Neural Information Processing: 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006. Proceedings, Part III [part 3, 1 ed.] 9783540464846, 3540464840

Table of contents :
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 Naïve 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 Métiers....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
H  ∞  Neural Networks Control for Uncertain Nonlinear Switched Impulsive Systems....Pages 664-673
Reliable Robust Controller Design for Nonlinear State-Delayed Systems Based on Neural Networks....Pages 674-683
Neural Network Applications in Advanced Aircraft Flight Control System, a Hybrid System, a Flight Test Demonstration....Pages 684-691
Vague Neural Network Based Reinforcement Learning Control System for Inverted Pendulum....Pages 692-701
Neural-Network Inverse Dynamic Online Learning Control on Physical Exoskeleton....Pages 702-710
Fuzzy Adaptive Particle Filter Algorithm for Mobile Robot Fault Diagnosis....Pages 711-720
Tracking Control of a Mobile Robot with Kinematic Uncertainty Using Neural Networks....Pages 721-730
Movement Control of a Mobile Manipulator Based on Cost Optimization....Pages 731-737
Synthesis of Desired Binary Cellular Automata Through the Genetic Algorithm....Pages 738-745
On Properties of Genetic Operators from a Network Analytical Viewpoint....Pages 746-753
SDMOGA: A New Multi-objective Genetic Algorithm Based on Objective Space Divided....Pages 754-762
Hamming Sphere Solution Space Based Genetic Multi-user Detection....Pages 763-771
UEAS: A Novel United Evolutionary Algorithm Scheme....Pages 772-780
Implicit Elitism in Genetic Search....Pages 781-788
The Improved Initialization Method of Genetic Algorithm for Solving the Optimization Problem....Pages 789-796
Optimized Fuzzy Decision Tree Using Genetic Algorithm....Pages 797-806
A Genetic-Inspired Multicast Routing Optimization Algorithm with Bandwidth and End-to-End Delay Constraints....Pages 807-816
Integration of Genetic Algorithm and Cultural Algorithms for Constrained Optimization....Pages 817-825
Neuro-genetic Approach for Solving Constrained Nonlinear Optimization Problems....Pages 826-835
An Improved Primal-Dual Genetic Algorithm for Optimization in Dynamic Environments....Pages 836-844
Multiobjective Optimization Design of a Hybrid Actuator with Genetic Algorithm....Pages 845-855
Human Hierarchical Behavior Based Mobile Agent Control in ISpace with Distributed Network Sensors....Pages 856-865
Evolvable Viral Agent Modeling and Exploration....Pages 866-873
Mobile Robot Control Using Fuzzy-Neural-Network for Learning Human Behavior....Pages 874-883
EFuNN Ensembles Construction Using a Clustering Method and a Coevolutionary Multi-objective Genetic Algorithm....Pages 884-891
Language Learning for the Autonomous Mental Development of Conversational Agents....Pages 892-899
A Multi-objective Evolutionary Algorithm for Multi-UAV Cooperative Reconnaissance Problem....Pages 900-909
Global and Local Contrast Enhancement for Image by Genetic Algorithm and Wavelet Neural Network....Pages 910-919
A Novel Constrained Genetic Algorithm for the Optimization of Active Bar Placement and Feedback Gains in Intelligent Truss Structures....Pages 920-927
A Double-Stage Genetic Optimization Algorithm for Portfolio Selection....Pages 928-937
Image Reconstruction Using Genetic Algorithm in Electrical Impedance Tomography....Pages 938-945
Mitigating Deception in Genetic Search Through Suitable Coding....Pages 946-953
The Hybrid Genetic Algorithm for Blind Signal Separation....Pages 954-963
Genetic Algorithm for Satellite Customer Assignment....Pages 964-973
A Look-Ahead Fuzzy Back Propagation Network for Lot Output Time Series Prediction in a Wafer Fab....Pages 974-982
Extraction of Fuzzy Features for Detecting Brain Activation from Functional MR Time-Series....Pages 983-992
An Advanced Design Methodology of Fuzzy Set-Based Polynomial Neural Networks with the Aid of Symbolic Gene Type Genetic Algorithms and Information Granulation....Pages 993-1001
A Hybrid Self-learning Approach for Generating Fuzzy Inference Systems....Pages 1002-1011
A Fuzzy Clustering Algorithm for Symbolic Interval Data Based on a Single Adaptive Euclidean Distance....Pages 1012-1021
Approximation Accuracy of Table Look-Up Scheme for Fuzzy-Neural Networks with Bell Membership Function....Pages 1022-1027
Prototype-Based Threshold Rules....Pages 1028-1037
A Fuzzy LMS Neural Network Method for Evaluation of Importance of Indices in MADM....Pages 1038-1045
Fuzzy RBF Neural Network Model for Multiple Attribute Decision Making....Pages 1046-1054
A Study on Decision Model of Bottleneck Capacity Expansion with Fuzzy Demand....Pages 1055-1062
Workpiece Recognition by the Combination of Multiple Simplified Fuzzy ARTMAP....Pages 1063-1069
Stability of Periodic Solution in Fuzzy BAM Neural Networks with Finite Distributed Delays....Pages 1070-1078
Design Methodology of Optimized IG_gHSOFPNN and Its Application to pH Neutralization Process....Pages 1079-1086
Neuro-fuzzy Modeling and Fuzzy Rule Extraction Applied to Conflict Management....Pages 1087-1094
Hardware Implementation of a Wavelet Neural Network Using FPGAs....Pages 1095-1104
Neural Network Implementation in Hardware Using FPGAs....Pages 1105-1112
FPGA Discrete Wavelet Transform Encoder/Decoder Implementation....Pages 1113-1121
Randomized Algorithm in Embedded Crypto Module....Pages 1122-1130
Hardware Implementation of an Analog Neural Nonderivative Optimizer....Pages 1131-1140
Synchronization Via Multiplex Spike-Trains in Digital Pulse Coupled Networks....Pages 1141-1149
A Bit-Stream Pulse-Based Digital Neuron Model for Neural Networks....Pages 1150-1159
From Hopfield Nets to Pulsed Neural Networks....Pages 1160-1167
A Digital Hardware Architecture of Self-Organizing Relationship (SOR) Network....Pages 1168-1177
Towards Hardware Acceleration of Neuroevolution for Multimedia Processing Applications on Mobile Devices....Pages 1178-1188
Neurocomputing for Minimizing Energy Consumption of Real-Time Operating System in the System-on-a-Chip....Pages 1189-1198
A Novel Multiplier for Achieving the Programmability of Cellular Neural Network....Pages 1199-1205
Neural Network-Based Scalable Fast Intra Prediction Algorithm in H.264 Encoder....Pages 1206-1215
Back Matter....Pages -