Advances in Neural Networks-isnn 2006

by Wang, Jun; Yi, Zhang; Zurada, Jacek M.; Lu, Bao-liang; Yin, Hujun

• ISBN13: 9783540344827
• ISBN10: 3540344829
• Format: Paperback
• Copyright: 2006-06-15
• Publisher: Springer-Verlag New York Inc

Summary

The three volume set LNCS 3971/3972/3973 constitutes the refereed proceedings of the Third International Symposium on Neural Networks, ISNN 2006, held in Chengdu, China in May/June 2006.The 616 revised papers presented were carefully reviewed and selected from about 2.500 submissions. The papers are organized in topical sections on neurobiological analysis, theoretical analysis, neurodynamic optimization, learning algorithms, model design, kernel methods, ICA and BSS, data preprocessing, pattern classification, computer vision, image processing, signal processing, system modeling, control systems, robotic systems, power systems, transportation systems, communication networks, information security, fault detection, financial analysis, neuroinformatics, bioinformatics, biomedical applications, industrial applications, other applications, and hardware implementation.

Table of Contents

Transportation Systems
Traffic Volume Forecasting Based on Wavelet Transform and Neural Networks
Shuyan Chen, Wei Wang	1	(7)
Prediction of Railway Passenger Traffic Volume by means of LS-SVM
Zhen-Rui Peng, Fu Wu, Zhao-Yuan Jiang	8	(7)
Traffic Flow Modeling of Urban Expressway Using Artificial Neural Networks
Guo-Jiang Shen	15	(8)
Radial Basis Function Network for Traffic Scene Classification in Single Image Mode
Qiao Huang, Jianming Hu, Jingyan Song, Tianliang Gao	23	(10)
A New Method for Traffic Signs Classification Using Probabilistic Neural Networks
Hang Zhang, Dayong Luo	33	(7)
Detection for Triangle Traffic Sign Based on Neural Network
Shuang-dong Zhu, Yi Zhang, Xiao-feng Lu	40	(6)
Vanishing Point and Gabor Feature Based Multi-resolution On-Road Vehicle Detection
Hong Cheng, Nanning Zheng, Chong Sun, Huub van de Wetering	46	(6)
Recognition of Road Signs with Mixture of Neural Networks and Arbitration Modules
Boguslaw Cyganek	52	(6)
Vehicle Classification in Wireless Sensor Networks Based on Rough Neural Network
Qi Huang, Tao Xing, Hai Tao Liu	58	(8)
Neural Network Approach to Identify Model of Vehicles
Hyo Jong Lee	66	(7)
An Intelligent Vehicle Security System Based on Modeling Human Driving Behaviors
Xiaoning Meng, Yongsheng Ou, Ka Keung Lee, Yangsheng Xu	73	(9)
Adaptive Neural Network Control of Helicopters
Shuzhi Sam Ge, Keng-Peng Tee	82	(6)
Communication Networks
Modified Hopfield Neural Network for CDMA Multiuser Detection
Xiangdong Xuexia Wang, Zhilu Wu, Xuemai Gu	88	(6)
Blind Multiuser Detection Based on Kernel Approximation
Tao Yang, Bo Hu	94	(8)
A Novel Blind Multiuser Detection Model over Flat Fast Fading Channels
Hongbo Tian, Qinye Yin, Ke Deng	102	(6)
Robust Multiuser Detection Method Based on Neural-net Preprocessing in Impulsive Noise Environment
Ying Guo, Tianshuang Qiu	108	(6)
Channel Equalization Using Complex Extreme Learning Machine with RBF Kernels
Ming-Bin Li, Guang-Bin Huang, Paramasivan, Saratchandran, Narasimhan Sundararajan	114	(6)
