Ebook: Neural Information Processing: 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006. Proceedings, Part III

The three volume set LNCS 4232, LNCS 4233, and LNCS 4234 constitutes the refereed proceedings of the 13th International Conference on Neural Information Processing, ICONIP 2006, held in Hong Kong, China in October 2006.

The 386 revised full papers presented were carefully reviewed and selected from 1175 submissions. The 126 papers of the first volume are organized in topical sections on neurobiological modeling and analysis, cognitive processing, mathematical modeling and analysis, learning algorithms, support vector machines, self-organizing maps, as well as independent component analysis and blind source separation. The second volume contains 128 contributions related to pattern classification, face analysis and processing, image processing, signal processing, computer vision, data pre-processing, forecasting and prediction, as well as neurodynamic and particle swarm optimization. The third volume offers 131 papers that deal with bioinformatics and biomedical applications, information security, data and text processing, financial applications, manufacturing systems, control and robotics, evolutionary algorithms and systems, fuzzy systems, and hardware implementations.<

The three volume set LNCS 4232, LNCS 4233, and LNCS 4234 constitutes the refereed proceedings of the 13th International Conference on Neural Information Processing, ICONIP 2006, held in Hong Kong, China in October 2006.

The 386 revised full papers presented were carefully reviewed and selected from 1175 submissions. The 126 papers of the first volume are organized in topical sections on neurobiological modeling and analysis, cognitive processing, mathematical modeling and analysis, learning algorithms, support vector machines, self-organizing maps, as well as independent component analysis and blind source separation. The second volume contains 128 contributions related to pattern classification, face analysis and processing, image processing, signal processing, computer vision, data pre-processing, forecasting and prediction, as well as neurodynamic and particle swarm optimization. The third volume offers 131 papers that deal with bioinformatics and biomedical applications, information security, data and text processing, financial applications, manufacturing systems, control and robotics, evolutionary algorithms and systems, fuzzy systems, and hardware implementations.<
Content:
Front Matter....Pages -
DRFE: Dynamic Recursive Feature Elimination for Gene Identification Based on Random Forest....Pages 1-10
Gene Feature Extraction Using T-Test Statistics and Kernel Partial Least Squares....Pages 11-20
An Empirical Analysis of Under-Sampling Techniques to Balance a Protein Structural Class Dataset....Pages 21-29
Prediction of Protein Interaction with Neural Network-Based Feature Association Rule Mining....Pages 30-39
Prediction of Protein Secondary Structure Using Nonlinear Method....Pages 40-47
Clustering Analysis for Bacillus Genus Using Fourier Transform and Self-Organizing Map....Pages 48-57
Recurrence Quantification Analysis of EEG Predicts Responses to Incision During Anesthesia....Pages 58-65
Wavelet Spectral Entropy for Indication of Epileptic Seizure in Extracranial EEG....Pages 66-73
The Study of Classification of Motor Imaginaries Based on Kurtosis of EEG....Pages 74-81
Automatic Detection of Critical Epochs in coma-EEG Using Independent Component Analysis and Higher Order Statistics....Pages 82-91
Sparse Bump Sonification: A New Tool for Multichannel EEG Diagnosis of Mental Disorders; Application to the Detection of the Early Stage of Alzheimer’s Disease....Pages 92-101
Effect of Diffusion Weighting and Number of Sensitizing Directions on Fiber Tracking in DTI....Pages 102-109
