Intelligent Computing Theory: 10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014, Proceedings (Lecture Notes in Computer Science, 8588)

This book – in conjunction with the volumes LNAI 8589 and LNBI 8590 – constitutes the refereed proceedings of the 10th International Conference on Intelligent Computing, ICIC 2014, held in Taiyuan, China, in August 2014. The 92 papers of this volume were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections such as evolutionary computation and learning; swarm intelligence and optimization; machine learning; social and natural computing; neural networks; biometrics recognition; image processing; information security; virtual reality and human-computer interaction; knowledge discovery and data mining; signal processing; pattern recognition; biometric system and security for intelligent computing. Front Matter....Pages - Self-tuning Performance of Database Systems with Neural Network....Pages 1-12 GA-EAM Based Hybrid Algorithm....Pages 13-20 Hybrid ITO Algorithm for Solving Numerical Optimization Problem....Pages 21-31 Performance Analysis of a (1+1) Surrogate-Assisted Evolutionary Algorithm....Pages 32-40 Parameters Selection for Support Vector Machine Based on Particle Swarm Optimization....Pages 41-47 Adaptive Hybrid Artificial Fish School Algorithm for Solving the Real Roots of Polynomials....Pages 48-54 Optimization of Moving Objects Trajectory Using Particle Filter....Pages 55-60 Handing the Classification Methodology ORCLASS by Tool OrclassWeb....Pages 61-72 Solving TSP Problems with Hybrid Estimation of Distribution Algorithms....Pages 73-81 A Path Planning Algorithm Based on Parallel Particle Swarm Optimization....Pages 82-90 An Optimal Probabilistic Transformation of Belief Functions Based on Artificial Bee Colony Algorithm....Pages 91-100 Cost-Sensitive Bayesian Network Classifiers and Their Applications in Rock Burst Prediction....Pages 101-112 Nonparametric Discriminant Multi-manifold Learning....Pages 113-119 Orthogonal Neighborhood Preservation Projection Based Method for Solving CNOP....Pages 120-126 A Safety Requirement Elicitation Technique of Safety-Critical System Based on Scenario....Pages 127-136 Modeling Information Diffusion in Social Networks Using Latent Topic Information....Pages 137-148 PRDiscount: A Heuristic Scheme of Initial Seeds Selection for Diffusion Maximization in Social Networks....Pages 149-161 Quantifying the Evolutions of Social Interactions....Pages 162-172 Computing the Kirchhoff Index of Some xyz-Transformations of Regular Molecular Graphs....Pages 173-183 Parameters Selection for Genetic Algorithms and Ant Colony Algorithms by Uniform Design....Pages 184-195 Result-Controllable Dendritic Cell Algorithm....Pages 196-205 Feature Analysis of Uterine Electrohystography Signal Using Dynamic Self-organised Multilayer Network Inspired by the Immune Algorithm....Pages 206-212 An Improved Ensemble of Extreme Learning Machine Based on Attractive and Repulsive Particle Swarm Optimization....Pages 213-220 Application of Random Forest, Rough Set Theory, Decision Tree and Neural Network to Detect Financial Statement Fraud – Taking Corporate Governance into Consideration....Pages 221-234 SAE-RNN Deep Learning for RGB-D Based Object Recognition....Pages 235-240 Visual Servoing of Robot Manipulator Based on Second Order Sliding Observer and Neural Compensation....Pages 241-247 An Automatic Image Segmentation Algorithm Based on Spiking Neural Network Model....Pages 248-258 A Fast Decoupling Method for Multi-input Multi-output Nonlinear Continuous-Time System....Pages 259-268 A Hand Shape Instruction Recognition and Learning System Using Growing SOM with Asymmetric Neighborhood Function....Pages 269-276 An Adaptive Tracking Controller for Differential Wheeled Mobile Robots with Unknown Wheel Slips....Pages 277-284 Functional Link Neural Network with Modified Cuckoo Search Training Algorithm for Physical Time Series Forecasting....Pages 285-291 The Research of Codeword Based on Fuzzy Hopfield Neural Network....Pages 292-298 Face Recognition System Invariant to Expression....Pages 299-307 Illumination Invariant Face Recognition....Pages 308-319 Real-Time Emotion Recognition: An Improved Hybrid Approach for Classification Performance....Pages 320-331 Recognition of Leaf Image Set Based on Manifold-Manifold Distance....Pages 332-337 Partially Obscured Human Detection Based on Component Detectors Using Multiple Feature Descriptors....Pages 338-344 A Rotation and Scale Invariant Approach for Dense Wide Baseline Matching....Pages 345-356 Computational Aesthetic Measurement of Photographs Based on Multi-features with Saliency....Pages 357-366 Multi-layers Segmentation Based Adaptive Binarization for Text Extraction in Scanned Card Images....Pages 367-375 Integrating Visual Saliency