Nonlinear Channel Equalization Using Concurrent Support Vector Machine Processor
Jae Woo Wee, Tae Seon Kim, Sung Soo Dong, Chong Ho Lee	120	(8)
Recursive Complex Extreme Learning Machine with Widely Linear Processing for Nonlinear Channel Equalizer
Junseok Lim, Jaejin Jeon, Sangwook Lee	128	(7)
A Study on the Detection Algorithm of QPSK Signal Using TDNN
Sun-Kuk Noh, Jae-Young Pyun	135	(9)
The BP Network for Carrier Frequency Offset Estimation in OFDM-Based WLANs
Feng Zhu, Yafeng Hu, Saiyi Wang, Peng Wei	144	(6)
The LD-CELP Gain Filter Based on BP Neural Network
Gang Zhang, Kerning Xie, Zhefeng Zhao, Chunyu Xue	150	(6)
A Neural Network Based Application Layer Multicast Routing Protocol
Peng Chung, Qiong-Hai Dai, Qiu-Feng Wu	156	(9)
A Neural Network Decision-Making Mechanism for Robust Video Transmission over 3G Wireless Network
Jianwei Wen, Qionghai Dai, Yihui Jin	165	(6)
A Multilevel Quantifying Spread Spectrum PN Sequence Based on Chaos of Cellular Neural Network
Yaqin Zhao, Nan Zhao, Zhilu Wu, Guanghui Ren	171	(7)
An Experimental Hyper-Chaos Spread Spectrum Communication System Based on CNN
Jianye Zhao, Quansheng Ren, Daoheng Yu	178	(6)
A Resource Allocating Neural Network Based Approach for Detecting End-to-End Network Performance Anomaly
Wenwei Li, Dafang Zhang, Jinmin Yang, Gaogang Xie, Lei Wang	184	(6)
Recurrent Neural Network Inference of Internal Delays in Nonstationary Data Network
Feng Qian, Guang-min Hu, Xing-miao Yao, Le-min Li	190	(6)
Multiscale BiLinear Recurrent Neural Networks and Their Application to the Long-Term Prediction of Network Traffic
Dong-Chul Park, Chung Nguyen Tran, Yunsik Lee	196	(6)
Bandwidth Prediction and Congestion Control for ABR Traffic Based on Neural Networks
Zhixin Liu, Xinping Guan, Huihua Wu	202	(6)
Information Security
Application of Neural Networks in Network Control and Information Security
Ángel Grediaga, Francisco Ibarra, Federico Garcia, Bernardo Ledesma, Francisco Brotóns	208	(6)
Enhancing the Transmission Security of Content-Based Hidden Biometric Data
Muhammad Khurram Khan, Jiashu Zhang	214	(10)
Building Lightweight Intrusion Detection System Based on Random Forest
Dong Seong Kim, Sang Min Lee, Jong Sou Park	224	(7)
Intrusion Detection Based on Fuzzy Neural Networks
Ji-yao An, Guangxue Yue, Fei Yu, Ren-fa Li	231	(9)
Intrusion Detection Using PCASOM Neural Networks
Guisong Liu, Zhang Yi	240	(6)
A Mutated Intrusion Detection System Using Principal Component Analysis and Time: Delay Neural Network
Byoung-Doo Kang, Jae-Won Lee, Jong-Ho Kim, O-Hwa, Kwon, Chi- Young Seong, Se-Myung Park, Sang-Kyoon Kim	246	(9)
A Novel Intrusion Detection Model Based on Multi-layer Self-Organizing Maps and Principal Component Analysis
Jie Bai, Yu Wu, Guoyin Wang, Simon X. Yang, Wenbin Qiu	255	(6)
A Modified RBF Neural Network for Network Anomaly Detection
Xiaotao Wei, Houkuan Huang, Shengfeng Tian	261	(6)
Anti-worm Immunization of Web System Based on Normal Model and BP Neural Network
Tao Gong, Zixing Cai	267	(6)
Data Hiding in Neural Network Prediction Errors
Guanyjic Liu, Jinwei Wang, Shiguo Lien, Yuewei Dai, Zhiquan Wang	273	(6)
The Minimum Detectable Capacity of Digital Image Information Hiding
