Note: Intro -- Contents -- About the Editors -- Chapter 1: Cerebral Stroke: An Introduction -- 1.1 Introduction -- 1.2 Types of Stroke -- 1.2.1 Ischemic Stroke -- 1.2.2 Hemorrhagic Stroke -- 1.2.3 Transient Ischemic Attack -- 1.3 Stroke Pathophysiology -- 1.4 Current Treatment Option for Stroke Patients -- 1.5 Neuroprotective Agents in Preclinical and Clinical Trials -- 1.6 Stroke-Induced BBB Disruption -- 1.7 Ischemic Stroke-Induced ER Stress -- 1.8 The Emerging Role of mi-RNA in Stroke Pathophysiology -- 1.9 Neuroprotective Potential of Low-Frequency Electromagnetic Field -- 1.10 Stem Cell Therapies for Cerebral Stroke -- 1.11 Conclusion -- References -- Chapter 2: Inflammation, Oxidative Stress, and Cerebral Stroke: Basic Principles -- 2.1 Introduction -- 2.2 Inflammation -- 2.3 Inflammatory Role of Cytokines and Chemokines During Cerebral Stroke -- 2.4 Oxidative Stress -- 2.5 Treatment Strategy for Stroke -- 2.5.1 Targeting Antioxidant Enzyme as a Therapeutic Strategy for Ischemic Stroke -- 2.5.2 Regulation of Microglial Activation in Stroke -- 2.5.3 Targeting the Cholinergic Anti-inflammatory Pathway -- References -- Chapter 3: Stroke Induced Blood-Brain Barrier Disruption -- 3.1 Introduction -- 3.2 BBB Anatomy -- 3.3 BBB Junctional Complexes -- 3.3.1 Adherens Junctions (AJs) -- 3.3.2 Tight Junctions (TJs) -- 3.3.3 Gap Junctions -- 3.3.3.1 Junctional Adhesion Molecule (JAM) -- 3.3.3.2 Occludin -- 3.3.3.3 Claudins -- 3.3.4 Membrane-Associated Guanylate Kinase (MAGUK)-Like Proteins -- 3.3.5 Accessory Proteins -- 3.4 Calcium Modulation of TJ and TJ Proteins -- 3.5 Phosphorylation: A Novel Regulatory Mechanism of TJ Proteins -- 3.6 Impairment of BBB Integrity in Neuropathological Disorder -- 3.6.1 Alteration of BBB Integrity in Stroke Injury -- 3.7 Evaluation of BBB Disruption in Rodent Ischemic Stroke. , 3.8 Quantitative Evaluation of BBB in Ischemic Stroke Using Dynamic Contrast-Enhanced (DCE) MRI -- 3.9 Conclusion -- References -- Chapter 4: Ischemic Stroke-Induced Endoplasmic Reticulum Stress -- 4.1 Introduction -- 4.2 ER Stress, UPR, and Ischemia -- 4.2.1 Components of UPR in Ischemia -- 4.2.1.1 GRP78 -- 4.2.1.2 PERK -- 4.2.1.3 ATF6 -- 4.2.1.4 IRE1 -- 4.3 Chronic ER Stress, UPR, and Pro-apoptotic Signaling in IR Injury -- 4.3.1 CHOP -- 4.3.2 Caspase 12 -- 4.3.3 JNK -- 4.4 ER Stress and Autophagy in IR Injury -- 4.5 ER Stress and miRNAs in IR Injury -- 4.6 Conclusion -- References -- Chapter 5: The Role of Autophagy in Ischaemic Stroke: Friend or Foe? -- 5.1 Introduction -- 5.2 Pathophysiology of Ischaemic Stroke -- 5.3 Various Animal Models to Study IS -- 5.3.1 Intra-arterial Suture Middle Cerebral Arterial Occlusion Model -- 5.3.2 Craniotomy Model -- 5.3.3 Photothrombosis Model -- 5.3.4 Endothelin-I Model -- 5.3.5 Clot Embolic Model of Stroke -- 5.4 Autophagy and Its Machinery -- 5.5 Autophagy and Its Role in Cerebral Ischaemia -- 5.5.1 Autophagy Activation in Ischaemic Stroke Protects Neurons -- 5.5.2 Autophagy Is Also Responsible for Neuronal Death After Ischaemic Stroke -- 5.5.3 Degree of Autophagy Is Critical in Ischaemic Stroke -- 5.5.4 Autophagy Contributes to Ischaemic Tolerance After Preconditioning -- 5.5.5 Autophagy May Be Disrupted During Ischaemia -- 5.6 Concluding Remarks -- References -- Chapter 6: Critical Role of Mitochondrial Autophagy in Cerebral Stroke -- 6.1 Introduction -- 6.2 Autophagy -- 6.3 Nonselective Autophagy and Mitophagy -- 6.4 Mitochondria Dynamics: Fission and Fusion of Mitochondria -- 6.5 Molecular Mechanisms of Mitophagy -- 6.6 Mitophagy in Cerebral Ischemia -- 6.7 Effect of Cerebral Ischemia in Mitochondrial Dynamic Mediators -- 6.8 Mitophagy Regulation: An Anti-inflammation Approach in Cerebral Ischemia. , 6.9 Mitophagy Regulation: A Neuroprotective Approach in Cerebral Ischemia -- 6.10 Conclusion -- References -- Chapter 7: Application of Neuroimaging Tools in Identification of Pinpoint Location of Blockage -- 7.1 Introduction -- 7.2 Neuroimaging Modalities for Stroke Detection -- 7.3 Hardware-Based Imaging Modalities -- 7.3.1 Computed Tomography (CT) -- 7.3.2 Magnetic Resonance Imaging(MRI) -- 7.3.3 Microwave-Based Imaging(MW) -- 7.3.4 Single-Photon Emission Computed Tomography (SPECT) -- 7.3.5 Positron Emission Tomography (PET) -- 7.3.6 Cranial Ultrasound -- 7.4 Software-Based Image Processing Modalities -- 7.4.1 Image Filtering -- 7.4.2 Image Enhancement -- 7.4.3 Image Segmentation -- 7.4.4 Image Compression -- 7.5 Computer-Aided Automatic Detection -- 7.5.1 Graphical User Interface Based (GUI) -- 7.5.2 Computer-Aided Algorithm-Based Detection -- 7.6 Comparison of Neuroimaging Modalities -- 7.7 Conclusion -- References -- Chapter 8: Emerging Role of Electromagnetic Field Therapy in Stroke -- 8.1 Introduction -- 8.2 Importance of Electromagnetic Therapy -- 8.3 Physical Basis of the Generation of a Magnetic Field -- 8.3.1 Stationary Magnetic Field -- 8.3.2 Pulsed Electromagnetic Field -- 8.4 Primary Biological Effects of Magnetic Fields -- 8.4.1 Cell Proliferation and Cell Cycle Regulation -- 8.4.2 Genotoxic Effects -- 8.4.3 Effects on Cellular Membrane Permeability -- 8.5 Role of Electromagnetic Therapy in Ischemic Stroke -- 8.6 Conclusion -- Basic Terminology -- References -- Chapter 9: Stem Cell-Based Therapy for Ischemic Stroke -- 9.1 Introduction -- 9.2 Stem Cell Transplantation for Stroke -- 9.3 Neural Stem Cells -- 9.4 Embryonic Stem Cells -- 9.5 Mesenchymal Stem Cells -- 9.5.1 Bone Marrow-Derived Mesenchymal Stem Cells -- 9.5.2 Adipose Mesenchymal Stem Cells -- 9.5.3 Human Umbilical Cord Mesenchymal Stem Cells. , 9.5.4 Menstrual Blood-Derived Mesenchymal Stem Cells -- 9.6 Hematopoietic Stem Cells -- 9.7 Inducible Pluripotent Stem Cells -- 9.7.1 Reprogramming Methods for Human Somatic Cells into iPSCs -- 9.8 Preconditioning Strategy in Stem Cell Transplantation Therapy -- 9.9 Conclusion -- References -- Chapter 10: Emerging Role of microRNAs in Cerebral Stroke Pathophysiology -- 10.1 Introduction -- 10.2 MicroRNA Biogenesis -- 10.3 Current Therapy and the Possible Role of miRNA in Neuroprotection -- 10.4 Development of Therapeutic Approaches Using miRNA Mimics and Inhibitors -- 10.5 Techniques for miRNA Expression Analysis -- 10.6 Computational Target Gene Prediction -- 10.7 Experimental Approaches to miRNA Target Validation -- 10.8 miRNA as a Prognostic Biomarker in Ischemic Stroke -- 10.9 Circular RNA -- References -- Chapter 11: Therapeutic Aspects of Nanomedicines in Stroke Treatment -- 11.1 Introduction -- 11.2 Secondary Neuronal Damage After Stroke and BBB Breakdown -- 11.3 Existing Treatment of Stroke -- 11.4 Drug Delivery Through BBB During Stroke -- 11.5 NP-Based Drug Delivery -- 11.6 NP-Based Chemical Agents -- 11.7 A Hope: NPs as a Diagnostic Tool in Stroke -- 11.8 Composition of Nanocarrier Used in Stroke Therapy -- 11.9 Lipid Nanoparticles -- 11.10 Polymer Carriers -- 11.10.1 Inorganic-Based Nanocarriers -- 11.11 Nanocarriers-Based Thrombolytic Therapy: Preclinical Development -- 11.12 Streptokinase -- 11.13 Nanocarriers Loaded with SK -- 11.14 Urokinase (UK) -- 11.15 Urokinase-Loaded Nanocarriers -- 11.16 Tissue Plasminogen Recombinant (tPA, rtPA) -- 11.17 rtPA-Loaded Nanocarriers -- 11.18 Conclusion -- References -- Chapter 12: Neuroprotective Potential of Small Molecule Phytochemicals in Stroke Therapy -- 12.1 Introduction -- 12.2 Role of Molecular Mediators in Apoptotic, Necrotic, and Necroptotic Neuronal Cell Death. , 12.3 Impact of Neurodegeneration in Neurological Disorders Including Stroke -- 12.4 Small Molecule Bioactive Phytochemicals as Neuroprotective Agents in Ischemic Stroke -- 12.4.1 Flavonoids -- 12.4.2 Terpenoids -- 12.4.3 Alkaloids -- 12.4.4 Withanolides -- 12.5 Conclusion -- References -- Chapter 13: Post-Stroke Treatment Strategies, Management, and Rehabilitation: Where We Stand? -- 13.1 Introduction -- 13.2 Types of Stroke -- 13.3 Treatments -- 13.3.1 In hospital -- 13.3.1.1 Thrombolysis -- 13.3.1.1.1 Intravenous Thrombolytic Therapy -- 13.3.1.1.2 Intra-arterial Thrombolysis -- 13.3.1.2 Aspirin Treatment -- 13.3.1.3 Therapeutic Hypothermia -- 13.3.1.4 Blood Pressure Management -- 13.3.1.5 Antiplatelet Strategies -- 13.3.1.6 Surgery for Cerebral Edema -- 13.3.1.7 Antithrombotic Therapy -- 13.3.2 Post-discharge -- 13.3.2.1 Lifestyle Physical Activity -- 13.3.2.1.1 Smoking -- 13.3.2.1.2 Alcohol -- 13.3.2.1.3 Diet -- 13.3.2.1.4 Physical Activity -- 13.3.2.2 Blood Glucose Management -- 13.3.2.3 Cholesterol Management -- 13.3.2.4 Blood Pressure Management -- 13.3.2.5 Anticoagulation and Antiplatelet Therapy -- 13.3.2.6 Herbal Neuroprotective Intervention -- 13.4 Limitations of Treatment -- 13.5 Conclusion -- References.

