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 -- 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 -- 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 -- 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.