Fan Zhang, Ruixin Liu, Xinhong Zhang	279	(6)
Robust Digital Image Watermarking Algorithm Using BPN Neural Networks
Cheny-Ri Piao, Wei-zhong Fan, Dong-Min Woo, Seung-Soo Han	285	(8)
A Novel Watermarking Method with Image Signature
Xiao-Li Niu, Ju Liu, Jian-De Sun, Jian-Ping Qiao	293	(6)
Robust Halftone Image Watermarking Scheme Based on Neural Networks
Xiang-yang Wang, Jun Wu	299	(7)
A Blind Source Separation Based Multi-bit Digital Audio Watermarking Scheme
Xiaohong Ma, Xiaoyan Ding, Chong Wang, Fuliang Yin	306	(6)
A 2DPCA-Based Video Watermarking Scheme for Resistance to Temporal Desynchronization
Jiande Sun, Ju Liu, Hua Yan	312	(6)
A Fast Decryption Algorithm for BSS-Based Image Encryption
Qiu-Hua Lin, Fu-Liang Yin, Hua-Lou Liang	318	(8)
A Novel Cryptographic Scheme Based on Wavelet Neural Networks
Guo Chen, Feng Tan, Degang Yang	326	(6)
Combining RBF Neural Network and Chaotic Map to Construct Hash Function
Pengcheng Wei, Wei Zhang, Huagian Yang, Jun Chen	332	(8)
Multiple-Point Bit Mutation Method of Detector Generation for SNSD Model
Ying Tan	340	(6)
An Erotic Image Recognition Algorithm Based on Trunk Model and SVM Classification
Qindong Sun, Xinbo Huang, Xiaohong Guan, Peng Gao	346	(6)
Fault Detection
Sensor Validation Using Nonlinear Minor Component Analysis
Roger Xu, Guangfan Zhang, Xiaodong Zhang, Leonard Haynes, Chiman Kwan, Kenneth Semega	352	(6)
Fault Diagnosis with Enhanced Neural Network Modelling
Ding-Li Yu, Thoon-Khin Chang	358	(6)
Fault Detection and Diagnosis Using Neural Network Design
Kok Kiong Tan, Sunan Huang, Tong Heng Lee	364	(6)
Certainty Improvement in Diagnosis of Multiple Faults by Using Versatile Membership Functions for Fuzzy Neural Networks
Yuan Kang, Chun-Chieh Wang, Yeon-Pun Chang, Chien-Ching Hsueh, Ming-Chang Chang	370	(6)
Fault Detection of Reactive Ion Etching Using Time Series Neural Networks
Kyung-Han Ryu, Song-Jae Lee, Jaehyun Park, Dong-Chul Park, Sang J. Hong	376	(6)
Intelligent Diagnostics for Sound Reproduction System by the Use of PEAQ
Byung Duo Jun, Nakjin Choi, Hyun-Woo Ko, KoengMo Sung	382	(8)
Active Learning of Support Vector Machine for Fault Diagnosis of Bearings
Zhousuo Zhang, Wenzhi Lv, Minghui Shen	390	(6)
Growing Structure Multiple Model System Based Anomaly Detection for Crankshaft Monitoring
Jianbo Liu, Pu Sun, Dragan Djurdjanovic, Kenneth Marko, Jun Ni	396	(10)
Fault Diagnosis for Induction Machines Using Kernel Principal Component Analysis
Jang-Hwan Park, Dae-Jong Lee, Myung-Geun Chun	406	(8)
Application of RBF and SOFM Neural Networks on Vibration Fault Diagnosis for Aero-engines
Kai Li, Dongxiang Jiang, Kai Xiong, Yongshan Ding	414	(6)
Predictive Fault Detection and Diagnosis of Nuclear Power Plant Using the Two-Step Neural Network Models
Hyeon Bae, Seung-Pyo Chun, Sungshin Kim	420	(6)
Kernel PCA Based Faults Diagnosis for Wastewater Treatment System
Byong-Hee Jun, Jang-Hwan Park, Sang-Ill Lee, Myung-Geun Chun	426	(6)
Financial Analysis
On the Symbolic Analysis of Market Indicators with the Dynamic Programming Approach
Lukáš Pichl, Takuya Yamano, Taisei Kaizoji	432	(10)
Neural Network Method to Predict Stock Price Movement Based on Stock Information Entropy