3-D Reconstruction of Blood Vessels Skeleton Based on Neural Network....Pages 110-117
Design of a Fuzzy Takagi-Sugeno Controller to Vary the Joint Knee Angle of Paraplegic Patients....Pages 118-126
Characterization of Breast Abnormality Patterns in Digital Mammograms Using Auto-associator Neural Network....Pages 127-136
Evolving Hierarchical RBF Neural Networks for Breast Cancer Detection....Pages 137-144
Ovarian Cancer Prognosis by Hemostasis and Complementary Learning....Pages 145-154
Multi-class Cancer Classification with OVR-Support Vector Machines Selected by Na?ve Bayes Classifier....Pages 155-164
Breast Cancer Diagnosis Using Neural-Based Linear Fusion Strategies....Pages 165-175
A Quantitative Diagnostic Method Based on Bayesian Networks in Traditional Chinese Medicine....Pages 176-183
High-Order Markov Kernels for Network Intrusion Detection....Pages 184-191
Improved Realtime Intrusion Detection System....Pages 192-200
A Distributed Neural Network Learning Algorithm for Network Intrusion Detection System....Pages 201-208
A DGC-Based Data Classification Method Used for Abnormal Network Intrusion Detection....Pages 209-216
Intrusion Alert Analysis Based on PCA and the LVQ Neural Network....Pages 217-224
A Novel Color Image Watermarking Method Based on Genetic Algorithm and Neural Networks....Pages 225-233
Color Image Watermarking Algorithm Using BPN Neural Networks....Pages 234-242
A Novel Blind Digital Watermark Algorithm Based on Neural Network and Chaotic Map....Pages 243-250
Stimulus Related Data Analysis by Structured Neural Networks....Pages 251-259
Scalable Dynamic Self-Organising Maps for Mining Massive Textual Data....Pages 260-267
Maximum-Minimum Similarity Training for Text Extraction....Pages 268-277
Visualization of Depending Patterns in Metabonomics....Pages 278-284
A RBF Network for Chinese Text Classification Based on Concept Feature Extraction....Pages 285-294
Ontology Learning from Text: A Soft Computing Paradigm....Pages 295-301
Text Categorization Based on Artificial Neural Networks....Pages 302-311
Knowledge as Basis Broker — The Research of Matching Customers Problems and Professionals M?tiers....Pages 312-321
A Numerical Simulation Study of Structural Damage Based on RBF Neural Network....Pages 322-330
Word Frequency Effect and Word Similarity Effect in Korean Lexical Decision Task and Their Computational Model....Pages 331-340
Content-Based 3D Graphic Information Retrieval....Pages 341-349
Performance Improvement in Collaborative Recommendation Using Multi-Layer Perceptron....Pages 350-359
NN-OPT: Neural Network for Option Pricing Using Multinomial Tree....Pages 360-369
A Brain-Inspired Cerebellar Associative Memory Approach to Option Pricing and Arbitrage Trading....Pages 370-379
A Reliability-Based RBF Network Ensemble Model for Foreign Exchange Rates Predication....Pages 380-389
Combining Time-Scale Feature Extractions with SVMs for Stock Index Forecasting....Pages 390-399
Extensions of ICA for Causality Discovery in the Hong Kong Stock Market....Pages 400-409
Pricing Options in Hong Kong Market Based on Neural Networks....Pages 410-419
Global Optimization of Support Vector Machines Using Genetic Algorithms for Bankruptcy Prediction....Pages 420-429
Neural Networks, Fuzzy Inference Systems and Adaptive-Neuro Fuzzy Inference Systems for Financial Decision Making....Pages 430-439
Online Forecasting of Stock Market Movement Direction Using the Improved Incremental Algorithm....Pages 440-449
Pretests for Genetic-Programming Evolved Trading Programs: “zero-intelligence” Strategies and Lottery Trading....Pages 450-460
Currency Options Volatility Forecasting with Shift-Invariant Wavelet Transform and Neural Networks....Pages 461-468
Trend-Weighted Fuzzy Time-Series Model for TAIEX Forecasting....Pages 469-477
Intelligence-Based Model to Timing Problem of Resources Exploration in the Behavior of Firm....Pages 478-487
