Resource Failure Rate Consideration -- 3.4 Simulated Results -- 3.4.1 Results. , 3.5 Conclusion -- References -- 4 HeartFog: Fog Computing Enabled Ensemble Deep Learning Framework for Automatic Heart Disease Diagnosis -- 4.1 Introduction -- 4.2 Related Works -- 4.3 HeartFog Architecture -- 4.3.1 Technology Used -- 4.3.2 Hardware Components Used -- 4.3.3 Software Components Used -- 4.4 HeartFog Design -- 4.4.1 Dataset -- 4.4.2 Heart Patient Data Pre-processing -- 4.4.3 Ensemble DL Application -- 4.4.4 Android Interface and Communication -- 4.4.5 Experimental Set-Up -- 4.4.6 Implementation -- 4.5 Results and a Discussion -- 4.6 Conclusion and Future Scope -- References -- 5 A Cloud Native SOS Alert System Model Using Distributed Data Grid and Distributed Messaging Platform -- 5.1 Introduction -- 5.2 Related Work -- 5.3 Preliminaries -- 5.3.1 ZooKeeper as Cluster Coordinator -- 5.3.2 Kafka as a Data Streaming Platform -- 5.3.3 Ignite as the In-Memory Data Grid -- 5.4 Proposed Architecture -- 5.5 Implementation -- 5.6 Conclusion -- References -- 6 Efficient Peer-to-Peer Content Dispersal by Spontaneously Newly Combined Fingerprints -- 6.1 Introduction -- 6.2 Literature Review -- 6.3 Proposed Work -- 6.3.1 Overview -- 6.3.2 Framework Architecture -- 6.3.3 Content Uploading and Splitting -- 6.3.4 Fingerprint Detection -- 6.3.5 Content Distribution -- 6.3.6 Anonymous Communication Protocol -- 6.3.7 Identification of Illegal Distribution -- 6.4 Experimental Results -- 6.4.1 Content Uploading and Splitting -- 6.4.2 Fingerprint Generation -- 6.4.3 Content Distribution -- 6.4.4 Identifying and Preventing Illegal Redistribution -- 6.5 Conclusion -- References -- 7 An Integrated Facemask Detection with Face Recognition and Alert System Using MobileNetV2 -- 7.1 Introduction -- 7.2 Related Works -- 7.3 Methodology -- 7.3.1 Facemask Detection Model -- 7.3.2 The Face-Recognition Model -- 7.3.3 Database -- 7.3.4 Web Application -- 7.4 Results. , 7.5 Conclusion -- References -- 8 Test Case Generation Using Metamorphic Relationship -- 8.1 Introduction -- 8.2 Usability of Successful Test Cases -- 8.3 The Formalization and Insight of Metamorphic Testing -- 8.4 Conclusion -- References -- Part II IoT/Network -- 9 IRHMP: IoT-Based Remote Health Monitoring and Prescriber System -- 9.1 Introduction -- 9.2 Previous Work -- 9.2.1 Architecture -- 9.2.2 Communication Protocol -- 9.3 IRHMP-IoT-Based Remote Health Monitoring and Prescriber System -- 9.3.1 Architecture -- 9.3.2 Functionalities Doctor -- 9.3.3 Implementation Working -- 9.4 Conclusion -- References -- 10 On Boundary-Effects at Cellular Automata-Based Road-Traffic Model Towards Uses in Smart City -- 10.1 Introduction -- 10.2 Review of the State-of-the-Art Available Works -- 10.3 Proposed Empirical Investigation -- 10.3.1 Search for More ECA Rules Toward Uses in Road-Traffic Simulation -- 10.3.2 Investigations on ECA Dynamics Toward Road-Traffic Simulation at Various Fixed-Boundary Situations -- 10.4 Detailed Discussions -- 10.5 Conclusive Remarks -- References -- 11 An Optimized Planning Model for Management of Distributed Microgrid Systems -- 11.1 Introduction -- 11.1.1 Components of a Micro Grid -- 11.1.2 Type of Micro Grid -- 11.2 Literature Survey -- 11.3 Proposed Model -- 11.3.1 Methodology -- 11.4 Results and Discussion -- 11.4.1 For PV System -- 11.4.2 For Wind System -- 11.4.3 For Fuel Cells Power Generating Systems -- 11.5 Conclusions -- References -- 12 Hard and Soft Fault Detection Using Cloud Based VANET -- 12.1 Introduction -- 12.2 Literature Study -- 12.3 Proposed Approach -- 12.3.1 Hard Permanent Fault Detection -- 12.3.2 Soft Fault Diagnosis -- 12.3.3 Fault Status Transmission Through Vehicular Cloud -- 12.4 Simulation Experiments and Discussions -- 12.5 Conclusion -- References. , 13 A Novel Intelligent Street Light Control System Using IoT -- 13.1 Introduction -- 13.2 Related Works -- 13.3 State of Art -- 13.3.1 Node MCU -- 13.3.2 PIR Sensor -- 13.3.3 Channel Relay -- 13.3.4 LDR -- 13.4 Proposed System -- 13.5 Features of Smart Street Light System -- 13.6 Results and Discussion -- 13.7 Conclusion and Future Scope -- References -- 14 Enhancing QoS of Wireless Edge Video Distribution using Friend-Nodes -- 14.1 Introduction -- 14.2 System Model -- 14.3 Video Dissemination Architecture -- 14.4 Simulation and Results -- 14.5 Conclusion -- References -- 15 Groundwater Monitoring and Irrigation Scheduling Using WSN -- 15.1 Introduction -- 15.2 Materials and Method -- 15.2.1 System Design -- 15.2.2 Data Collection -- 15.2.3 Hardware -- 15.2.4 Software and Database -- 15.2.5 Groundwater Level Measurement and Pumping Time -- 15.2.6 Crop Water Demand -- 15.2.7 Irrigation Water Requirements -- 15.2.8 Energy Consumption -- 15.2.9 Process Flow Diagram -- 15.2.10 Dashboard -- 15.3 Results -- 15.3.1 Discharge and Recharge of Groundwater -- 15.3.2 Electricity Consumption -- 15.3.3 Crop Water Demand -- 15.4 Conclusion -- References -- 16 A Soft Coalition Algorithm for Interference Alignment Under Massive MIMO -- 16.1 Introduction -- 16.2 System Model -- 16.3 Proposed Model -- 16.4 Experiment Results -- 16.5 Conclusion -- References -- Part III Optimization and Nature Inspired Methods -- 17 Improved Grasshopper Optimization Algorithm Using Crazy Factor -- 17.1 Introduction -- 17.2 Grasshopper Optimization Algorithms -- 17.2.1 Basic Grasshopper Optimization Algorithm (GOA) -- 17.2.2 Improved GOA with Crazy Factor (Crazy-GOA) -- 17.3 Result Analysis -- 17.4 Conclusion -- References -- 18 Reliability Estimation Using Fuzzy Failure Rate -- 18.1 Introduction -- 18.2 Reliability Using Fuzzy System -- 18.3 Discussion -- 18.4 Illustration. , 18.5 Conclusion -- References -- 19 A Sine Cosine Learning Algorithm for Performance Improvement of a CPNN Based CCFD Model -- 19.1 Introduction -- 19.2 Proposed SCA-CPNN-Based CCFD Model -- 19.2.1 Evaluation Criteria -- 19.3 Experimental Result Discussion -- 19.4 Conclusion -- References -- 20 Quality Control Pipeline for Next Generation Sequencing Data Analysis -- 20.1 Introduction -- 20.2 Background and Related Work -- 20.3 Datasets -- 20.4 Methods and Material -- 20.4.1 Duplicate Removal and Trimming -- 20.4.2 NGS Dataset -- 20.4.3 NULL Value Removal -- 20.4.4 Normalization -- 20.4.5 Dimensionality Reduction -- 20.5 Result Discussion -- 20.5.1 The Differentially Expressed Genes and Outlier Detection Visualization -- 20.5.2 The Differentially Expressed Gene Selection Using Dimension Reduction -- 20.6 Conclusion and Future Work -- References -- 21 Fittest Secret Key Selection Using Genetic Algorithm in Modern Cryptosystem -- 21.1 Introduction -- 21.1.1 Background -- 21.1.2 Motivation -- 21.1.3 Contribution -- 21.2 Preliminaries -- 21.2.1 Illustration of AVK -- 21.2.2 Genetic Algorithm -- 21.3 Proposed Work -- 21.4 Experiment Examples -- 21.5 Experiment Results -- 21.6 Performance Analysis -- 21.7 Randomness Verification -- 21.8 Conclusion -- 21.9 Future Work -- References -- 22 Variable Step Size Firefly Algorithm for Automatic Data Clustering -- 22.1 Introduction -- 22.2 Related Work -- 22.3 Variable Step Size Firefly Algorithm -- 22.4 Result Analysis -- 22.5 Conclusion -- References -- 23 GWO Based Test Sequence Generation and Prioritization -- 23.1 Introduction -- 23.1.1 Motivation -- 23.2 Basic Concept -- 23.2.1 GWO Algorithm -- 23.2.2 Adjacency Matrix -- 23.2.3 Objective Function/Fitness Function -- 23.3 Proposed Approach -- 23.3.1 Overview -- 23.3.2 Generation of Control Flow Graph -- 23.4 Implementation -- 23.4.1 Experimental Result. , 23.4.2 Prioritization.