Xun Liang	442	(10)
Stock Time Series Forecasting Using Support Vector Machines Employing Analyst Recommendations
Zhi-yong Zhang, Chuan Shi, Su-lan Zhang, Zhong-zhi Shi	452	(6)
Stock Index Prediction Based on the Analytical Center of Version Space
Fanzi Zeng, Yonghua Zhang	458	(6)
Comparison of Forecasting Performance of AR, STAR and ANN Models on the Chinese Stock Market Index
Qi-an Chen, Chuan-Dong Li	464	(7)
Index Prediction of KOSPI 200 Based on Data Models and Knowledge Rules for Qualitative and Quantitative Approach
Hyeon Bae, Sungshin Kim, Joing-Il Bae	471	(6)
Modular Neural Network Rule Extraction Technique in Application to Country Stock Cooperate Governance Structure
Dang-Yong Du, Hai-Lin Lan, Wei-Xin Ling	477	(8)
A Hybrid Support Vector Machines and Discrete Wavelet Transform Model in Futures Price Forecasting
Fan-yong Liu, Min Fan	485	(6)
A Novel Learning Network for Option Pricing with Confidence Interval Information
Kyu-Hwan Jung, Hyun-Chul Kim, Jaewook Lee	491	(7)
An Adaptive BP Algorithm with Optimal Learning Rates and Directional Error Correction for Foreign Exchange Market Trend Prediction
Lean Yu, Shouyang Wang, Kin Keung Lai	498	(6)
Recurrent Self-Organising Maps and Local Support Vector Machine Models for Exchange Rate Prediction
He Ni, Hujun Yin	504	(8)
Selection of the Appropriate Lag Structure of Foreign Exchange Rates Forecasting Based on Autocorrelation Coefficient
Wei Huang, Shouyang Wang, Hui Zhang, Renbin Xiao	512	(6)
Exchange Rate Forecasting Using Flexible Neural Trees
Yuehui Chen, Lizhi Peng, Ajith Abraham	518	(6)
Local Volatility Function Approximation Using Reconstructed Radial Basis Function Networks
Bo-Hyun Kim, Daewon Lee, Jaewook Lee	524	(7)
Neuroinformatics
Visualization of Dynamic Brain Activities Based on the Single-Trial MEG and EEG Data Analysis
Jianting Cao, Liangyu Zhao, Andrzej Cichocki	531	(10)
Multichannel Classification of Single EEG Trials with Independent Component Analysis
Dik Kin Wong, Marcos Perreau Guimaraes, E. Timothy Uy, Logan Grosenick, Patrick Suppes	541	(7)
Application of SVM Framework for Classification of Single Trial EEG
Xiang Liao, Yu Yin, Chaoyi Li, Dezhong Yao	548	(6)
Normal and Hypoxia EEG Recognition Based on a Chaotic Olfactory Model
Meng Hu, Jiaojie Li, Guang Li, Xiaowei Tang, Walter J. Freeman	554	(6)
Nonlinear Dynamics of EEG Signal Based on Coupled Network Lattice Model
Minfen Shen, Guoliang Chang, Shuwang Wang, Patch J. Beadle	560	(6)
ICA-Based EEG Spatio-temporal Dipole Source Localization: A Model Study
Ling Zou, Shan-An Zhu, Bin He	566	(7)
Networking Property During Epileptic Seizure with Multi-channel EEG Recordings
Huihua Wu, Xiaoli Li, Xinping Guan	573	(6)
Time-Frequency Analysis of EEG Based on Event Related Cognitive Task
Xiao-Tong Wen, Xiao-Jie Zhao, Li Yao	579	(7)
Adaptable Noise Reduction of ECG Signals for Feature Extraction
Hyun Dong Kim, Chul Hong Min, Tae Seon Kim	586	(6)
Mining the Independent Source of ERP Components with ICA Decomposition
Jjia-Cai Zhang, Xiao-Jie Zhao, Yi-Jun Liu, Li Yao	592	(8)
Multiple Signal Classification Based on Chaos Optimization Algorithm for MEG Sources Localization