Application of ICA in On-Line Verification of the Phase Difference of the Current Sensor....Pages 488-497
Neural Networks Based Automated Test Oracle for Software Testing....Pages 498-507
Tool Wear Condition Monitoring in Drilling Processes Using Fuzzy Logic....Pages 508-517
Fault Diagnosis in Nonlinear Circuit Based on Volterra Series and Recurrent Neural Network....Pages 518-525
Manufacturing Yield Improvement by Clustering....Pages 526-534
Gear Crack Detection Using Kernel Function Approximation....Pages 535-544
The Design of Data-Link Equipment Redundant Strategy....Pages 545-552
Minimizing Makespan on Identical Parallel Machines Using Neural Networks....Pages 553-562
Ensemble of Competitive Associative Nets for Stable Learning Performance in Temperature Control of RCA Cleaning Solutions....Pages 563-571
Predication of Properties of Welding Joints Based on Uniform Designed Neural Network....Pages 572-580
Applying an Intelligent Neural System to Predicting Lot Output Time in a Semiconductor Fabrication Factory....Pages 581-588
Multi-degree Prosthetic Hand Control Using a New BP Neural Network....Pages 589-595
Neural-Network-Based Sliding Mode Control for Missile Electro-Hydraulic Servo Mechanism....Pages 596-604
Turbulence Encountered Landing Control Using Hybrid Intelligent System....Pages 605-615
An AND-OR Fuzzy Neural Network Ship Controller Design....Pages 616-625
RBF ANN Nonlinear Prediction Model Based Adaptive PID Control of Switched Reluctance Motor Drive....Pages 626-635
Hierarchical Multiple Models Neural Network Decoupling Controller for a Nonlinear System....Pages 636-644
Sensorless Control of Switched Reluctance Motor Based on ANFIS....Pages 645-653
Hybrid Intelligent PID Control for MIMO System....Pages 654-663
Reliable Robust Controller Design for Nonlinear State-Delayed Systems Based on Neural Networks....Pages 664-673
Neural Network Applications in Advanced Aircraft Flight Control System, a Hybrid System, a Flight Test Demonstration....Pages 674-683
Vague Neural Network Based Reinforcement Learning Control System for Inverted Pendulum....Pages 684-691
Neural-Network Inverse Dynamic Online Learning Control on Physical Exoskeleton....Pages 692-701
Fuzzy Adaptive Particle Filter Algorithm for Mobile Robot Fault Diagnosis....Pages 702-710
Tracking Control of a Mobile Robot with Kinematic Uncertainty Using Neural Networks....Pages 711-720
Movement Control of a Mobile Manipulator Based on Cost Optimization....Pages 721-730
Synthesis of Desired Binary Cellular Automata Through the Genetic Algorithm....Pages 731-737
On Properties of Genetic Operators from a Network Analytical Viewpoint....Pages 738-745
SDMOGA: A New Multi-objective Genetic Algorithm Based on Objective Space Divided....Pages 746-753
Hamming Sphere Solution Space Based Genetic Multi-user Detection....Pages 754-762
UEAS: A Novel United Evolutionary Algorithm Scheme....Pages 763-771
Implicit Elitism in Genetic Search....Pages 772-780
The Improved Initialization Method of Genetic Algorithm for Solving the Optimization Problem....Pages 781-788
Optimized Fuzzy Decision Tree Using Genetic Algorithm....Pages 789-796
A Genetic-Inspired Multicast Routing Optimization Algorithm with Bandwidth and End-to-End Delay Constraints....Pages 797-806
Integration of Genetic Algorithm and Cultural Algorithms for Constrained Optimization....Pages 807-816
Neuro-genetic Approach for Solving Constrained Nonlinear Optimization Problems....Pages 817-825
An Improved Primal-Dual Genetic Algorithm for Optimization in Dynamic Environments....Pages 826-835
Multiobjective Optimization Design of a Hybrid Actuator with Genetic Algorithm....Pages 836-844
Human Hierarchical Behavior Based Mobile Agent Control in ISpace with Distributed Network Sensors....Pages 845-855
Evolvable Viral Agent Modeling and Exploration....Pages 856-865