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 -- Conference Organizing Committee -- General Chair -- Programme Chair -- Organizing Chair -- Technical Programme Committee -- Invited Speakers -- Acknowledgement -- Contents -- Intelligent Systems -- Modified Chaos Particle Swarm Algorithm Using Interpolation of Zadoff-Chu Sequence -- Abstract -- 1 Introduction -- 2 Intelligent Lock Software -- 3 Circuit of Hardware -- 4 Comparisons Between New Ones and Original Ones -- 5 Summary -- References -- Air Quality Index Prediction Using Error Back Propagation Algorithm and Improved Particle Swarm Opti ... -- Abstract -- 1 Introduction -- 2 Standard BP Neural Network -- 3 Improved PSO Algorithm -- 4 Simulation Design and Analysis -- 5 Conclusion -- References -- Picture Reconstruction Optimization Using Neural Networks -- Abstract -- 1 Introduction -- 2 Initial Architecture Design of the Network -- 3 Optimal Sampling Strategy -- 4 Optimal Methods on Avoid Overtraining -- 5 Optimal Methods on Increasing Learning Rate -- 5.1 Learning-Rate Annealing Schedules -- 5.2 Momentum Constant -- 6 Conclusion -- Acknowledgments -- References -- An Architecture Design for Fighting Method Decision Based on Course of Action -- Abstract -- 1 Introduction -- 2 A COA Semantic Model -- 3 A COA-Based Design Process -- 4 Mathematic Expression of Decision Problem -- 5 Conclusion -- Acknowledgements -- References -- Trajectory Generation and Optimization of Slider Crank for Servo Press Based on Bezier Curve Model a ... -- Abstract -- 1 Introduction -- 2 Bezier Curve Model of Slider-Crank Servo Press -- 3 Optimization -- 3.1 Fitness Function -- 3.2 Constraint Function -- 3.3 Result -- 3.3.1 Defining Number of Variables -- 3.3.2 Required Displacement -- 3.3.3 Constant Output Velocity -- 3.3.4 Restricted Velocity -- 3.3.5 Restricted Acceleration -- 3.3.6 Multi-constraint Optimization -- 4 Experimental Testing. , 5 Conclusion -- References -- Double Half-Orientation Code and Nonlinear Matching Scheme for Palmprint Recognition -- Abstract -- 1 Introduction -- 2 Double Half-Orientation Code Method -- 3 Double Half-Orientation Nonlinear Matching -- 4 Experimental Results Test -- 4.1 Palmprint Verification -- 4.2 Comparison Between Nonlinear Matching and Hamming Distance Measurement -- 5 Conclusion -- References -- Design of Digital Filters for the Contactless Conductivity Detection of Micro-fluidic Electrophoresi ... -- Abstract -- 1 Introduction -- 2 Principle of CCD for Micro-fluidic Chip -- 3 The Basic Principle of CIC Filter and FIR Filter -- 4 Analysis and Discussion -- 4.1 CCD Chromatographic Peak Signal Simulation of Micro-fluidic Chip -- 4.2 Filter Performance Analysis -- 4.3 Performance Analysis of CIC and FIR Cascaded Digital Filters -- 5 Testing and Verification -- 6 Conclusion -- Acknowledgements -- References -- An Improved Artificial Fish-Swarm Algorithm Using Cluster Analysis -- Abstract -- 1 Introduction -- 2 Proposed Method -- 3 Conclusion -- Acknowledgments -- References -- The Heart Rate Monitoring Based On Adaptive Cancellation Method -- Abstract -- 1 Introduction -- 2 Analysis of PPG Signal -- 3 Adaptive Cancellation Method -- 3.1 Adaptive Filtering Algorithm and Improvement -- 3.2 Generating the Reference Signal -- 3.3 Analysis and Results -- 4 Conclusion -- Acknowledgements -- References -- An Intelligent Heating Device Using Central Heating Technique for Northern China Family -- Abstract -- 1 Introduction -- 2 The System Requirements of Proposed Device -- 3 The Design of Proposed Device -- 4 Conclusion -- Acknowledgements -- References -- Study on Estimation Method of Oil-Immersed Transformer Insulation -- Abstract -- 1 Introduction -- 2 Transformer Oil-Paper Insulation Equivalent Model -- 2.1 Extend Debye Model. , 3 Preparation of Samples -- 4 Result and Analysis -- 4.1 Effect on Parameters of Debye Model Caused by Aged Transformer Oil -- 4.1.1 Variation of Resistance Ri -- 4.1.2 Variation of Capacitance Ci -- 4.2 Effect on Parameters of Debye Model Caused by Aged Insulation Paper -- 4.2.1 Variation of Resistance Ri -- 4.2.2 Variation of Capacitance Ci -- 5 Determination of Threshold for Oil Changing -- 5.1 Variation Ratio of Capacitance -- 5.2 Experiment Result -- 6 Conclusions -- References -- Development of a Wireless Security Monitoring System for CCEL -- Abstract -- 1 Introduction -- 2 Framework Design of Wireless Security Monitoring System -- 3 Hardware Design of the Wireless Security Monitoring System -- 4 Software Design of Wireless Security Monitoring System -- 5 Test of the Indoor Security Monitoring Node -- 6 Conclusion -- Acknowledgements -- References -- Research and Application of a Developing Approach for PIMS Software -- Abstract -- 1 Introduction -- 2 Design -- 2.1 System Structure Design -- 2.2 System Function Design and Implementation -- 3 Application -- 3.1 Chlortetracycline Fermentation Process Information Management System -- 3.2 Tread Production Process Information Management System -- 4 Discussion -- 5 Conclusions -- Acknowledgments -- References -- Study of Prediction Methods for Contamination in the Chlortetracycline Fermentation Process -- Abstract -- 1 Introduction -- 2 Contamination Prediction Method -- 2.1 Soft Sensor Model Solution of Contamination Prediction in the CTC Fermentation Process -- 2.2 Fusing Contamination Information in the CTC Fermentation Process -- 3 Experiment Analysis -- 4 Conclusions -- Acknowledgments -- References -- Technical Study of an Improved PWM Controlling DC/DC Converter -- Abstract -- 1 Introduction -- 2 The Work Principle of Improved PWM DC/DC Converter -- 3 The Experiment Results and Analysis. , 4 Conclusion -- References -- Head-Related Transfer Function Individualization Based on Locally Linear Embedding -- Abstract -- 1 Introduction -- 2 Personalized Method of HRTF -- 2.1 LLE Dimensionality Reduction Processing -- 2.2 Selection of Key Human Body Parameters -- 3 Experiment Analysis -- References -- A Research on Information Security of University Libraries in the Era of Big Data -- Abstract -- 1 Introduction -- 2 Information Security Problems that University Libraries are Facing with in the Era of Big Data -- 2.1 The Surrounding Environment and Equipment Configuration -- 2.2 Virus Risks -- 2.3 Security Problems Teachers and Students are Facing with in Network Resources Usages in the Era o ... -- 3 Information Security Protection Measures for University Libraries in the Big Data Era -- 3.1 Strengthen Environmental Protections and Purchase Advanced Equipment -- 3.2 Prevent Virus Intrusion -- 3.3 Teachers and Students Should Use Resources Correctly in the Network Resources in the Era of Big Data -- 3.4 Strengthen Managements -- 4 Conclusion -- Acknowledgement -- References -- An Improved PID Algorithm Based on BP Neural Network of Ambient Temperature Controller -- Abstract -- 1 Introduction -- 2 The Design of Overall Control Program -- 3 BP Neural Network Control -- 4 The Improved PID Algorithm -- 4.1 Anti Integral Saturation -- 4.2 Flexible Use of Differential Terms -- 4.3 The Overall Structure of the Improved PID Control Algorithm -- 5 The PID Algorithm Based on BP Neural Network -- 5.1 The Selection of Controlled Object -- 5.2 PID Parameter Adjustment -- 6 Experimental Test -- 7 Conclusion -- References -- Study on Security of Mobile Payment -- Abstract -- 1 Introduction -- 2 Mobile Payment Scene Analysis -- 2.1 The Mode of Mobile Payment -- 2.2 Mobile Payment Application Scene Analysis -- 3 Mobile Payment Security Threats. , 3.1 Higher Risk of Mobile Internet -- 3.2 The More Vulnerability of Mobile Phone -- 3.3 Comprehensive Threats of Mobile Payment -- 3.4 The Weak of User Security Awareness -- 4 The Security Precautions of Mobile Payment -- 4.1 Improve Safety Awareness and Skills -- 4.2 Scientific Management and Use -- 4.3 Effective Emergency Measures -- 5 Conclusion -- Acknowledgement -- References -- An Undetermined Coefficients Method for a Class of Ordinary Differential Equation with Initial Values -- Abstract -- 1 Introduction -- 2 The Method of Undetermined Coefficients -- 3 Numerical Examples -- 4 Conclusions -- References -- A Gaussian-Surface Fit to Oceanic Mesoscale Eddies -- Abstract -- 1 Introduction -- 2 Data and Method -- 2.1 Data -- 2.2 Method -- 3 Result -- 3.1 Mononuclear Eddy Fitting -- 3.2 Multiple Eddy Fitting -- 4 Discussion -- References -- Recurrent Neural Networks for Solving Real-Time Linear System of Equations -- Abstract -- 1 Introduction -- 2 Proposed Recurrent Neural Network -- 3 Global Exponential Convergence of the Presented Model -- 4 Simulation Results -- 5 Conclusion -- References -- Analysis of Relationships Between Amount of Physical Activity of Patients in Rehabilitation and Thei ... -- Abstract -- 1 Introduction -- 2 Data for Analysis -- 3 Correlation Analysis -- 3.1 Construction of Data Matrix -- 3.2 Analyzing Result of Data Matrix -- 4 Analysis Using MPCA -- 4.1 PCA and MPCA -- 4.2 Definition of Tensor -- 4.3 Construction of Data Tensor and General Flow of Analysis -- 4.4 Calculation Procedure of MPCA -- 4.4.1 Standardization of Tensor -- 4.4.2 HOSVD Calculation -- 4.4.3 Calculation of Principal Component Scores -- 4.5 Analyzing Result of Data Tensor -- 4.5.1 Principal Component Coefficients -- 4.5.2 Principal Component Scores -- 4.5.3 Correlation Among Principal Components. , 4.5.4 Detailed Analysis of Relationships Between Principal Components.

Note: Intro -- Preface -- Acknowledgements -- About the Book -- Contents -- About the Editors -- 1 Research on SaaS-Based Mine Emergency Rescue Preplan and Case Management System -- Abstract -- 1 Introduction -- 2 SaaS and Service-Oriented Architecture -- 3 The Architecture of System -- 4 The Components of System -- 5 System Implementation and Testing -- 6 Conclusion -- Acknowledgements -- References -- 2 An Investigation of Matching Approaches in Fingerprints Identification -- Abstract -- 1 Introduction -- 2 Research Method -- 2.1 Research Questions -- 2.2 Research Strategies -- 3 Fingerprints Matching Approaches -- 3.1 Taxonomy of the Study -- 3.2 Generic Process of Three Main Types of Fingerprints Matching -- 4 Current Issues of the Matching Approaches -- Acknowledgements -- References -- 3 Figure Plagiarism Detection Using Content-Based Features -- Abstract -- 1 Introduction -- 2 Content-Based Feature Extraction -- 3 Similarity Detection -- 4 Result and Evaluation -- 5 Conclusions -- Acknowledgements -- References -- 4 An Efficient Content-Based Image Retrieval (CBIR) Using GLCM for Feature Extraction -- Abstract -- 1 Introduction -- 2 Proposed System -- 2.1 Preprocessing Phase -- 2.2 Feature Extraction Phase -- 3 Methodology -- 4 Similarity Feature Extraction -- 5 Algorithm for GLCM -- 6 Results and Discussion -- 7 Comparative Analysis -- 8 Conclusions -- References -- 5 Emotion Recognition System Based on Facial Expressions Using SVM -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Emotion Recognition -- 3.1 Image Preprocessing -- 3.2 Feature Extraction -- 3.3 Feature Selection -- 3.4 Expression Recognition -- 3.5 Experiments Results -- 4 Conclusion -- References -- 6 An AES-CHAOS-Based Hybrid Approach to Encrypt Multiple Images -- Abstract -- 1 Introduction -- 1.1 Fast Chaotic Algorithm -- 1.2 AES Image Encryption -- 1.3 Cramer's Rule. , 2 Literature Review -- 3 Proposed Algorithm -- 4 Results -- 5 Conclusion -- References -- 7 Automatic Text Summarization of Video Lectures Using Subtitles -- Abstract -- 1 Introduction -- 2 Proposed System -- 2.1 Proposed Architecture -- 2.1.1 Data Preprocessing -- 2.1.2 Feature Selection for Summarization -- 2.1.3 Processing After Feature Selection for Summarization -- 3 Conclusion -- References -- 8 Classification of EMG Signals Using ANFIS for the Detection of Neuromuscular Disorders -- Abstract -- 1 Introduction -- 2 Proposed Model -- 2.1 Preprocessing of the EMG Signal -- 2.2 Processing or Feature Extraction of EMG Signal -- 2.3 Classification of EMG Signal -- 3 Results and Analysis -- 4 Conclusion -- References -- 9 Evaluating Similarity of Websites Using Genetic Algorithm for Web Design Reorganisation -- Abstract -- 1 Introduction -- 2 Web Mining-A Background -- 2.1 Web Mining Taxonomy -- 2.2 Web Mining Tasks -- 3 Literature Survey -- 4 Proposed Methodology -- 5 Experimental Evaluation -- 5.1 Proposed Genetic Algorithm -- 5.2 Computation of Similarity -- 6 Conclusion -- References -- 10 Fusion of Misuse Detection with Anomaly Detection Technique for Novel Hybrid Network Intrusion Detection System -- Abstract -- 1 Introduction -- 2 Proposed Hybrid Intrusion Detection Methodology -- 2.1 Feature Preparation Module -- 2.2 Misuse Analyzer Module -- 2.3 Anomaly Analyzer Module -- 3 Simulation Results -- 4 Conclusion -- References -- 11 Analysis of Reconfigurable Fabric Architecture with Cryptographic Application Using Hashing Techniques -- Abstract -- 1 Introduction -- 2 Methodology -- 3 Implementation of Reconfigurable Fabric -- 4 Interconnect Topologies -- 5 Operation -- 6 Results -- 6.1 Hashing Function -- 7 Conclusion -- References -- 12 Privacy Preservation of Infrequent Itemsets Mining Using GA Approach -- Abstract -- 1 Introduction. , 2 Literature Survey -- 3 Problem Definition -- 4 Proposed Framework -- 5 Proposed Algorithm -- 5.1 Illustrated Example -- 6 Result Analysis -- 7 Conclusion -- References -- 13 A Quinphone-Based Context-Dependent Acoustic Modeling for LVCSR -- Abstract -- 1 Introduction -- 2 Working of ASR -- 3 Phonetic Representation of Speech Signals -- 3.1 Modeling Using Monophones -- 3.2 Modeling Using Triphones -- 3.3 Modeling Using Quinphones -- 4 Implementation -- 4.1 Speech Data Preparation -- 4.2 Training -- 4.3 ASR Performance Analysis -- 5 Experiments -- 5.1 Testing with Varying Vocabulary Sizes -- 5.2 Testing with Varying Gaussian Mixtures -- 6 Conclusion -- References -- 14 Slot-Loaded Microstrip Antenna: A Possible Solution for Wide Banding and Attaining Low Cross-Polarization -- Abstract -- 1 Introduction -- 2 Theoretical Background -- 3 Proposed Structure -- 4 Results and Discussions -- 5 Conclusions -- Acknowledgements -- References -- 15 Fractal PKC-Based Key Management Scheme for Wireless Sensor Networks -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 System Model -- 3.2 Fractal-based Key Pair Generation and Key Exchange -- 4 Fractal PKC-based Key Management Scheme: FPKM -- 4.1 Set-up Phase -- 4.2 Clustering Phase -- 4.3 Rekeying Phase -- 5 The Performance Evaluation of Proposed Scheme -- 6 Conclusion -- References -- 16 Histogram-Based Human Segmentation Technique for Infrared Images -- Abstract -- 1 Introduction -- 2 The Proposed Method -- 2.1 Selection of ROIs -- 2.2 Human Candidates Segmentation -- 3 Experiment Results -- 4 Conclusion -- References -- 17 Medical Image Segmentation Based on Beta Mixture Distribution for Effective Identification of Lesions -- Abstract -- 1 Introduction -- 2 Probability Distribution Functions of Beta Mixture Model Using the EM Algorithm -- 3 Clustering Algorithm Based on Fuzzy c-Means. , 4 Dataset -- 5 Segmentation Algorithm -- 5.1 Experimentation -- 6 Results Derived and Performance Analysis -- 7 Conclusion -- References -- 18 Toward Segmentation of Images Based on Non-Normal Mixture Models Based on Bivariate Skew Distribution -- Abstract -- 1 Introduction -- 2 Bivariate Skew Gaussian Mixture Model -- 3 k-Means Algorithm -- 4 Data Set Considered -- 5 Feature Selection -- 6 Experiment Result and Performance Evolution -- 7 Conclusion -- References -- 19 Development of Video Surveillance System in All-Black Environment Based on Infrared Laser Light -- Abstract -- 1 Introduction -- 2 Design of Video Capture System -- 2.1 IR Laser Aiding Light Module -- 2.2 Photoelectric Sensor Module -- 2.3 Central Control Module -- 3 System Testing -- 4 Conclusion -- Acknowledgements -- References -- 20 Data Preprocessing Techniques for Research Performance Analysis -- Abstract -- 1 Introduction -- 2 Literature Review -- 2.1 Business Intelligence -- 2.2 Data Preprocessing -- 3 Research Performance Analysis -- 3.1 Data Preprocessing Approach -- 4 Conclusion -- Acknowledgements -- References -- Author Index.

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 -- About the Editors -- Intelligent Computing -- 1 Global Stability of a Viral Dynamical Model -- Abstract -- 1 Introduction -- 2 Model -- 3 The Existence of Equilibria -- 4 The Global Stability of Equilibria -- Acknowledgements -- References -- 2 Research on Construction of the Software Technology Profession in Vocational Institutes Based on the External Vision -- Abstract -- 1 Introduction -- 2 Professional Construction Ideas Based on the External Vision -- 3 Versatile Teaching Team Construction Based on the Strengths of Teachers -- 4 Social Service Ability Construction Based on Demands of Social Markets -- 5 Construction of School Training Bases Integrated Into Occupation Job Elements and the Construction of the Public Off-Campus Training Bases -- Acknowledgements -- References -- 3 Numerical Study on the Expanded Mixed Covolume Method for One-Dimensional Sobolev Equation -- Abstract -- 1 The Expanded Mixed Covolume Method -- 1.1 The Semi-discrete Scheme -- 1.2 The Fully Discrete Scheme -- 2 Numerical Invariants -- 2.1 A Single Solitary Wave -- 2.2 Interaction of Two Solitary Waves -- References -- 4 Research on the Control Method of Coal Sample Blanking Based on the BP Neural Network and the PID Algorithm -- Abstract -- 1 Introduction -- 2 Control Method of Coal Sample Blanking Based on the BP Neural Network and the PID Algorithm -- 2.1 PID Control Algorithm -- 2.2 BP Neural Network Algorithm -- 3 Experimental Verification -- Acknowledgements -- References -- 5 A Practice on Neural Machine Translation from Indonesian to Chinese -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Lore Translator -- 4 Experiments -- 4.1 Corpus -- 4.2 Training -- 4.3 Experimental Results and Discussion -- 4.4 Demo System -- 5 Conclusion -- Acknowledgements -- References. , 6 Keyword-Based Indonesian Text Summarization -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 The Development of Automatic Summarization -- 2.2 Existing Systems -- 3 Keyword Contribution Method -- 3.1 Overall Architecture -- 3.2 Algorithm -- 4 Experiment -- 5 Conclusion -- Acknowledgements -- References -- 7 Automatic Decision Support for Public Opinion Governance of Urban Public Events -- Abstract -- 1 Introduction -- 2 Implementation -- 2.1 Data Collection Layer -- 2.2 Information Analysis Layer -- 2.3 Public Opinion Government Layer -- 3 Conclusion -- Acknowledgements -- References -- 8 Improved Local Morphology Fitting Active Contour with Weighted Data Term for Vessel Segmentation -- Abstract -- 1 Introduction -- 2 Related Local Region-Based Models -- 3 Proposed Method -- 4 Results -- 5 Conclusion -- References -- 9 3D Point Cloud Data Splicing Algorithm Based on Feature Corner Model -- Abstract -- 1 Introduction -- 2 3D Point Cloud Data Splicing Algorithm Based on Feature Corner Model -- 2.1 Model Innovation and Data Mining -- 2.2 The Overall Structure of the System -- 2.3 Point Cloud Data Splicing Algorithm -- 3 Conclusion -- Acknowledgements -- References -- 10 A Preliminary Study on Mobile Learning -- Abstract -- 1 The Concept, Characteristics, and Composition of Mobile Learning -- 2 The Feasibility of Mobile Learning -- 2.1 The Characteristics of Mobile Learning -- 2.2 The Inherent Advantages of the Network Environment -- 2.3 The Needs of Professional Construction -- 3 Potential Problems and Solutions in Mobile Learning -- 4 Conclusion -- References -- 11 Design and Implementation of Real-Time Inquiry System of the Stock Market -- Abstract -- 1 Introduction -- 2 Relative Technologies -- 2.1 Hadoop -- 2.2 HBase -- 3 Requirement Analysis and Design -- 3.1 System Function Analysis -- 3.2 Overall Design of the System. , 3.3 Database Design -- 4 Implementation of the Key Modules of the System -- 4.1 The Real-Time Prompt Module of Fuzzy Query of Stock Information -- 4.2 News Information Module -- 4.3 Query Module of Large Quantities of Historical Data -- 5 Conclusion -- Acknowledgements -- References -- 12 An Improved Feature Selection Algorithm for Fault Level Identification -- Abstract -- 1 Introduction -- 2 Basic Concepts of Ordinal Classification -- 3 Feature Selection Algorithm for Ordinal Classification -- 4 Feature Selection and Classification Results -- 5 Conclusions -- Acknowledgements -- References -- 13 Computing Model of Musical Multiple Perception Based on Memory Mapping Perception Inversion -- Abstract -- 1 Introduction -- 2 Fuzzy Perception of Music -- 2.1 Fuzziness of Music -- 2.2 Memory Mapping and Perception Inversion (MMPI) -- 3 Music Intelligence Based on Fuzzy Perception -- 3.1 Musical Feature Index -- 3.2 The Basic Type of Music Perception -- 4 Experimental Results -- 5 Conclusions -- Acknowledgements -- References -- 14 A Natural Immersive Closed-Loop Interaction Method for Human-Robot "Rock-Paper-Scissors" Game -- Abstract -- 1 Introduction -- 2 System Description -- 2.1 The Natural Interaction Implementation -- 2.2 The Real-Time Performance Implementation -- 2.3 The Immersion Mode Implementation -- 3 The Closed-Loop Characteristics -- 4 System Testing and Evaluation -- 5 Conclusion -- References -- 15 Capsule Network-Based Facial Expression Recognition Method for a Humanoid Robot -- Abstract -- 1 Introduction -- 2 Advantages and Properties of the Capsule Net -- 2.1 The Differences -- 2.2 The Properties of the Capsule Net -- 3 CK+ Dataset and NAO Robot Experiments -- 3.1 