Jie-Ming Ma, Bin Wang, Yang Cao, Li-Ming Zhang	600	(6)
Automatic Segmentation of Putamen from Brain MRI
Yihui Liu, Bai Li, Dave Elliman, Paul Simon Morgan, Dorothee Auer	606	(8)
A Neural Network Model for the Estimation of Time-to-Collision
Ling Wang, Hongjin Sun, Dezhong Yao	614	(6)
Classification of Movement-Related Potentials for Brain-Computer Interface: A Reinforcement Training Approach
Zongtan Zhou, Yang Liu, Dewen Hu	620	(9)
Bioinformatics
Two-Class SVM Trees (2-SVMT) for Biomarker Data Analysis
Shaoning Pang, Ilkka Havukkala, Nikola Kasabov	629	(6)
Interpreting Gene Profiles from Biomedical Literature Mining with Self Organizing Maps
Shi Yu, Steven Van Vooren, Bert Coessens, Bart De Moor	635	(7)
Mining Protein Interaction from Biomedical Literature with Relation Kernel Method
Jae-Hong Eom, Byoung Tak Zhang	642	(6)
A Study of Particle Swarm Optimization in Gene Regulatory Networks Inference
Rui Xu, Ganesh Venayagamoorthy, Donald C. Wunsch II	648	(6)
Support Vector Machine Approach for Retained Introns Prediction Using Sequence Features
Huiyu Xia, Jianning Bi, Yanda Li	654	(6)
Prediction of Protein-Protein Interface Residues Using Sequence Neighborhood and Surface Properties
Yasir Arafat, Joarder Kamruzzaman, Gour Karmakar	660	(7)
Prediction of Protein Subcellular Multi-locations with a Min-Max Modular Support Vector Machine
Yang Yang, Bao-Liang Lu	667	(7)
Prediction of Protein Domains from Sequence Information Using Support Vector Machines
Shuxue Zou, Yanxin Huang, Yan Wang, Chunguang Zhou	674	(8)
Using a Neural Networking Method to Predict the Protein Phosphorylation Sites with Specific Kinase
Kunpeng Zhang, Yun Xu, Yifei Shen, Guoliang Chen	682	(8)
Neural Feature Association Rule Mining for Protein Interaction Prediction
Jae-Hong Eom	690	(6)
Prediction of Contact Maps Using Modified Transiently Chaotic Neural Network
Guixia Liu, Yuanxian Zhu, Wengang Zhou, Chunguang Zhou, Rongxing Wang	696	(6)
Identification of Cell-Cycle Phases Using Neural Network and Steerable Filter Features
Xiaodong Yang, Hougiang Li, Xiaobo Zhou, Stephen T.C. Wong	702	(8)
Prediction of the Human Papillomavirus Risk Types Using Gap-Spectrum Kernels
Sun Kim, Jae-Hong Eom	710	(6)
Extreme Learning Machine for Predicting HLA-Peptide Binding
Stephanus Daniel Handoko, Kwoh Chee Keong, Ong Yew Soon, Luang Lan Zhang, Vladimir Brusic	716	(6)
Identifying Transcription Factor Binding Sites Based on a Neural Network
Zhiming Dai, Xianhua Dai, Jiang Wang	722	(6)
TSFSOM: Transmembrane Segments Prediction by Fuzzy Self-Organizing Map
Yong Deng	728	(6)
Biomedical Applications
Analysis of Multifibre Renal Sympathetic Nerve Recordings
Dong Li, Yingxiong Jin, Zhuo Yang, Tao Zhang	734	(6)
A New Color Blindness Cure Model Based on BP Neural Network
Yu Ma, Xiao-Dong Gu, Yuan-Yuan Wang	740	(6)
Design of RBF Network Based on Fuzzy Clustering Method for Modeling of Respiratory System
Kouji Maeda, Shunshoku Kanae, Zi-Jiang Yang, Kiyoshi Wada	746	(8)
Recognition of Fatty Liver Using Hybrid Neural Network
Jiangli Lin, XianHua Shen, Tianfu Wang, Deyu Li, Yan Luo, Ling Wang	754	(6)
A Novel Fast Fuzzy Neural Network Backpropagation Algorithm for Colon Cancer Cell Image Discrimination
