Daowen Qiu (auth.), De-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo (eds.)3540874402, 9783540874409
This book – in conjunction with the two volumes CCIS 0015 and LNAI 5226 – constitutes the refereed proceedings of the 4th International Conference on Intelligent Computing, ICIC 2008, held in Shanghai, China, in September 2008.
The 152 revised full papers of this volume were carefully reviewed and selected from a total of 2336 submissions. The papers are organized in topical sections on biological and quantum computing, intelligent computing in bioinformatics, computational genomics and proteomics, intelligent computing in signal processing, intelligent computing in pattern recognition, intelligent computing in communication, intelligent agent and web applications, intelligent fault diagnosis, intelligent control and automation, intelligent data fusion and security, intelligent prediction and time series analysis, natural language processing and expert systems, intelligent image/document retrievals, network-based intelligence and automation, intelligent robot systems based on vision technology, and computational intelligence for image analysis.
Table of contents :
Front Matter….Pages –
Some Observations on Two-Way Finite Automata with Quantum and Classical States….Pages 1-8
Design of DNA Sequence Based on Improved Genetic Algorithm….Pages 9-14
Bijective Digital Error-Control Coding, Part I: The Reversible Viterbi Algorithm….Pages 15-22
Bijective Digital Error-Control Coding, Part II: Quantum Viterbi Circuit Synthesis….Pages 23-30
A Hybrid Quantum-Inspired Evolutionary Algorithm for Capacitated Vehicle Routing Problem….Pages 31-38
Improving Tumor Clustering Based on Gene Selection….Pages 39-46
A Hybrid Intelligent Algorithm for the Vehicle Routing with Time Windows….Pages 47-54
A Biological Intelligent Access Control System Based on DSP and NIR Technology….Pages 55-62
An Improved Support Vector Machine for the Classification of Imbalanced Biological Datasets….Pages 63-70
Prediction of Protein Homo-oligomer Types with a Novel Approach of Glide Zoom Window Feature Extraction….Pages 71-78
Multi-layer Ensemble Classifiers on Protein Secondary Structure Prediction….Pages 79-85
Predicting Cytokines Based on Dipeptide and Length Feature….Pages 86-91
A New Unsupervised Approach to Face Recognition….Pages 92-97
Human Motion Analysis Using Eroded and Restored Skeletons….Pages 98-105
Activities Prediction of Drug Molecules by Using the Optimal Ensemble Based on Uniform Design….Pages 106-113
Prediction of RNA-Binding Residues in Proteins Using the Interaction Propensities of Amino Acids and Nucleotides….Pages 114-121
EMD Approach to Multichannel EEG Data – The Amplitude and Phase Synchrony Analysis Technique….Pages 122-129
Prediction of Binding Sites in HCV Protein Complexes Using a Support Vector Machine….Pages 130-137
Identification of Co-regulated Signature Genes in Pancreas Cancer- A Data Mining Approach….Pages 138-145
Neighborhood Rough Set Model Based Gene Selection for Multi-subtype Tumor Classification….Pages 146-158
Poisson-Based Self-Organizing Neural Networks for Pattern Discovery….Pages 159-166
Proteome-Wide Analysis of Amino Acid Absence in Composition and Plasticity….Pages 167-178
Optimal Accurate Minkowski Sum Approximation of Polyhedral Models….Pages 179-188
Fuzzy C-Means Based DNA Motif Discovery….Pages 189-195
Find Key m/z Values in Predication of Mass Spectrometry Cancer Data….Pages 196-203
Protein Secondary Structure Prediction Based on Ramachandran Maps….Pages 204-211
Probe Selection with Fault Tolerance….Pages 212-219
Image Reconstruction Using a Modified Sparse Coding Technique….Pages 220-226
Application of Optimization Technique for GPS Navigation Kalman Filter Adaptation….Pages 227-234
Optimal Design of Passive Power Filters Based on Multi-objective Cultural Algorithms….Pages 235-242