CK+ Dataset -- 3.2 NAO Robot -- 3.3 Experiments -- 4 Conclusions -- Acknowledgements -- References. , 16 Equipment Maintenance Mode Decision Based on Fuzzy Multi-attribute Decision Method -- Abstract -- 1 Introduction -- 2 Fuzzy Multi-attribute Decision Model -- 3 Fuzzy Multi-attribute Decision Process -- 4 Fuzzy Multi-attribute Decision Method -- 5 Example Analysis -- 6 Conclusion -- References -- 17 A Method for Facial Kinship Verification Based on Deep Learning -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Channel Backbone Network -- 2.2 Multi-channel Model -- 2.2.1 Binary-Channel Model -- 2.2.2 Elastic Multi-channel Model -- 2.3 Training -- 3 Experiments and Results -- 4 Conclusion -- Acknowledgements -- References -- 18 A Domain-Adapting Word Representation Method for Word Clustering -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Frequently Co-occurring Entropy -- 3.2 Fuzzy Bag-of-Words Model -- 4 Experimental Results -- 5 Conclusion -- Acknowledgments -- References -- 19 Fitting Complex Nonlinear Function with Belief Rule Base -- Abstract -- 1 Introduction -- 1.1 The Basic BRB Model -- 1.2 BRB Inference Using ER Approach -- 2 Constructing BRB Model for Nonlinear Function -- 2.1 Nonlinear Function -- 2.2 Transformation Techniques for Quantitative Data -- 3 Parameter Training for BRB -- 4 Experiments Study -- 5 Conclusion -- References -- 20 Approximate Kernel Regression Based on Distributed ADMM Algorithm -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Kernel Regression -- 2.2 ADMM Algorithm -- 2.3 Kernel Regression Based on ADMM Algorithm -- 2.4 Approximate Kernel Matrix -- 3 Experiments -- 4 Conclusion -- Acknowledgements -- References -- 21 Detection for Mixed-Characters Based on Machine Learning -- Abstract -- 1 Introduction -- 2 The Composition of the Detection System -- 3 Character Preprocessing -- 3.1 Binarization -- 3.2 Character Segmentation -- 3.3 The Character Normalization -- 4 Data Set Production. , 5 Neural Network Design -- 6 Experimental Results and Analysis -- 7 Conclusion -- References -- 22 Research on 3D Terminal Rendering Technology Based on Power Equipment Business Features -- Abstract -- 1 Introduction -- 2 3D Model High-Speed Rendering Technology -- 3 3D Model Real-Time High-Speed Rendering Technology for Terminal and Grid Business Application Requirements -- 3.1 Scene Organization -- 3.2 Rendering Process -- 3.3 3D Engine Cross-Platform Technology -- 4 Conclusions -- Acknowledgements -- References -- 23 Community Detection Based on Improved Bee Evolutionary Genetic Algorithm -- Abstract -- 1 Introduction -- 2 Algorithm Structure and Algorithm Description -- 3 Improved Bee Evolutionary Genetic Algorithm -- 3.1 Fitness Function -- 3.2 Encoding -- 3.3 Population Initialization -- 3.4 Crossover Operator -- 3.5 Mutation Operator -- 3.6 Selection Operator -- 3.7 Optimization of Random Population Size -- 4 Simulation and Analysis -- 4.1 Community Detection of the LFR Benchmark Network -- 4.2 Community Detection of the Karate Club Network -- 4.3 Community Detection of the dolphin Network -- 5 Conclusion -- Acknowledgments -- References -- 24 Named Entity Recognition for Chinese Management Case Texts -- Abstract -- 1 Introduction -- 2 Semi-supervised Learning Method -- 2.1 Bootstrapped Framework -- 2.2 BI-LSTM-CRF Model -- 2.3 Evaluating Rule -- 3 Experiment -- 3.1 Dataset -- 3.2 Results and Analysis -- 4 Conclusion and Discussion -- Acknowledgements -- References -- 25 Application of Virtual Simulation Platform in Basic Medical Teaching -- Abstract -- 1 Introduction -- 2 Significance of Basic Medical Virtual Simulation Experimental Platform -- 2.1 Reduce the Cost of Experiment -- 2.2 Provide an Open Experimental Environment -- 2.3 Enhance Classroom Fun -- 3 Construction of Basic Medical Virtual Simulation Platform. , 3.1 Functionality Virtual Simulation Experiment Platform.

Note: Intro -- Preface -- Acknowledgements -- Contents -- About the Editors -- Data Science and Analytics -- Quality Index Evaluation Model Based on Index Screening Model -- 1 Introduction -- 2 Three-Parameter Interval Principal Component Analysis -- 2.1 Principal Component Analysis -- 2.2 Calculation Steps -- 2.3 M-PCA Three-Parameter Interval Principal Component Analysis -- 2.4 Calculation Steps -- 2.5 The Determination of Subjective Index Weight Based on Analytic Hierarchy Process -- 2.6 Index Evaluation -- 3 Analysis of Examples -- 4 Conclusion -- References -- Selection of Software Development Methodologies (SDMs) Using Bayesian Analysis -- 1 Introduction -- 2 Proposed Work -- 3 Proposed Model -- 3.1 Experimental Result -- 4 Conclusion -- 5 Future Scope -- References -- Role of Social Media in Employer Branding-A Study on Selected Engineering Colleges (Private) in Bhubaneswar -- 1 Introduction -- 2 Objective -- 3 Methodology -- 4 Literature Review -- 4.1 Employer Branding -- 5 Cases of Private Institute -- 5.1 Case 1: Institute of Technical Education and Research, SOA University, Bhubaneswar -- 5.2 Case 2: Centurion University of Technology and Management (CUTM), Bhubaneswar -- 5.3 Case 3: Silicon Institute of Technology -- 5.4 Case 4: Gandhi Engineering College (GEC) Bhubaneswar -- 5.5 Case 5: Hi-Tech Institute of Technology (HIT), Bhubaneswar -- 6 Conclusion of the Study -- References -- A Novel Approach for Artifact Removal from Brain Signal -- 1 Introduction -- 2 Overview of Proposed Method -- 2.1 Kurtosis -- 2.2 Multiscale Entropy (MSE) -- 2.3 Artifact Channel Identification -- 2.4 Artifact Denoising -- 3 Results and Discussion -- 4 Conclusion -- References -- A Novel Approach to Heterogeneous Multi-class SVM Classification -- 1 Introduction -- 2 Literature Review -- 3 Classification Problem -- 4 Proposed Novel Approach for Heterogeneous Data. , 5 Experimental Results -- 6 Conclusion -- References -- An Empirical Study of Big Data: Opportunities, Challenges and Technologies -- 1 Introduction -- 2 Importance of Big Data -- 2.1 Importance to National Development -- 2.2 Importance to Industrialized Upgrades -- 2.3 Importance to Technical Research -- 2.4 Importance to Interdisciplinary Research -- 2.5 Importance to Better Predict the Future -- 3 Big Data Characteristics -- 3.1 Volume -- 3.2 Velocity -- 3.3 Variety -- 3.4 Veracity -- 3.5 Validity -- 3.6 Volatility -- 3.7 Value -- 4 Hadoop: Way to Process Big Data -- 4.1 Hadoop Distributed File System -- 4.2 MapReduce -- 5 Challenges of Big Data -- 5.1 Data Challenges -- 5.2 Processing Challenges -- 5.3 Management Challenges -- 6 Big Data Techniques -- 7 Big Data Hadoop-Based Tools -- 7.1 Apache Hadoop -- 7.2 Apache Mahout -- 7.3 Storm -- 7.4 S4 -- 7.5 Apache Kafka -- 8 Conclusion -- References -- Forecasting World Petroleum Fuel Crisis by Nonlinear Autoregressive Network -- 1 Introduction -- 2 Data Sources -- 3 Methodology -- 3.1 Time Series Prediction Using Artificial Neural Network (ANN) -- 3.2 Comparisons of General Prediction Models -- 3.3 Predictive Model Flow Control Diagram -- 3.4 Predictive Model Structure -- 4 Performance Measurement -- 5 Result and Analysis -- 6 Comparison and Discussion -- 7 Hypothesis Testing -- 8 Conclusion -- References -- Stock Market Price Prediction Employing Artificial Neural Network Optimized by Gray Wolf Optimization -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 Dataset -- 3.2 Normalization -- 3.3 Artificial Neural Network -- 3.4 Gray Wolf Optimization -- 4 Proposed Approach -- 5 Experimental Setup and Simulation Result -- 6 Conclusion -- References -- Analysis of Techniques for Credit Card Fraud Detection: A Data Mining Perspective -- 1 Introduction -- 2 Literature Review. , 2.1 Dataset Collection -- 2.2 Various Methodology of Fraud Detection in Credit Card -- 3 Challenges in Credit Card Fraud Detection -- 4 Conclusion -- References -- Predictive Analytics for Weather Forecasting Using Back Propagation and Resilient Back Propagation Neural Networks -- 1 Introduction -- 2 Related Works -- 3 Supervised Learning Algorithms -- 4 Artificial Neural Network -- 4.1 Back Propagation Algorithm -- 4.2 Resilient Back Propagation -- 5 Results and Discussion -- 5.1 Backprop and Rprop Implemented in RStudio -- 5.2 Receiver Operating Characteristic Curve (ROC) and Area Under Curve (AUC) -- 5.3 ggplot -- 6 Conclusion -- Appendix -- References -- Analysis of the Leadership of Undergraduate Freshmen in Military Schools from the Perspective of Space -- 1 Introduction -- 2 Research Methods -- 2.1 Research Tools -- 2.2 Research Procedures -- 3 The Results Analysis -- 3.1 Reliability and Validity Test -- 3.2 Overall Analysis of Leadership -- 3.3 Analysis of the Correlation Between Leadership and Per Capita Income -- 3.4 Analysis of the Correlation Between Leadership and Per Capita Income -- 4 Result Analysis -- 5 Concluding Remarks -- References -- Correlation Analysis for CSI300 Index Return and Realized Volatility -- 1 Introduction -- 2 Model Construction -- 2.1 Model Realized Estimate -- 2.2 Edge Distribution Model Construction -- 2.3 Construction of Time Change D-Vine Copula -- 3 Empirical Analysis -- 3.1 Characteristic Analysis -- 3.2 Parameter Estimation -- 3.3 Parameter Estimation for Continuous-Time Volatility and the Jump Volatility Models -- 3.4 Correlation Analysis -- 4 Conclusion -- References -- Prescription Basket Analysis: Identifying Association Rule Among Drugs in Prescription of Dentist in Bhubaneswar City -- 1 Introduction -- 2 Research Methodology -- 3 Data Analysis and Results -- 4 Conclusion -- References. , Decision Science and Management -- Impact of Decision Science on e-Governance: A Study on Odisha Land Records System -- 1 Introduction -- 1.1 e-Governance -- 1.2 Odisha Right to Public Services Act -- 2 Literature Review -- 2.1 Brainstorming -- 2.2 Committee Meetings -- 2.3 Delphi -- 2.4 Electronic Meeting -- 2.5 Survey -- 2.6 Decision Tree and Decision Tables -- 2.7 Game Theory -- 2.8 Simulation -- 3 Decision Science for e-Governance -- 3.1 Risk Analysis -- 3.2 Decision Analysis -- 3.3 Cost-Effectiveness Analysis -- 4 Key Findings of the Paper -- 5 Conclusion -- References -- HR Value Proposition Using Predictive Analytics: An Overview -- 1 Introduction -- 2 Data Analytics -- 2.1 Descriptive Analytics -- 2.2 Predictive Analytics -- 2.3 Prescriptive Analytics -- 3 Literature Review -- 3.1 HR Analytics -- 4 Findings and Discussion -- 4.1 Importance of Analytics in HR -- 5 Conclusions -- 6 Originality -- 7 Declaration -- References -- Determination of Time-Dependent Quadratic Demand by Using Optimal Ordering Policy, Salvage Value Under Partial Backlogging, Time-Proportional Deterioration, Time-Varying Holding Cost -- 1 Introduction -- 2 Assumptions -- 3 Modeling -- 3.1 Notations -- 3.2 Mathematical Formulation -- 4 Numerical Examples -- 5 Sensitivity Analysis -- 6 Conclusions -- References -- Inventory Control for Materials Management Functions-A Conceptual Study -- 1 Introduction -- 2 Review of the Literature -- 2.1 Inventory Management -- 2.2 Material Management -- 3 Conclusion -- References -- ACO-Based Secure Routing Protocols in MANETs -- 1 Introduction -- 2 Ant Colony Optimization -- 3 Security Aware ACO Routing Protocols -- 3.1 Secure Antnet Routing Algorithm for Scalable Ad Hoc Networks Using Elliptic Curve Cryptography -- 3.2 Secure Power Aware Ant Routing Algorithm -- 3.3 Swarm-Based Detection and Defence Technique. , 3.4 Detection and Prevention of Blackhole Attack in MANET Using ACO Routing -- 3.5 Autonomous Bio-inspired Public Key Management Protocol -- 3.6 ANT-Based Trustworthy Routing -- 3.7 Pair-Wise Key Agreement and Hop-by-Hop Authentication Protocol -- 4 Comparison and Analysis of Security Aware ACO Routing Protocols -- 5 Conclusion and Future Work -- References -- An Approach Toward Integration of Big Data into Decision Making Process -- 1 Introduction -- 2 Background -- 3 Challenges During Big Data Analytics for Decision Making -- 4 Integrated Framework of Big Data Analytics with Decision Making Process -- 4.1 Proposed Approach -- 5 Conclusion and Future Aspects -- References -- Big Data Analysis and Classification of Biomedical Signal Using Random Forest Algorithm -- 1 Introduction -- 2 Proposed Methodology -- 3 Preprocessing of the Signal -- 4 Feature Extraction -- 5 Random Forest -- 6 Classification Result -- 7 Conclusion -- References -- An Intelligent Framework for Analysing Terrorism Actions Using Cloud -- 1 Introduction -- 2 Motivation -- 3 Objective -- 4 Literature Review -- 5 Comparison of Models -- 6 Conclusion -- References -- Research on Optimization of J Company Warehouse Storage Process -- 1 Introduction -- 2 Analysis on the Current Situation of J Company -- 2.1 Warehouse Storage Process -- 2.2 Problems with Warehouse Storage Process -- 3 Optimized Warehouse Storage Process -- 4 Petri Net Model -- 5 Conclusion -- References -- The Influence of Psychological Contract on the Willingness to Share Tacit Knowledge -- 1 Introduction -- 2 Psychological Contract -- 2.1 Knowledge Sharing -- 2.2 Hypothesis -- 3 Method -- 3.1 Measurement Tools -- 4 Result -- 5 Hypothesis Testing -- 6 Discussion -- 7 Limitations and Future Research -- References -- Research on the Role of Government Management in Chinese Public Indemnificatory Housing System. , References.

Note: Intro -- Preface -- Acknowledgments -- Contents -- Autonomous Systems -- Testing Paper Optimization Based on Improved Particle Swarm Optimization -- Abstract -- 1 Introduction -- 2 Background and Relative Researches -- 3 Testing Paper Optimization -- 3.1 Particle Swarm Optimization (PSO) -- 3.2 Parameter Initialization -- 3.3 Evaluation Function of the TPOPSO -- 3.4 The Global and Local Optimum -- 4 Experiment and Discussion -- 4.1 Examination Question Database -- 4.2 The Performance of the TPOPSO -- 5 Conclusion -- References -- The Null Space Pursuit Algorithm Based on an Arbitrary Order Differential Operator -- Abstract -- 1 Introduction -- 2 The Null Space Pursuit Algorithm Based on an Arbitrary Order Differential Operator -- 3 Experiment Result and Analysis -- 4 Summary -- Acknowledgement -- References -- Parameters Estimation of Regression Model Based on the Improved AFSA -- Abstract -- 1 Introduction -- 2 Multiple Linear Regression Model -- 3 AFSA -- 4 The Improved AFSA -- 4.1 The Improvement of Algorithm Parameters -- 4.2 The Improved Swarming Behavior -- 4.3 The Definition of Artificial Fish Individuals and Fitness Function -- 4.4 The Process of the Improved AFSA -- 5 Results and Conclusion -- Acknowledgment -- References -- Research on Hysteresis Modeling for Piezoelectric Displacement Actuators -- Abstract -- 1 Introduction -- 2 The Symmetry and Features of Hysteretic Loop Curves for a PZT Patch -- 2.1 Hysteretic Loop and Central Symmetry -- 2.2 Foldback Point and Centrosymmetric Center -- 2.3 The Variation of Loops, Their Upgrading/Degrading and Emerging/Vanishing -- 3 Mathematic Model -- 4 Experimental Results -- 5 Conclusions -- Acknowledgements -- References -- An Iterative Method for the Least Squares Anti-bisymmetric Solution of the Matrix Equation -- Abstract -- 1 Introduction -- 2 An Iterative Method for Solving Problem