Information into Objective Quality Assessment of Tone-Mapped Images....Pages 376-386 Moving Object Detection Method with Temporal and Spatial Variation Based on Multi-info Fusion....Pages 387-397 Images Denoising with Feature Extraction for Patch Matching in Block Matching and 3D Filtering....Pages 398-406 A Novel Detail-Enhanced Exposure Fusion Method Based on Local Feature....Pages 407-414 Frequency Domain Directional Filtering Based Rain Streaks Removal from a Single Color Image....Pages 415-424 Multi-scale Fractal Coding for Single Image Super-Resolution....Pages 425-434 Image Denoising with BEMD and Edge-Preserving Self-Snake Model....Pages 435-442 Enhanced Local Ternary Pattern for Texture Classification....Pages 443-448 Feature Points Selection Algorithm of DSA Images Based on Adaptive Multi-scale Vascular Enhancement and Mean Shift....Pages 449-458 Parallel Image Texture Feature Extraction under Hadoop Cloud Platform....Pages 459-465 Image Super-resolution Reconstruction Utilizing the Combined Method of K-SVD and RAMP....Pages 466-472 Dispersion Constraint Based Non-Negative Sparse Coding Neural Network Model....Pages 473-479 Moving People Recognition Algorithm Based on the Visual Color Processing Mechanism....Pages 480-487 Finding Specific Person Using Spiking Neural Network Based on Texture Features....Pages 488-494 Unsupervised Image Segmentation Based on Contourlet Texture Features and BYY Harmony Learning of t-Mixtures....Pages 495-501 Using Spectral Feature for Face Recognition of One-Sample-Per-Person Problem....Pages 502-506 Analyzing Feasibility for Deploying Very Fast Decision Tree for DDoS Attack Detection in Cloud-Assisted WBAN....Pages 507-519 A Data Obfuscation Based on State Transition Graph of Mealy Automata....Pages 520-531 Synchronization of Chen’s Attractor and Lorenz Chaotic Systems by Nonlinear Coupling Function....Pages 532-540 A Data Hiding Algorithm for 3D Videos Based on Inter-MBs....Pages 541-552 A Robust Reversible Data Hiding Scheme for H.264 Based on Secret Sharing....Pages 553-559 A High-Dynamic Invocation Load Balancing Algorithm for Distributed Servers in the Cloud....Pages 560-571 An Effective Algorithm for Interference Minimization in Wireless Sensor Networks....Pages 572-581 Subjective Evaluation of Prototypes and Task Complexities for Mobile Phone Usability....Pages 582-593 Kinect-Based Algorithms for Hand Feature Points Localization....Pages 594-606 Designing Robot Eyes and Head and Their Motions for Gaze Communication....Pages 607-618 Robust Fingertip Tracking with Improved Kalman Filter....Pages 619-629 Monte Carlo-Discrete Wavelet Transform for Diagnosis of Inner/Outer Race Bearings Faults in Induction Motors....Pages 630-636 Impact of Using Information Gain in Software Defect Prediction Models....Pages 637-648 CosSimReg: An Effective Transfer Learning Method in Social Recommender System....Pages 649-660 Chaotic Features Identification and Analysis in Liujiang River Runoff....Pages 661-667 Log-Cumulant Parameter Estimator of Log-Normal Distribution....Pages 668-674 Noise Removal Using Fourth Order PDEs Based on Nonlocal Derivative....Pages 675-683 The Research of the Transient Feature Extraction by Resonance-Based Method Using Double-TQWT....Pages 684-692 Fast Mode and Depth Decision Algorithm for Intra Prediction of Quality SHVC....Pages 693-699 A New Local Binary Pattern in Texture Classification....Pages 700-705 Improved Emotion Recognition with Novel Task-Oriented Wavelet Packet Features....Pages 706-714 Pedestrian Detection Based on HOG and LBP....Pages 715-720 A Novel Salient Line Detection Approach Based on Ant Colony Optimization Algorithm....Pages 721-728 Error Tracing and Analysis of Vision Measurement System....Pages 729-740 Online Model-Based Twin Parametric-Margin Support Vector Machine....Pages 741-752 Action Segmentation and Recognition Based on Depth HOG and Probability Distribution Difference....Pages 753-763 Weighted Deformable Part Model for Robust Human Detection....Pages 764-775 Contractive De-noising Auto-Encoder....Pages 776-781 A Hybrid Algorithm to Improve the Accuracy of Support Vector Machines on Skewed Data-Sets....Pages 782-788 Hyperspectral Data Dimensionality Reduction Based on Non-negative Sparse Semi-supervised Framework....Pages 789-796 Constrained Community Clustering....Pages 797-802 Extended Embedding Function for Model-Preserving Steganography....Pages 803-811 A Dynamic Slap Fingerprint Based Verification System....Pages 812-818 Multimodal Personal Authentication Using Iris and Knuckleprint....Pages 819-825 Power-Aware Meta Scheduler with Non-linear Workload Prediction for Adaptive Virtual Machine Provisioning....Pages 826-837 A Fractional-Order Chaotic Circuit Based on Memristor and Its Generalized Projective Synchronization....Pages 838-844 Back Matter....Pages -