Robust Image Watermarking Scheme with General Regression Neural Network and FCM Algorithm….Pages 243-250
Research on Sampling Methods in Particle Filtering Based upon Microstructure of State Variable….Pages 251-257
Knowledge-Supported Segmentation and Semantic Contents Extraction from MPEG Videos for Highlight-Based Annotation, Indexing and Retrieval….Pages 258-265
Parallel Lossless Data Compression: A Particle Dynamic Approach….Pages 266-274
Ball Mill Load Measurement Using Self-adaptive Feature Extraction Method and LS-SVM Model….Pages 275-284
Object Recognition with Task Relevant Combined Local Features….Pages 285-292
Scheme Implement for Rendering of Chinese Paintings Ink Fluid Style….Pages 293-299
Nonnegative Tensor Factorization with Smoothness Constraints….Pages 300-307
A Minimum Zone Method for Evaluating Straightness Errors Using PSO Algorithm….Pages 308-314
A Supervised PLS Information Recognition Algorithm….Pages 315-320
A Novel Numerical Random Model of Short Fiber Reinforced Foams….Pages 321-328
Robust Wide Baseline Feature Point Matching Based on Scale Invariant Feature Descriptor….Pages 329-336
Detection and Recognition of Scoreboard for Baseball Videos….Pages 337-346
A Heuristic Approach to Caption Enhancement for Effective Video OCR….Pages 347-355
A New Ear Recognition Approach for Personal Identification….Pages 356-363
An FSM-Based Approach for Malicious Code Detection Using the Self-Relocation Gene….Pages 364-371
WTSPMiner: Efficiently Mining Weighted Sequential Patterns from Directed Graph Traversals….Pages 372-379
Reliable Probabilistic Classification and Its Application to Internet Traffic….Pages 380-388
A New Decision Rule for Statistical Word Sense Disambiguation….Pages 389-396
A Vicarious Words Method for Word Sense Discrimination….Pages 397-404
New Algorithm for Determining Object Attitude Based on Trapezoid Feature….Pages 405-413
Curvature Feature Based Shape Analysis….Pages 414-421
A Study on the P3P Problem….Pages 422-429
Face Verification Based on AdaBoost Learning for Histogram of Gabor Phase Patterns (HGPP) Selection and Samples Synthesis with Quotient Image Method….Pages 430-437
Predicting Epileptic Seizure by Recurrence Quantification Analysis of Single-Channel EEG….Pages 438-445
Double Sides 2DPCA for Face Recognition….Pages 446-459
Ear Recognition with Variant Poses Using Locally Linear Embedding….Pages 460-465
Motion Detection with Background Clutter Suppression Based on KDE Model….Pages 466-473
Fingerprint Scaling….Pages 474-481
A Novel Classifier Based on Enhanced Lipschitz Embedding for Speech Emotion Recognition….Pages 482-490
GPU Implementation of a Clustering Based Image Registration….Pages 491-497
Prediction of Aortic Diameter Values in Healthy Turkish Infants, Children and Adolescents Via Adaptive Network Based Fuzzy Inference System….Pages 498-505
Feature Extraction and Classification for Graphical Representations of Data….Pages 506-513
Improving Depth Resolution of Diffuse Optical Tomography with Intelligent Method….Pages 514-520
Research on Optimum Position for Straight Lines Model….Pages 521-528
Choosing Business Collaborators Using Computing Intelligence Methods….Pages 529-535
Generation of Multiple Background Model by Estimated Camera Motion Using Edge Segments….Pages 536-543
Cross Ratio-Based Refinement of Local Features for Building Recognition….Pages 544-551
The Competitive EM Algorithm for Gaussian Mixtures with BYY Harmony Criterion….Pages 552-560
Method of Face Recognition Based on Red-Black Wavelet Transform and PCA….Pages 561-568
Automatic Straight Line Detection through Fixed-Point BYY Harmony Learning….Pages 569-576
A Novel Solution for Surveillance System Based on Skillful Image Sensor….Pages 577-584
Collision Prevention for Exploiting Spatial Reuse in Ad Hoc Network Using Directional Antenna….Pages 585-592
Nonparametric Classification Based on Local Mean and Class Mean….Pages 593-600
Narrowband Jammer Excision in CDMA Using Particle Swarm Optimization….Pages 601-609