Ephram Nwoye, Li C. Khor, Satnam S. Dlay, Wai L. Woo	760	(10)
Poultry Skin Tumor Detection in Hyperspectral Images Using Radial Basis Probabilistic Neural Network
Intaek Kim, Chengzhe Xu, Moon S. Kim	770	(7)
Combination of Network Construction and Cluster Analysis and Its Application to Traditional Chinese Medicine
Mingfeng Wang, Zhi Geng, Miqu Wang, Feng Chen, Weijun Ding, Ming Liu	777	(9)
Differentiation of Syndromes with SVM
Zhanquan Sun, Guangcheng Xi, Jianqiang Yi	786	(6)
Neural Network Based Posture Control of a Human Arm Model in the Sagittal Plane
Shan Liu, Yongji Wang, Jian Huang	792	(7)
Industrial Applications
Neural Network Models for Transforming Consumer Perception into Product Form Design
Chung-Hsing Yeh, Yang-Cheng Lin	799	(6)
2D Pattern Design of Upper Outer from 3D Specification Based on Neural Networks
Dongyun Wang, Yulin Xu	805	(10)
Design of a Broadband Microwave Amplifier Using Neural Performance Data Sheets and Very Fast Simulated Reannealing
Yavuz Cengiz, Hüseyin Göksu, Filiz Günes	815	(6)
An Intelligent System for the Heatsink Design
Yao-Wen Hsueh, Hsin-Chung Lien, Ming-Hsien Hsueh	821	(7)
Learning Shape for Jet Engine Novelty Detection
David A. Clifton, Peter R. Bannister, Lionel Tarassenko	828	(8)
Support Vector Machine in Novelty Detection for Multi-channel Combustion Data
Lei A. Clifton, Hujun Yin, Yang Zhang	836	(8)
A Levinson Predictor Based Compensatory Fuzzy Neural Network and Its Application in Crude Oil Distillation Process Modeling
Yongfeng He, Quanyi Fan	844	(8)
Laminar Cooling Process Model Development Using RBF Networks
Minghao Tan, Xuejun Zong, Heng Yue, Jinxiang Pian, Tianyou Chai	852	(6)
Hybrid Intelligent Control Strategy of the Laminar Cooling Process
Minghao Tan, Shujiang Li, Tianyou Chai	858	(6)
Application of Adaptable Neural Networks for Rolling Force Set-Up in Optimization of Rolling Schedules
Jingming Yang, Haijun Che, Yajie Xu, Fuping Dou	864	(6)
Multiple Neural Network Modeling Method for Carbon and Temperature Estimation in Basic Oxygen Furnace
Xin Wang, Zhong-Jie Wang, Jun Tao	870	(6)
Air-Fuel-Ratio Optimal Control of a Gas Heating Furnace Based on Fuzzy Neural Networks
Heng Cao, Ding Du, Yunhua Peng, Yuhai Yin	876	(9)
An Evolutionary Hybrid Model for the Prediction of Flow Stress of Steel
Ai-ling Chen, Gen-ke Yang, Zhi-ming Wu	885	(6)
Meta-Learning Evolutionary Artificial Neural Network for Selecting Flexible Manufacturing Systems
Arijit Bhattacharya, Ajith Abraham, Crina Grosan, Pandian Vasant, Sangyong Han	891	(7)
A Multi-Criteria Decision Making Procedure Based on Neural Networks for Kanban Allocation
Özlem, Uzun Araz, Özgür Eski, Ceyhun Araz	898	(8)
On-Line Measurement of Production Plan Track Based on Extension Matter-Element Theory
Zhi-Lin Sheng, Song-Zheng Zhao, Xin-Zheng Qi, Chen-Xi Wang	906	(8)
Modeling and Optimization of High-Technology Manufacturing Productivity
Sheng Xu, Hui-Fang Zhao, Zhao-Hua Sun, Xiao-Hua Bao	914	(7)
Scheduling of Re-entrant Lines with Neuro-Dynamic Programming I3ased on a New Evaluating Criterion
Ying Wang, Huiyu Jin, Shunzhi Zhu, Maoqing Li	921	(6)