I. , 3 The Solution for Problem II -- References -- Parallelization of the Conical Area Evolutionary Algorithm on Message-Passing Clusters -- Abstract -- 1 Introduction -- 2 Partially Evolved Parallelization of CAEA -- 2.1 Partially Evolved Island Model -- 2.2 Elitist Migration Among Islands -- 2.3 Dynamic Directional Migration Topology -- 2.4 Procedure of PeCAEA -- 3 Experimental Results and Analysis -- 4 Conclusions -- Acknowledgments -- References -- Design of Heat Preservation Bathtub with Water Saving -- Abstract -- 1 Introduction -- 2 Problem Description -- 3 The Model -- 3.1 Analysis of Bath Process -- 3.2 Analysis of Heat Gain and Loss -- 3.3 A Double Multi-objective Optimization Model -- 3.4 Effect of Bubble Bath Agent -- 4 Sensitivity Analysis -- 5 Conclusion -- References -- A Label-Correlated Multi-label Classification Algorithm Based on Spearman Rank Correlation Coefficient -- Abstract -- 1 Introduction -- 2 An Introduction to Related Algorithms -- 2.1 Spearman Rank Correlation Coefficient -- 2.2 Confidence and Confidence Interval -- 2.3 Multi-label Classification Strategy of Adaboost-SVM -- 3 Label-Correlated Multi-label Classification Model Algorithm (LC-ASVM) -- 3.1 General Design -- 3.2 Correlation Analysis of Characteristics -- 3.3 Confidence Form Multi-label SVM -- 3.4 Build LC-ASVM Model -- 4 Experiment and Analysis -- 4.1 Experimental Datasets -- 4.2 Experimental Results and Analysis -- 5 Conclusions -- References -- Effect of Film Thickness on Load-Carrying Property of Seawater Dynamic-Hydrostatic Hybrid Thrust Bearing -- Abstract -- 1 Introduction -- 2 Brief of Seawater-Lubricated Hydrostatic-Dynamic Thrust Bearing -- 2.1 Lubricate Flow Through the Channel in the Sector Opposed Supporting Ladder-Cavity -- 2.2 Supporting Mechanism for Opposed Supporting Ladder-Cavity -- 2.3 Initial Design Parameters of the Thrust Bearing. , 3 Property Index of the Thrust Bearing -- 3.1 Static Property Index -- 3.2 Dynamic Property Index -- 3.3 Vibration Property Index -- 4 Influence of Shallow Cavity Depth on Static Performance -- 5 Influence of Film Thickness on Dynamic Property Index -- 6 Influence of Film Thickness on Vibration Property Index -- 7 Conclusion -- Acknowledgement -- References -- Research on Static Performance of Water-Lubricated Hybrid Bearing with Constant Flow Supply -- Abstract -- 1 Introduction -- 2 Static Performance Analysis -- 2.1 Flow Condition -- 2.2 Bearing Force Calculation -- 2.3 Static Performance Indexes -- 2.4 Influence of Parameter on Static Index -- 3 Conclusion -- Acknowledgement -- References -- A New Method for Desiccant Package Quality Check -- Abstract -- 1 Introduction -- 2 The Proposed Method -- 2.1 Correct the Captured Image -- 2.2 Wipe Out the Contaminated Samples -- 2.3 Detect the Integrity of the Packaging -- 3 Experiment Result -- 4 Conclusion -- Acknowledgments -- References -- A Novel Algorithm for Laser Spot Detection Based on Quaternion Discrete Cosine Transform -- Abstract -- 1 Introduction -- 2 The Quaternion Discrete Cosine Transform Based Laser Spot Detection -- 2.1 Quaternion Discrete Cosine Transform -- 2.2 Image Moment Method (IMM) -- 3 Experiment -- 4 Conclusions -- References -- Natural Frequency Modification Using Frequency-Shift Combined Approximations Algorithm -- Abstract -- 1 Introduction -- 2 Formulation and Solution -- 2.1 Natural Frequency Sensitivity Analysis Using FSCA Method -- 2.2 Natural Frequency Modification Based on Taylor Series Expansion -- 3 Numerical Example -- 4 Conclusion -- Acknowledgements -- References -- Adaptive Stochastic Ranking Schemes for Constrained Evolutionary Optimization -- Abstract -- 1 Introduction -- 2 Theoretical Analysis and Proposed Approach -- 3 Experimental Results -- 4 Conclusion. , Acknowledgments -- References -- A Case-Based Reasoning Method with Relative Entropy and TOPSIS Integration -- Abstract -- 1 Introduction -- 2 Related Work -- 3 CBR Framwork with Relative Entropy and TOPSIS -- 3.1 Similarity Measure -- 3.2 A New Ensemble Measure -- 4 RTCBR Algorithm -- 5 Experiment Study and Analysis -- 5.1 Experiment Design -- 5.2 Result Analysis -- 6 Conclusion -- Acknowledgment -- References -- An Algorithm Design for Electrical Impedance Tomography Based on Levenberg Method -- Abstract -- 1 Introduction -- 2 Levenberg-Marpuardt Algorithm (L-Algorithm) -- 3 Construct Differential Matrix in L-Algorithm -- 4 Construction of Improved Algorithm for Electrical Impedance Tomography -- 5 Proposed Algorithm and Further Considerations -- 6 Conclusion -- References -- A Return-Value-Unchecked Vulnerability Detection Method Based on Property Graph -- Abstract -- 1 Introduction -- 2 System Design -- 3 Property Graph Representation for Binary Software -- 3.1 Intermediate Representation -- 3.2 Static Analysis Based on Intermediate Representation -- 3.3 Property Graph Generation -- 4 Vulnerability Model and Detect Based on Property Graph -- 4.1 Vulnerability Model -- 4.2 Vulnerability Detection -- 5 Implementation and Evaluation -- 5.1 Implementation -- 5.2 Evaluation -- 6 Summary -- References -- GA Based Optimization of Sign Regressor FLANN Model for Channel Equalization -- Abstract -- 1 Introduction -- 2 Channel Equalization Model -- 2.1 FLANN Model -- 2.2 Optimization Using GA -- 3 Result and Discussion -- 4 Conclusion -- References -- Research of Chemical Fabric Style Prediction System Based on Integrated Neural Network -- Abstract -- 1 Introduction -- 2 Processing of the Samples Data -- 2.1 Preprocessing of Fabric Structure Parameters -- 2.2 Introduction of Fabric Structure Complexity Factor -- 2.3 Method for Dividing Fabric Subset. , 3 Comparison of Two Predictive Methods -- 3.1 Single BP Neural Network Prediction -- 3.2 Integrated Neural Network Prediction -- 4 Conclusion -- Acknowledgements -- References -- Internet and Cloud Computing -- The Influencing Factor Analysis of Micro-blog User Adding Attend Object -- Abstract -- 1 Introduction -- 2 Relationship Between User Intimacy and Attended Objects -- 2.1 Influence Factors of Intimacy and the Representation -- 2.1.1 Basic Factors -- 2.1.2 Considering Factors -- 2.1.3 Influent Factors -- 2.2 The Definition and Computation of Intimation -- 2.3 The Relationship Between User Intimacy and the Attended Object -- 3 The Relationship Between User's Interest Degree and Attended Object -- 3.1 Interest Similarity Calculation -- 3.2 Recommendation Based on Interest Similarity Relationship -- 4 Experiment and Analyzing -- 4.1 Experimental Environment -- 4.2 Evalution Index of Result -- 4.3 Experimental Results -- 5 Conclusion -- Acknowledgement -- References -- History Path Reconstruction Analysis of Topic Diffusion on Microblog -- Abstract -- 1 Introduction -- 2 Problem Formulation -- 2.1 Basic Definition -- 2.2 Topic Detection -- 2.3 Probabilistic Score Based Diffusion Model -- 3 Experiment Results and Discussion -- 3.1 Experiment Realization -- 3.2 Experimental Results and Analysis -- 4 Conclusion -- Acknowledgements -- References -- A Novel Session Identification Scheme with Tabbed Browsing -- Abstract -- 1 Introduction -- 2 Related Works -- 2.1 Traditional Browsing and Tabbed Browsing -- 2.2 Survey of Users' Browsing Modes -- 2.3 Tabbed Browsing and Session Identification -- 3 Fixed Threshold Session Identification Scheme -- 4 Novel Session Identification Scheme -- 5 Experiment and Evaluation -- 5.1 Date Preprocessing -- 5.2 Metrics -- 5.3 Performance Evaluation -- 6 Conclusion -- Acknowledgement -- References. , Research of Optimizing the System Partition in Android System.

