The International Conference on Intelligent Computing (ICIC) was formed to provide an annual forum with dedication to the emerging and challenging topics in artificial intelligence, machine learning, bioinformatics, and computational biology, etc. It aims to bring together researchers and practitioners from both the academia and industry to share ideas, problems and solutions related to the multifaceted aspects of intelligent computing. The ICIC 2006 to be held in Kunming, Yunnan, China, 16-19 August 2006 is the second International Conference on Intelligent Computing, which is built upon the success of ICIC 2005 held in Hefei, China, 2005. This year, the conference mainly concentrates on the theories & methodologies as well as the emerging applications of intelligent computing. It intends to unify the contemporary intelligent computing techniques within an integral framework that highlights the trends in advanced computational intelligence and bridges the theoretical research with the applications. In particular, the bio-inspired computing emerges as a key role in pursuing for novel technology in recently years. The resulting techniques vitalize the life science engineering and daily life applications. In light of this trend, the theme for this conference is the Emerging Intelligent Computing Technology and Applications. Papers related to this theme were especially solicited, including theories, methodologies, and applications in science and technology.
Author(s): Daqi Zhu, Qingbin Sang (auth.), De-Shuang Huang, Kang Li, George William Irwin (eds.)
Series: Lecture Notes in Computer Science 4113 : Theoretical Computer Science and General Issues
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2006
Language: English
Pages: 1333
Tags: Computation by Abstract Devices; Algorithm Analysis and Problem Complexity; Artificial Intelligence (incl. Robotics); Image Processing and Computer Vision; Pattern Recognition
Front Matter....Pages -
A Balanced Learning CMAC Neural Networks Model and Its Application to Identification....Pages 1-11
A Cooperative Evolutionary System for Designing Neural Networks....Pages 12-21
A Neural Network Approach to Medical Image Segmentation and Three-Dimensional Reconstruction....Pages 22-31
A Neural Network with Finite-Time Convergence for a Class of Variational Inequalities....Pages 32-41
A Novel Multi-class Support Vector Machine Based on Fuzzy Theories....Pages 42-50
Chaotic Neural Network with Initial Value Reassigned and Its Application....Pages 51-62
Chaotic Synchronization of Hindmarsh-Rose Neural Networks Using Special Feedback Function....Pages 63-72
A Comparative Study on Improved Fuzzy Support Vector Machines and Levenberg-Marquardt-Based BP Network....Pages 73-82
Comparative Study on Input-Expansion-Based Improved General Regression Neural Network and Levenberg-Marquardt BP Network....Pages 83-93
Deterministic Convergence of an Online Gradient Method with Momentum....Pages 94-105
Fast Kernel Classifier Construction Using Orthogonal Forward Selection to Minimise Leave-One-Out Misclassification Rate....Pages 106-114
Gauss-Morlet-Sigmoid Chaotic Neural Networks....Pages 115-125
Hidden Markov Models for Recognition Using Artificial Neural Networks....Pages 126-134
Improved Principal Component Analysis and Neural Network Ensemble Based Economic Forecasting....Pages 135-145
Improving the Combination Module with a Neural Network....Pages 146-155
Improving the Intelligent Prediction Model for Macro-economy....Pages 156-167
Integrated Structure and Parameter Selection for Eng-genes Neural Models....Pages 168-177
Meta-Learning Evolutionary Artificial Neural Networks Using Cellular Configurations: Experimental Works....Pages 178-193
Modeling Based on SOFM and the Dynamic ε -SVM for Fermentation Process....Pages 194-203
Neural Network Equalizer....Pages 204-215
Novel Delay-Dependent Exponential Stability Analysis for a Class of Delayed Neural Networks....Pages 216-226
Orthogonal Relief Algorithm for Feature Selection....Pages 227-234
Concept Features Extraction and Text Clustering Analysis of Neural Networks Based on Cognitive Mechanism....Pages 235-246
The Learning Algorithm for a Novel Fuzzy Neural Network....Pages 247-258
WPSS Communication System Based on CRBF Network Equalizers....Pages 259-267
A Big-Neuron Based Expert System....Pages 268-273