Mobile Robot Control Using Fuzzy-Neural-Network for Learning Human Behavior....Pages 866-873
EFuNN Ensembles Construction Using a Clustering Method and a Coevolutionary Multi-objective Genetic Algorithm....Pages 874-883
Language Learning for the Autonomous Mental Development of Conversational Agents....Pages 884-891
A Multi-objective Evolutionary Algorithm for Multi-UAV Cooperative Reconnaissance Problem....Pages 892-899
Global and Local Contrast Enhancement for Image by Genetic Algorithm and Wavelet Neural Network....Pages 900-909
A Novel Constrained Genetic Algorithm for the Optimization of Active Bar Placement and Feedback Gains in Intelligent Truss Structures....Pages 910-919
A Double-Stage Genetic Optimization Algorithm for Portfolio Selection....Pages 920-927
Image Reconstruction Using Genetic Algorithm in Electrical Impedance Tomography....Pages 928-937
Mitigating Deception in Genetic Search Through Suitable Coding....Pages 938-945
The Hybrid Genetic Algorithm for Blind Signal Separation....Pages 946-953
Genetic Algorithm for Satellite Customer Assignment....Pages 954-963
A Look-Ahead Fuzzy Back Propagation Network for Lot Output Time Series Prediction in a Wafer Fab....Pages 964-973
Extraction of Fuzzy Features for Detecting Brain Activation from Functional MR Time-Series....Pages 974-982
An Advanced Design Methodology of Fuzzy Set-Based Polynomial Neural Networks with the Aid of Symbolic Gene Type Genetic Algorithms and Information Granulation....Pages 983-992
A Hybrid Self-learning Approach for Generating Fuzzy Inference Systems....Pages 993-1001
A Fuzzy Clustering Algorithm for Symbolic Interval Data Based on a Single Adaptive Euclidean Distance....Pages 1002-1011
Approximation Accuracy of Table Look-Up Scheme for Fuzzy-Neural Networks with Bell Membership Function....Pages 1012-1021
Prototype-Based Threshold Rules....Pages 1022-1027
A Fuzzy LMS Neural Network Method for Evaluation of Importance of Indices in MADM....Pages 1028-1037
Fuzzy RBF Neural Network Model for Multiple Attribute Decision Making....Pages 1038-1045
A Study on Decision Model of Bottleneck Capacity Expansion with Fuzzy Demand....Pages 1046-1054
Workpiece Recognition by the Combination of Multiple Simplified Fuzzy ARTMAP....Pages 1055-1062
Stability of Periodic Solution in Fuzzy BAM Neural Networks with Finite Distributed Delays....Pages 1063-1069
Design Methodology of Optimized IG_gHSOFPNN and Its Application to pH Neutralization Process....Pages 1070-1078
Neuro-fuzzy Modeling and Fuzzy Rule Extraction Applied to Conflict Management....Pages 1079-1086
Hardware Implementation of a Wavelet Neural Network Using FPGAs....Pages 1087-1094
Neural Network Implementation in Hardware Using FPGAs....Pages 1095-1104
FPGA Discrete Wavelet Transform Encoder/Decoder Implementation....Pages 1105-1112
Randomized Algorithm in Embedded Crypto Module....Pages 1113-1121
Hardware Implementation of an Analog Neural Nonderivative Optimizer....Pages 1122-1130
Synchronization Via Multiplex Spike-Trains in Digital Pulse Coupled Networks....Pages 1131-1140
A Bit-Stream Pulse-Based Digital Neuron Model for Neural Networks....Pages 1141-1149
From Hopfield Nets to Pulsed Neural Networks....Pages 1150-1159
A Digital Hardware Architecture of Self-Organizing Relationship (SOR) Network....Pages 1160-1167
Towards Hardware Acceleration of Neuroevolution for Multimedia Processing Applications on Mobile Devices....Pages 1168-1177
Neurocomputing for Minimizing Energy Consumption of Real-Time Operating System in the System-on-a-Chip....Pages 1178-1188
A Novel Multiplier for Achieving the Programmability of Cellular Neural Network....Pages 1189-1198
Neural Network-Based Scalable Fast Intra Prediction Algorithm in H.264 Encoder....Pages 1199-1205
Back Matter....Pages 1206-1215
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