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 -- Preface -- Acknowledgements -- Contents -- About the Editors -- Interactive Browsing of Large Image Repositories -- 1 Introduction -- 2 Image Database Navigation Systems -- 3 Hue Sphere Image Browser-Principles -- 4 Hue Sphere Image Browser-Systems -- 5 Conclusions -- References -- Intelligent Computing -- 2 Building Unmanned Plant Factory with Modular Robotic Manipulation and Logistics Systems -- Abstract -- 1 Introduction -- 2 Overview of the Integrated Logistics Systems -- 3 Unmanned Ground Vehicle (UGV) -- 3.1 Overview of the UGV -- 3.2 Hardware of the UGV -- 4 Docking System -- 5 Smart Remote-Control System -- 6 Conclusion -- Acknowledgements -- References -- 3 A Comprehensive Looks at Data Mining Techniques Contributing to Medical Data Growth: A Survey of Researcher Reviews -- Abstract -- 1 Introduction -- 2 An Overview of Data Mining -- 3 Proposed Reviews -- 4 Summary -- 5 Conclusion -- Acknowledgements -- References -- 4 Risk Evaluation in TSC Based on Fuzzy Linguistic Information and QFD -- Abstract -- 1 Introduction -- 2 Risk Evaluation in TSC Based on Fuzzy Linguistic Term -- 2.1 2-Tuple Fuzzy Linguistic Model -- 2.2 Risk Analysis Based on Quality Function Deployment -- 2.3 Risk Evaluation Based on Fuzzy QFD -- 3 Case Study -- 4 Conclusion -- References -- 5 Study on Total Factor Productivity of Nanshan District in Shenzhen -- Abstract -- 1 Foreword -- 2 The Measure of Factor Productivity -- 2.1 Model and Parameter Estimation -- 2.1.1 Selection of Production Function -- 2.1.2 Parameter Estimation of Production Function -- 2.2 Efficiency of Economic Operation -- 3 Explain the Growth Phases of Economy in Nanshan District -- 4 Conclusion -- Acknowledgements -- References -- 6 Image Spam Filtering Using Weighted Spatial Pyramid Networks -- Abstract -- 1 Introduction -- 2 Related Work -- 3 ADAMM Stochastic Optimization Algorithm. , 4 WSP-Net Real-Time Image Recognition Model -- 5 Performance -- 6 Discussion and Conclusions -- Acknowledgements -- References -- 7 Research on the Technology Used to Inspect the Visual Appearance of Tropical Fruit, based on Machine Vision Color Space -- Abstract -- 1 Introduction -- 2 Characteristics of Hainan Tropical Fruit -- 3 Machine Vision (Computer Vision) Detection Technology -- 4 Applied Research -- 5 Summary -- Acknowledgements -- References -- 8 Research on the Mixed-Learning Model and the Innovative Talent Cultivation Mechanism Based on Computational Thinking -- Abstract -- 1 Introduction -- 2 Domestic and Foreign Research Status -- 3 Research on the Cultivation Mode of Ability in Computational Thinking -- 4 The Purpose of Researching Computational Thinking -- 5 Cultivating the Technical Method of Calculating Thinking -- 6 Summary -- Acknowledgements -- References -- 9 Review of Domestic and Foreign Research on the Elderly's Use of Mobile Phones -- Abstract -- 1 Introduction -- 2 Research Method -- 2.1 Literature Review and Database Selection -- 2.2 Search Term and Evaluation of Literature Relevance -- 2.3 Analysis and Reorganization -- 3 Influencing Factors for the Elderly's Use of Mobile Phones -- 3.1 Characteristics of the Elderly -- 3.2 Personal Motivation -- 3.3 Sociodemographic Factors -- 3.4 Technology Convenience -- 4 Prospects -- Acknowledgements -- References -- 10 Research on Face Detection Based on Fast R-CNN -- Abstract -- 1 Introduction -- 2 Face Detection Fast R-CNN -- 2.1 The Construction of Face Detection -- 2.2 Fast R-CNN -- 2.3 ROI Pooling Layer Calculation -- 2.4 Output Layer Regression Calculation -- 3 Experimental Part -- 3.1 Experimental Platform -- 3.2 Experimental Results and Analysis -- 4 Summary -- References -- 11 Research and Optimization of Data Sparsity in Collaborative Filtering Algorithms -- Abstract. , 1 Introduction -- 2 Cooperative Filtering Algorithm Based on Memory -- 3 Algorithm Design and Implementation -- 3.1 Problem Analysis -- 3.2 Algorithm Design and Implementation -- 4 Experimental Results and Analysis -- 4.1 Experimental Data and Environment -- 4.2 Experimental Results -- 5 Summary -- References -- 12 A Robust Image Segmentation Approach Using Fuzzy C-Means Clustering with Local Coefficient of Variation -- Abstract -- 1 Introduction -- 2 Motivation -- 3 The Proposed Method -- 4 Results and Analysis -- 4.1 Synthetic Images -- 4.2 MR Brain Images -- 5 Conclusion -- Acknowledgements -- References -- 13 A Method to Mine Frequent Dense Resources Across Multiple Real-Value Function's Resource Effectiveness Matrixes -- Abstract -- 1 Introduction -- 2 Problem Description -- 3 Mining Frequent Dense Resource Sets -- 4 Results -- 5 Conclusion -- Acknowledgements -- References -- 14 Augmenting Concolic Testing with Weighted Constraints-Based Search -- Abstract -- 1 Introduction -- 2 Overview -- 2.1 Concolic Testing -- 2.2 Search Strategies -- 3 Implementation -- 3.1 CFG Construction -- 3.2 Path Constraints Collect and Evaluate -- 3.3 Sort the Paths and Solve Constraints -- 4 Evaluation -- 5 Conclusion -- Acknowledgements -- References -- 15 Research of TDOA Cooperative Direction Finding Algorithm Based on LLS and Taylor -- Abstract -- 1 Introduction -- 2 Algorithm Description -- 2.1 Direction Finding Model Based on TDOA -- 2.2 Cooperative Algorithm Based on LLS and Taylor -- 3 Error Analysis -- 3.1 Cramer-Rao Lower Bound -- 3.2 Mean Square Error -- 4 Simulation Experiments -- 4.1 Parameter Setting -- 4.2 Estimate Results of Direction -- 5 Conclusion -- References -- 16 KCF Tracking Algorithm Based on Outlier Detection -- Abstract -- 1 Introduction -- 2 KCF Tracking Algorithm -- 2.1 Training Classifiers -- 2.2 Target Detection. , 3 Improved KCF Algorithm -- 3.1 Target Detection -- 3.2 Re-Detection and Localization Mechanism -- 4 Experimental Results and Analysis -- 4.1 Experimental Environment and Parameters -- 4.2 Assessment Criteria -- 4.3 Performance Analysis -- 5 Conclusion -- References -- 17 Spectral Clustering Algorithm Based on Attribute Weight of Information Entropy -- Abstract -- 1 Introduction -- 2 Weighted Euclid Distance Based on Information Entropy -- 3 Algorithm -- 4 Experiment -- References -- 18 Interference Location Using an Improved TDOA Algorithm with Antenna Array and Beamforming -- Abstract -- 1 Introduction -- 2 TDOA Method Description -- 3 Improved TDOA Using Array Antenna -- 4 Experiments and Conclusion -- Acknowledgements -- References -- 19 Reconstruction Algorithm of Discontinuous Point for a Class of Shallow Water Equations by MQQI -- Abstract -- 1 Introduction -- 2 Equations -- 3 Numerical Methods -- 4 Numerical Examples -- 4.1 The KDV Equation -- 4.2 The C-H Equation -- 4.3 The D-P Equation -- 5 Conclusion -- Acknowledgements -- References -- 20 Salmon Migration Optimization: A Novel Nature-Inspired Algorithm -- Abstract -- 1 Introduction -- 2 Salmon Migration Optimization (SMO) -- 2.1 Inspiration -- 2.2 Algorithm Flow and Mathematical Model -- 2.2.1 SMO Algorithm -- 2.2.2 Water Flow Oriented Heuristic -- 2.2.3 Magnetic Oriented Heuristic -- 2.2.4 Pheromone Oriented Heuristic -- 3 Results and Discussion -- 3.1 Benchmark Functions and Experimental Setting -- 3.2 Comparison Results and Analysis -- 3.2.1 Unimodal Test Functions and Exploitation Analysis -- 3.2.2 Multi-modal Test Functions and Exploration Analysis -- 3.2.3 Wilcoxon Rank-Sum Test Results and Analysis -- 4 Conclusions -- References -- 21 An Intelligent Logistic Regression Approach for Verb Expression's Sentiment Analysis -- Abstract -- 1 Introduction -- 2 Methodology. , 2.1 Verb Expression Extractor and Vectorization -- 2.2 New Feature Finding with PSO -- 2.3 Regression Coefficient Computation -- 3 Experiments -- 3.1 Datasets -- 3.2 Experimental Results -- 4 Conclusion -- Acknowledgements -- References -- 22 Lyapunov Inequality for Conformable Fractional Equation -- Abstract -- 1 Introduction -- 2 Definition, Lemma, and Remark -- 3 Main Results -- 4 Discussion -- Acknowledgements -- References -- 23 Feature Extraction and Classification of Dynamic and Static Gestures Based on RealSense -- Abstract -- 1 Introduction -- 2 Related Works -- 2.1 Intel RealSense Technology -- 2.2 Hand Data Acquisition -- 2.3 Gesture Customization -- 3 Feature Analysis and Extraction -- 3.1 Gesture Feature Analysis and Calculation -- 3.2 Feature Set Selection -- 4 Experiment and Analysis -- 5 Conclusions -- Acknowledgements -- References -- 24 Research on Passive Acoustic Source Direction Finding Based on TDOA -- Abstract -- 1 Introduction -- 2 Development of Passive Acoustic Direction Finding -- 3 Direction-Finding Algorithm -- 3.1 Method of Solving Equations -- 3.2 Linear Least Square Method -- 4 The Current Direction-Finding Problems -- 5 Conclusion -- References -- 25 Evaluation of English Speech Quality Based on Deep Belief Network -- Abstract -- 1 Introduction -- 2 Speech Signal Preprocessing and Feature Extraction -- 2.1 The Preprocessing of Speech Signals -- 2.2 Extraction of Speech Feature Parameters -- 3 Multi-parameter Pronunciation Quality Evaluation Based on Deep Belief Network -- 3.1 Restricted Boltzmann Machine -- 3.2 Deep Belief Network -- 4 Experiment Simulation and Result Analysis -- 5 Conclusions -- References -- 26 Integrated Simulation Design of UAV System -- Abstract -- 1 Introduction -- 2 Scheme Design -- 2.1 Development Process of Integrated Simulation -- 2.2 Simulation Objects and Integrated Simulation System. , 3 Real-Time Simulation System Design.