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.