A Bottom-Up OCR System for Mathematical Formulas Recognition....Pages 274-279
A Fast Robust Learning Algorithm for RBF Network Against Outliers....Pages 280-285
A Genetic Algorithm for Constructing Wavelet Neural Networks....Pages 286-291
A Neural Network Model for Online Handwritten Mathematical Symbol Recognition....Pages 292-298
A Novel Boundary Extension Approach for Empirical Mode Decomposition....Pages 299-304
Adaptive Controller Based on Wavelets Neural Network for a Class of Nonlinear Systems....Pages 305-310
An Algorithm for Fuzzy Pattern Recognition Based on Neural Networks....Pages 311-316
An Improved Elman Neural Network with Profit Factors and Its Applications....Pages 317-322
Application of Wavelet Network Combined with Nonlinear Dimensionality Reduction on the Neural Dipole Localization....Pages 323-328
Artificial Neural Network Methodology for Soil Liquefaction Evaluation Using CPT Values....Pages 329-336
Compression of Medical Images by Using Artificial Neural Networks....Pages 337-344
Constraint K-Segment Principal Curves....Pages 345-350
Control of Chaotic Systems with Uncertainties by Orthogonal Function Neural Network....Pages 351-356
Exponential Stability of Interval Neural Networks with Variable Delays....Pages 357-363
Exponential Synchronization for a Class of Chaotic Neural Network with Time-Delay....Pages 364-369
Fault Tolerant Recognition Method of Handwritten Chinese Characters Based on Double Weights Elliptical Neuron....Pages 370-376
Global Exponential Stability of Reaction-Diffusion Neural Networks with Both Variable Time Delays and Unbounded Delay....Pages 377-384
Global Exponential Stability of T-S Fuzzy Neural Networks with Time-Varying Delays....Pages 385-390
Gradient Descent and Radial Basis Functions....Pages 391-396
Improving Adaptive Boosting with k -Cross-Fold Validation....Pages 397-402
Neural Network Metalearning for Credit Scoring....Pages 403-408
New Results for Global Exponential Stability of Delayed Cohen-Grossberg Neural Networks....Pages 409-415
Nonlinear System Identification Based on Delta-Learning Rules....Pages 416-421
Optical Sensing, Logic and Computations in Brillouin-Active Fiber Based Neural Network in Smart Structures....Pages 422-427
Passivity Analysis for Neuro Identifier with Different Time-Scales....Pages 428-433
Power Quality Identification Based on S-transform and RBF Neural Network....Pages 434-439
Probability Model of Covering Algorithm (PMCA)....Pages 440-444
Robust Control for a Class of Uncertain Neural Networks with Time-Delays on States and Inputs....Pages 445-450
Robust Stability in Interval Delayed Neural Networks of Neutral Type....Pages 451-456
Segmenting Images of Occluded Humans Using a Probabilistic Neural Network....Pages 457-462
Simulation Line Design Using BP Neural Network....Pages 463-469
Springback and Geometry Prediction – Neural Networks Applied to the Air Bending Process....Pages 470-475
Stability Conditions for Discrete Hopfield Neural Networks with Delay....Pages 476-481
Subnet Weight Modification Algorithm for Ensemble....Pages 482-487
The Mixture of Neural Networks Adapted to Multilayer Feedforward Architecture....Pages 488-493
The Neural Network for Solving Convex Nonlinear Programming Problem....Pages 494-499
A Hybrid Fuzzy-Genetic Algorithm....Pages 500-510
A Hybrid Quantum-Inspired Genetic Algorithm for Multi-objective Scheduling....Pages 511-522
An Improved Genetic Algorithm for Cell Placement....Pages 523-532
Conflict Detection in Role-Based Access Control Using Multiple-Attractor Cellular Automata....Pages 533-541
Evolutionary Algorithm-Based Background Generation for Robust Object Detection....Pages 542-552
Fuzzy Anomaly Detection System for IPv6 (FADS6): An Immune-Inspired Algorithm with Hash Function....Pages 553-562
Mechanism Design and Analysis of Genetic Operations in Solving Traveling Salesman Problems....Pages 563-573
MURMOEA: A Pareto Optimality Based Multiobjective Evolutionary Algorithm for Multi-UAV Reconnaissance Problem....Pages 574-585
Research on Autonomous Planning for AUV in Unstructured Environment....Pages 586-599
Research on Reactive Power Optimization Based on Immunity Genetic Algorithm....Pages 600-611
Stereo-Matching Techniques Optimisation Using Evolutionary Algorithms....Pages 612-621
Weighted Fuzzy C-Means Clustering Based on Double Coding Genetic Algorithm....Pages 622-633