DHT-Based Mobile Service Discovery Protocol for Mobile Ad Hoc Networks….Pages 610-619
Multivariate Option Pricing Using Quasi-interpolation Based on Radial Basis Functions….Pages 620-627
A Novel Embedded Intelligent In-Vehicle Transportation Monitoring System Based on i.MX21….Pages 628-635
Selective Sensor Node Selection Method for Making Suitable Cluster in Filtering-Based Sensor Networks….Pages 636-643
Formal Description and Verification of Web Service Composition Based on OOPN….Pages 644-652
Fuzzy Logic Control-Based Load Balancing Agent for Distributed RFID Systems….Pages 653-660
A Learning Assistance Tool for Enhancing ICT Application Ability of Elementary and Secondary School Students….Pages 661-668
A Sliding Singular Spectrum Entropy Method and Its Application to Gear Fault Diagnosis….Pages 669-678
Security Assessment Framework Using Static Analysis and Fault Injection….Pages 679-687
Improved Kernel Principal Component Analysis and Its Application for Fault Detection….Pages 688-695
Machinery Vibration Signals Analysis and Monitoring for Fault Diagnosis and Process Control….Pages 696-703
An Ultrasonic Signal Processing Technique for Extraction of Arrival Time from Lamb Waveforms….Pages 704-711
Application Research of Support Vector Machines in Dynamical System State Forecasting….Pages 712-719
Transformers Fault Diagnosis Based on Support Vector Machines and Dissolved Gas Analysis….Pages 720-727
A Test Data Compression Scheme for Reducing Power Based on OLELC and NBET….Pages 728-735
On Initial Rectifying Learning for Linear Time-Invariant Systems with Rank-Defective Markov Parameters….Pages 736-743
A New Mechanical Algorithm for Solving System of Fredholm Integral Equation Using Resolvent Method….Pages 744-754
Controllability of Semilinear Impulsive Differential Equations with Nonlocal Conditions….Pages 755-762
Dynamic Adaptation of Workflow Based Service Compositions….Pages 763-774
The Research and Application of Nonlinear Predictive Functional Control Based on Characteristic Models….Pages 775-783
A Hybrid Particle Swarm Optimization for Manipulator Inverse Kinematics Control….Pages 784-791
Methods for Decreasing Time and Effort during Development and Maintenance of Intellectual Software User Interfaces….Pages 792-799
Adaptive Hybrid SMC-SVM Control for a Class of Nonaffine Nonlinear Systems….Pages 800-807
Hormone-Inspired Cooperative Control for Multiple UAVs Wide Area Search….Pages 808-816
A PID Parameters Tuning Algorithm Inspired by the Small World Phenomenon….Pages 817-824
SLAM by Combining Multidimensional Scaling and Particle Filtering….Pages 825-832
Application of Ant Colony System to an Experimental Propeller Setup….Pages 833-840
Bacterial Foraging Based Optimization Design of Fuzzy PID Controllers….Pages 841-849
An Analytical Adaptive Single-Neuron Compensation Control Law for Nonlinear Process….Pages 850-857
Energy-Saving Control System of Beam-Pumping Unit Based on Radial Basic Function Network….Pages 858-865
ANN Combined-Inversion Control for the Excitation System of Generator….Pages 866-873
Learning Action Models with Quantified Conditional Effects for Software Requirement Specification….Pages 874-881
A New Method to Determine Evidence Discounting Coefficient….Pages 882-887
Feedback Information Expression and Fusion Method for Human-Robot Interaction….Pages 888-895
Multi-parameter Differential Pressure Flowmeter Nonlinear Calibration Based on SVM….Pages 896-903
Optimization Algorithm for Scalar Multiplication in the Elliptic Curve Cryptography over Prime Field….Pages 904-911
A Vague Sets Based Hierarchical Synthetic Evaluation Algorithm for Health Condition Assessment….Pages 912-920
Application of Fuzzy Classification in Bankruptcy Prediction….Pages 921-928
Financial Time Series Analysis of SV Model by Hybrid Monte Carlo….Pages 929-936
The Predicted Model of International Roughness Index for Drainage Asphalt Pavement….Pages 937-945
