Intelligent Computing Theory: 10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014. Proceedings

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 -