Advances in Intelligent Computing: International Conference on Intelligent Computing, ICIC 2005, Hefei, China, August 23-26, 2005, Proceedings, Part I

ISBN-13: 9783540282266 / Angielski / Miękka / 2005 / 1101 str.

D. Huang; De-Shuang Huang

Opis

The International Conference on Intelligent Computing (ICIC) was set up as an annual forum dedicated to emerging and challenging topics in the various aspects of advances in computational intelligence fields, such as artificial intelligence, machine learning, bioinformatics, and computational biology, etc. The goal of this conference was to bring together researchers from academia and industry as well as practitioners to share ideas, problems and solutions related to the multifaceted aspects of intelligent computing. This book constitutes the proceedings of the International Conference on Intelligent Computing (ICIC 2005), held in Hefei, Anhui, China, during August 23 26, 2005. ICIC 2005 received over 2000 submissions from authors in 39 countries and regions. Based on rigorous peer reviews, the Program Committee selected 563 high-quality papers for presentation at ICIC 2005; of these, 215 papers were published in this book organized into 9 categories, and the other 348 papers were published in five international journals. The organizers of ICIC 2005 made great efforts to ensure the success of this conference. We here thank the members of the ICIC 2005 Advisory Committee for their guidance and advice, the members of the Program Committee and the referees for reviewing the papers, and the members of the Publication Committee for checking and compiling the papers. We would also like to thank the publisher, Springer, for their support in publishing the proceedings in the Lecture Notes in Computer Science series. Particularly, we would like to thank all the authors for contributing their papers."