New Results on Criteria for Choosing Delay in Strange Attractor Reconstruction….Pages 946-953
Application of Data Mining in the Financial Data Forecasting….Pages 954-961
Integration of Named Entity Information for Chinese Word Segmentation Based on Maximum Entropy….Pages 962-969
Evaluating and Comparing Biomedical Term Identification Systems….Pages 970-977
Tracking and Visualizing the Changes of Mandarin Emotional Expression….Pages 978-984
Exploiting Attribute-Wise Distribution of Keywords and Category Dependent Attributes for E-Catalog Classification….Pages 985-992
Learning MultiLinguistic Knowledge for Opinion Analysis….Pages 993-1000
An Indexing Matrix Based Retrieval Model….Pages 1001-1008
Real-Time Intelligent End-Diastolic and End-Systolic Image Retrieval from Left Ventricular Angiograms Using Probability Density Propagation and Data Fusion….Pages 1009-1016
Textile Recognition Using Tchebichef Moments of Co-occurrence Matrices….Pages 1017-1024
Generic Summarization Using Non-negative Semantic Variable….Pages 1025-1031
An Image Indexing and Searching System Based Both on Keyword and Content….Pages 1032-1039
Use of Artificial Neural Networks in Near-Infrared Spectroscopy Calibrations for Predicting Glucose Concentration in Urine….Pages 1040-1046
A Rotation Angle Calculation Method about Bearing Images Based on Edge Image Correlations….Pages 1047-1055
Image Restoration Using Piecewise Iterative Curve Fitting and Texture Synthesis….Pages 1056-1063
A Real-Time NURBS Interpolator with Feed Rate Adjustment….Pages 1064-1071
A Genetic Algorithm for Automatic Packing in Rapid Prototyping Processes….Pages 1072-1077
Research of CT / MRI Tumor Image Registration Based on Least Square Support Vector Machines….Pages 1078-1086
A Novel Format-Compliant Video Encryption Scheme for H.264/AVC Stream Based on Residual Block Scrambling….Pages 1087-1094
A Prototype of Multimedia Metadata Management System for Supporting the Integration of Heterogeneous Sources….Pages 1095-1102
Study of Image Splicing Detection….Pages 1103-1110
Research on Real-Time Sequential Decision of Texas Star Assembly….Pages 1111-1117
A New Variable-Step LMS Algorithm Based on the Convergence Ratio of Mean-Square Error(MSE)….Pages 1118-1123
Saliency-Based Image Quality Assessment Criterion….Pages 1124-1133
Crowd Segmentation from a Static Camera….Pages 1134-1140
A Geometric Active Contours Model for Multiple Objects Segmentation….Pages 1141-1148
A Mutation-Particle Swarm Algorithm for Error-Bounded Polygonal Approximation of Digital Curves….Pages 1149-1155
Dimensionality Estimation for Self-Organizing Map by Using Spectral Clustering….Pages 1156-1163
Micromanipulation Using a Microassembly Workstation with Vision and Force Sensing….Pages 1164-1172
HK Segmentation of 3D Micro-structures Reconstructed from Focus….Pages 1173-1180
Robust Face Tracking Using Bilateral Filtering….Pages 1181-1189
Fuzzy Neural Network-Based Sliding Mode Control for Non-spinning Warhead with Moving Mass Actuators….Pages 1190-1197
A Novel Multi-robot Coordination Method Based on Reinforcement Learning….Pages 1198-1205
An Algorithm of Coverage Control for Wireless Sensor Networks in 3D Underwater Surveillance Systems….Pages 1206-1213
An Embedded SoC System IP to Trace Object and Distance….Pages 1214-1221
RSS Based Localization Scheme Using Angle-Referred Calibration in Wireless Sensor Networks….Pages 1222-1233
A General Framework for Adaptive Filtering in Wireless Sensor Networks Based on Fuzzy Logic….Pages 1234-1241
Stability Analysis of AQM Algorithm Based on Generalized Predictive Control….Pages 1242-1249
Real-Time Communications on IEC 61850 Process Bus Based Distributed Sampled Measured Values Applications in Merging Unit….Pages 1250-1257
Reconstruction Algorithms with Images Inferred by Self-organizing Maps….Pages 1258-1267
Back Matter….Pages –
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