A Genetic Algorithm with Age and Sexual Features....Pages 634-640
A New Algorithm of Evolutionary Computation: Bio-Simulated Optimization....Pages 641-648
Application of a Novel Evolutionary Neural Network for Macro-cell Placement Optimization in VLSI Physical Design....Pages 649-654
An Integration Method of Artificial Neural Network and Genetic Algorithm for Structure Design of a Scooter....Pages 655-662
Digital Filter Design Using Evolvable Hardware Chip for Image Enhancement....Pages 663-671
Efficient Sigmoid Function for Neural Networks Based FPGA Design....Pages 672-677
Evolutionary Image Enhancement for Impulsive Noise Reduction....Pages 678-683
Expected Value Model and Algorithm for Network Bottleneck Capacity Expansion Under Fuzzy Environment....Pages 684-689
Face Recognition: An Optimized Localization Approach and Selected PZMI Feature Vector Using SVM Classifier....Pages 690-696
Genetic Algorithm Based Restructuring of Web Applications Using Web Page Relationships and Metrics....Pages 697-702
Genetic Algorithm-Based Clustering and Its New Mutation Operator....Pages 703-708
Genetic Algorithm-Based Watermarking in Discrete Wavelet Transform Domain....Pages 709-716
Genetic Algorithms for Improving Material Utilization in Manufacturing....Pages 717-724
Improved Differential Evolution with Dynamic Population Size....Pages 725-730
Redundant Space Manipulator Optimization Design Based on Genetic Algorithm of Immunity....Pages 731-736
Two Artificial Intelligence Heuristics in Solving Multiple Allocation Hub Maximal Covering Problem....Pages 737-744
Kernel Principal Component Analysis for Large Scale Data Set....Pages 745-756
Kernel-Based Reinforcement Learning....Pages 757-766
A Fast Feature Extraction Method for Kernel 2DPCA....Pages 767-774
Least Squares Support Vector Machine Based Partially Linear Model Identification....Pages 775-781
S-transform Based LS-SVM Recognition Method for Identification of PQ Disturbances....Pages 782-789
A Global Optimization Method Based on Simulated Annealing and Evolutionary Strategy....Pages 790-801
A Hybrid Heuristic for PWB Capacity Expansion Problem....Pages 802-811
A New Efficient Parallel Revised Relaxation Algorithm....Pages 812-821
An Improved Simulated Annealing Algorithm for the Maximum Independent Set Problem....Pages 822-831
Exponential Convergence Flow Control Model for Congestion Control....Pages 832-841
Feature Extraction and Evolution Based Pattern Recognition....Pages 842-852
Partner Selection for Renewable Resources in Construction Supply Chain....Pages 853-862
Time Based Congestion Control (TBCC) for High Speed High Delay Networks....Pages 863-874
A DEA-Benchmarking Optimization Model and Method Based on the Theory of Maximum Entropy....Pages 875-882
A Two Step Approach for the Integrated Production and Distribution Planning of a Supply Chain....Pages 883-888
An Enhanced Heuristic Searching Algorithm for Complicated Constrained Optimization Problems....Pages 889-894
Further Research on Node Based Bottleneck Improvement Problem for Multicut....Pages 895-900
Global Optimization Algorithms Using Fourier Smoothing....Pages 901-906
Heuristics to Convex Quadratic Knapsack Problems in Sorted ADP....Pages 907-912
Local Optima Properties and Iterated Local Search Algorithm for Optimum Multiuser Detection Problem....Pages 913-918
Multi-objective Optimal Strategy for Individual Consumption-Investment with Fuzzy Coefficients....Pages 919-924
On Auxiliary Algorithm for the Simplex Method by H. Luh and R. Tsaih....Pages 925-930
Fast Discrimination of Juicy Peach Varieties by Vis/NIR Spectroscopy Based on Bayesian-SDA and PCA....Pages 931-936
Rolling Partial Rescheduling with Efficiency and Stability Based on Local Search Algorithm....Pages 937-942
Sudoku Solver by Q’tron Neural Networks....Pages 943-952
A Simulation-Based Process Evaluation Approach to Enterprise Business Process Intelligence....Pages 953-963
Multi-objective PSO Algorithm Based on Fitness Sharing and Online Elite Archiving....Pages 964-974
An Intelligent Algorithm for Modeling and Optimizing Dynamic Supply Chains Complexity....Pages 975-980
Design of Data Association Filter Using Neural Networks for Multi-Target Tracking....Pages 981-990
Algorithm Analysis and Application Based on Chaotic Neural Network for Cellular Channel Assignment....Pages 991-996