Spis treści

Perceptual and Pattern Recognition.- A Novel Approach to Ocular Image Enhancement with Diffusion and Parallel AOS Algorithm.- An Iterative Hybrid Method for Image Interpolation.- Research on Reliability Evaluation of Series Systems with Optimization Algorithm.- Image Registration Based on Pseudo-Polar FFT and Analytical Fourier-Mellin Transform.- Text Detection in Images Based on Color Texture Features.- Aligning and Segmenting Signatures at Their Crucial Points Through DTW.- A SAR Image Despeckling Method Based on Dual Tree Complex Wavelet Transform.- Rotation Registration of Medical Images Based on Image Symmetry.- Target Tracking Under Occlusion by Combining Integral-Intensity-Matching with Multi-block-voting.- Recognition of Leaf Images Based on Shape Features Using a Hypersphere Classifier.- A Robust Registration and Detection Method for Color Seal Verification.- Enhanced Performance Metrics for Blind Image Restoration.- Neighborhood Preserving Projections (NPP): A Novel Linear Dimension Reduction Method.- An Encoded Mini-grid Structured Light Pattern for Dynamic Scenes.- Linear Predicted Hexagonal Search Algorithm with Moments.- A Moving Detection Algorithm Based on Space-Time Background Difference.- Bit-Precision Method for Low Complex Lossless Image Coding.- Texture Feature-Based Image Classification Using Wavelet Package Transform.- Authorization Based on Palmprint.- A Novel Dimension Conversion for the Quantization of SEW in Wideband WI Speech Coding.- Adaptive Preprocessing Scheme Using Rank for Lossless Indexed Image Compression.- An Effective Approach to Chin Contour Extraction.- Robust Face Recognition Across Lighting Variations Using Synthesized Exemplars.- Low-Dimensional Facial Image Representation Using FLD and MDS.- Object Tracking with Probabilistic Hausdorff Distance Matching.- Power Op-Amp Based Active Filter Design with Self Adjustable Gain Control by Neural Networks for EMI Noise Problem.- Leaf Recognition Based on the Combination of Wavelet Transform and Gaussian Interpolation.- Fast Training of SVM via Morphological Clustering for Color Image Segmentation.- Similarity Measurement for Off-Line Signature Verification.- Shape Matching and Recognition Base on Genetic Algorithm and Application to Plant Species Identification.- Detection of Hiding in the LSB of DCT Coefficients.- Tracking People in Video Camera Images Using Neural Networks.- How Face Pose Influence the Performance of SVM-Based Face and Fingerprint Authentication System.- A VQ-Based Blind Super-Resolution Algorithm.- Sequential Stratified Sampling Belief Propagation for Multiple Targets Tracking.- Retrieving Digital Artifacts from Digital Libraries Semantically.- An Extended System Method for Consistent Fundamental Matrix Estimation.- Informatics Theories and Applications.- Derivations of Error Bound on Recording Traffic Time Series with Long-Range Dependence.- A Matrix Algorithm for Mining Association Rules.- A Hybrid Algorithm Based on PSO and Simulated Annealing and Its Applications for Partner Selection in Virtual Enterprise.- A Sequential Niching Technique for Particle Swarm Optimization.- An Optimization Model for Outlier Detection in Categorical Data.- Development and Test of an Artificial-Immune- Abnormal-Trading-Detection System for Financial Markets.- Adaptive Parameter Selection of Quantum-Behaved Particle Swarm Optimization on Global Level.- New Method for Intrusion Features Mining in IDS.- The Precision Improvement in Document Retrieval Using Ontology Based Relevance Feedback.- Adaptive Filtering Based on the Wavelet Transform for FOG on the Moving Base.- Text Similarity Computing Based on Standard Deviation.- Evolving Insight into High-Dimensional Data.- SVM Based Automatic User Profile Construction for Personalized Search.- Taxonomy Building and Machine Learning Based Automatic Classification for Knowledge-Oriented Chinese Questions.- Learning TAN from Incomplete Data.- The General Method of Improving Smooth Degree of Data Series.- A Fault Tolerant Distributed Routing Algorithm Based on Combinatorial Ant Systems.- Improvement of HITS for Topic-Specific Web Crawler.- Geometrical Profile Optimization of Elliptical Flexure Hinge Using a Modified Particle Swarm Algorithm.- Classification of Chromosome Sequences with Entropy Kernel and LKPLS Algorithm.- Computational Neuroscience and Bioscience.- Adaptive Data Association for Multi-target Tracking Using Relaxation.- Demonstration of DNA-Based Semantic Model by Using Parallel Overlap Assembly.- Multi-objective Particle Swarm Optimization Based on Minimal Particle Angle.- A Quantum Neural Networks Data Fusion Algorithm and Its Application for Fault Diagnosis.- Statistical Feature Selection for Mandarin Speech Emotion Recognition.- Reconstruction of 3D Human Body Pose Based on Top-Down Learning.- 2D and 3D Full-Body Gesture Database for Analyzing Daily Human Gestures.- Sound Classification and Function Approximation Using Spiking Neural Networks.- Improved DTW Algorithm for Online Signature Verification Based on Writing Forces.- 3D Reconstruction Based on Invariant Properties of 2D Lines in Projective Space.- ANN Hybrid Ensemble Learning Strategy in 3D Object Recognition and Pose Estimation Based on Similarity.- Super-Resolution Reconstruction from Fluorescein Angiogram Sequences.- Signature Verification Using Wavelet Transform and Support Vector Machine.- Visual Hand Tracking Using Nonparametric Sequential Belief Propagation.- Locating Vessel Centerlines in Retinal Images Using Wavelet Transform: A Multilevel Approach.- Models and Methods.- Stability Analysis on a Neutral Neural Network Model.- Radar Emitter Signal Recognition Based on Feature Selection and Support Vector Machines.- Methods of Decreasing the Number of Support Vectors via k-Mean Clustering.- Dynamic Principal Component Analysis Using Subspace Model Identification.- Associating Neural Networks with Partially Known Relationships for Nonlinear Regressions.- SVM Regression and Its Application to Image Compression.- Reconstruction of Superquadric 3D Models by Parallel Particle Swarm Optimization Algorithm with Island Model.- Precision Control of Magnetostrictive Actuator Using Dynamic Recurrent Neural Network with Hysteron.- Orthogonal Forward Selection for Constructing the Radial Basis Function Network with Tunable Nodes.- A Recurrent Neural Network for Extreme Eigenvalue Problem.- Chaos Synchronization for a 4-Scroll Chaotic System via Nonlinear Control.- Global Exponential Stability of a Class of Generalized Neural Networks with Variable Coefficients and Distributed Delays.- Designing the Ontology of XML Documents Semi-automatically.- A Logic Analysis Model About Complex Systems’ Stability: Enlightenment from Nature.- Occluded 3D Object Recognition Using Partial Shape and Octree Model.- Possibility Theoretic Clustering.- A New Approach to Predict N, P, K and OM Content in a Loamy Mixed Soil by Using Near Infrared Reflectance Spectroscopy.- Soft Sensor Modeling Based on DICA-SVR.- Borderline-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning.- Real-Time Gesture Recognition Using 3D Motion History Model.- Learning Systems.- Effective Directory Services and Classification Systems for Korean Language Education Internet Portal Sites.- Information-Theoretic Selection of Classifiers for Building Multiple Classifier Systems.- Minimal RBF Networks by Gaussian Mixture Model.- Learning the Bias of a Classifier in a GA-Based Inductive Learning Environment.- GA-Based Resource-Constrained Project Scheduling with the Objective of Minimizing Activities’ Cost.- Single-Machine Partial Rescheduling with Bi-criterion Based on Genetic Algorithm.- An Entropy-Based Multi-population Genetic Algorithm and Its Application.- Reinforcement Learning Based on Multi-agent in RoboCup.- Comparison of Stochastic and Approximation Algorithms for One-Dimensional Cutting Problems.- Search Space Filling and Shrinking Based to Solve Constraint Optimization Problems.- A Reinforcement Learning Approach for Host-Based Intrusion Detection Using Sequences of System Calls.- Evolving Agent Societies Through Imitation Controlled by Artificial Emotions.- Study of Improved Hierarchy Genetic Algorithm Based on Adaptive Niches.- Associativity, Auto-reversibility and Question-Answering on Q’tron Neural Networks.- Associative Classification in Text Categorization.- A Fast Input Selection Algorithm for Neural Modeling of Nonlinear Dynamic Systems.- Delay-Dependent Stability Analysis for a Class of Delayed Neural Networks.- The Dynamic Cache Algorithm of Proxy for Streaming Media.- Fusion of the Textural Feature and Palm-Lines for Palmprint Authentication.- Nonlinear Prediction by Reinforcement Learning.