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 -- 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.