A Capacitated Production Planning with Outsourcing: A General Model and Its Algorithm....Pages 997-1002
A Case-Based Seat Allocation System for Airline Revenue Management....Pages 1003-1011
Feature-Weighted CBR with Neural Network for Symbolic Features....Pages 1012-1020
Object Detection Using Context-Based Cascade Classifier....Pages 1021-1029
Research on a Case-Based Decision Support System for Aircraft Maintenance Review Board Report....Pages 1030-1039
Objects Relationship Modeling for Improving Object Detection Using Bayesian Network Integration....Pages 1040-1046
The Embodiment of Autonomic Computing in the Middleware for Distributed System with Bayesian Networks....Pages 1047-1052
Adaptable Designated Group Signature....Pages 1053-1061
Performance Analysis of Adaptive Digital FPU Transmission System in Fading Environment....Pages 1062-1071
A Component for Management System and Ubiquitous Environment....Pages 1072-1077
A Novel Feature Extraction Approach to Face Recognition Based on Partial Least Squares Regression....Pages 1078-1084
A Novel Feature Fusion Approach Based on Blocking and Its Application in Image Recognition....Pages 1085-1091
A Social-Intelligence-Inspired Security Integrated Model for Network Information Flow....Pages 1092-1097
A Study on the Improvement of Military Logistics System Using RFID....Pages 1098-1102
Performance Improvement of Intelligent UWB-IR Communication System in Multipath Channel....Pages 1103-1108
A Study on the Performance Improvement of UWB-IR System for Intelligent High Speed Multimedia Service....Pages 1109-1114
A Vulnerability Assessment Tool Based on OVAL in System Block Model....Pages 1115-1120
Bark Classification Based on Contourlet Filter Features Using RBPNN....Pages 1121-1126
Community for Ubiquitous Medical Information System....Pages 1127-1132
Design and Implementation of a Fast DIO (Digital I/O) and Motion Control System....Pages 1133-1138
G.711-Based Adaptive Speech Information Hiding Approach....Pages 1139-1144
Mobile Phone Number Management System Using an X-internet Approach....Pages 1145-1150
Performance Analysis of Multimedia Communication System with Enhanced STTD Technique for USN....Pages 1151-1157
U-Logistic Services in Military Using RFID and Mobile Sensor Network....Pages 1158-1163
Web Based Learning Application for LMS....Pages 1164-1169
Application of a Strong Tracking Finite-Difference Extended Kalman Filter to Eye Tracking....Pages 1170-1179
Fast Affine Transform for Real-Time Machine Vision Applications....Pages 1180-1190
Multi-modal Feature Integration for Secure Authentication....Pages 1191-1200
Three-View Shape Recovery and Incremental Registration of 3D Point Sets....Pages 1201-1206
An Efficient Arbitrary View Generation Method Using Panoramic-Based Image Morphing....Pages 1207-1212
Audio Content Analysis for Understanding Structures of Scene in Video....Pages 1213-1218
Independent Components Analysis for Representation Interest Point Descriptors....Pages 1219-1223
New Color Correction Approach to Multi-view Images with Region Correspondence....Pages 1224-1228
Research of Chaos Theory and Local Support Vector Machine in Effective Prediction of VBR MPEG Video Traffic....Pages 1229-1234
A New Principal Curve Algorithm for Nonlinear Principal Component Analysis....Pages 1235-1246
Statistical Processes Monitoring Based on Improved ICA and SVDD....Pages 1247-1256
A Novel Personalized Paper Search System....Pages 1257-1262
An Expert System for the Identification of Nonlinear Dynamical Systems....Pages 1263-1268
Fuzzy Modeling of a Medium-Speed Pulverizer Using Improved Genetic Algorithms....Pages 1269-1274
Least Squares Support Vector Machines Based on Support Vector Degrees....Pages 1275-1281
Staged Neural Modeling with Application to Prediction of NO x Pollutant Concentrations in Urban Air....Pages 1282-1293
T-S Fuzzy Modeling Based on Support Vector Learning....Pages 1294-1299
The Research of an Intelligent Object-Oriented Prototype for Data Warehouse....Pages 1300-1305
Improving Data Availability in Ad Hoc Wireless Networks....Pages 1306-1313
Routing Algorithm Using GPSR and Fuzzy Membership for Wireless Sensor Networks....Pages 1314-1319
Autocontrol of Performance Measurement for RhombShape Achromatic Phase Retarder....Pages 1320-1325
Back Matter....Pages -