A Constraint Satisfaction Adaptive Neural Network with Dynamic Model for Job-Shop Scheduling Problem
Li-Ning Xing, Ying-Wu Chen, Xue-Shi Shen	927	(6)
Neural Network Based Industrial Processes Monitoring
Luis P. Sánchez-Fernández, Cornelio Yáñez-Márquez, Oleksiy Pogrebnyak	933	(6)
A New Method for Process Monitoring Based on Mixture Probabilistic Principal Component Analysis Models
Zhong-Gai Zhao, Fei Liu	939	(6)
On-Line Nonlinear Process Monitoring Using Kernel Principal Component Analysis and Neural Network
Zhong-Gai Zhao, Fei Liu	945	(6)
On-Line Batch Process Monitoring Using Multiway Kernel Independent Component Analysis
Fei Liu, Zhong-Gai Zhao	951	(6)
Tool Wear Monitoring Using FNN with Compact Support Gaussian Function
Hongli Gao, Mingheng Xu, Jun Li, Chunjun Chen	957	(7)
Intelligent Classification of Cutting Tool Wear States
Pan Fu, Anthony D. Hope	964	(6)
Neural Networks-Based In-Process Surface Roughness Adaptive Control System in Turning Operations
Julie Z. Zhang, Joseph C. Chen	970	(6)
Modeling of Micro Spring Tension Force for Vertical Type Probe Card Fabrication
Chul Hong Min, Tae Seon Kim	976	(6)
Identification of Crack Location and Depth in Rotating Machinery Based on Artificial Neural Network
Tao Yu, Qing-Kai Han, Zhao-Ye Qin, Bang-Chun Wen	982	(9)
Natural Color Recognition Using Fuzzification and a Neural Network for Industrial Applications
Yountae Kim, Hyeon Bae, Sungshin Kim, Kwang-Baek Kim, Hoon Kang	991	(6)
Design of a High Precision Temperature Measurement System
Kenan Danisman, Ilker Dalkiran, Fatih, V. Celebi	997	(8)
Integrating Computational Fluid Dynamics and Neural Networks to Predict Temperature Distribution of the Semiconductor Chip with Multi-heat Sources
Yean-Der Kuan, Yao-Wen Hsueh, Hsin-Chung Lien, Wen-Ping Chen	1005	(9)
Modeling and Characterization of Plasma Processes Using Modular Neural Network
Seung Soo Han, Dong Sun Seo, Sang Jeen Hong	1014	(6)
Prediction of Plasma Enhanced Deposition Process Using GA-Optimized GRNN
Byungwhan Kim, Dukwoo Lee, Seung Soo Han	1020	(8)
Prediction of Radio Frequency Impedance Matching in Plasma Equipment Using Neural Network
Byungwhan Kim, Donghwan Kim, Seung Soo Han	1028	(8)
Recognition of Plasma-Induced X-Ray Photoelectron Spectroscopy Fault Pattern Using Wavelet and Neural Network
Byungwhan Kim, Sooyoun Kim, Sang Jeen Hong	1036	(7)
Polynomial Neural Network Modeling of Reactive Ion Etching Process Using GMDH Method
Seung-Soo Han, Sang Jeen Hong	1043	(10)
Wafer Yield Estimation Using Support Vector Machines
Lei-Ting Chen, David Lin, Dan Muuniz, Chia-Jiu Wang	1053	(6)
Dynamic Soft-Sensing Model by Combining Diagonal Recurrent Neural Network with Levinson Predictor
Hui Geng, Zhihua Xiong, Shuai Mao, Yongmao Xu	1059	(6)
Thermal Properties Reduced Models by ANN in Process Simulation
Xia Yang, Rongshan Bi, Yugang Li, Shiging Zheng	1065	(6)
Nonlinear Identification of a PEM Fuel Cell Humidifier Using Wavelet Networks
Xian-Rui Deng	1071	(7)
Application of RBF Neural Networks Based on a New Hybrid Optimization Algorithm in Flotation Process
Yong Zhang, Jie-Sheng Wang	1078	(7)
Estimation of Some Crucial Variables in Erythromycin Fermentation Process Based on ANN Left-Inversion
Xianzhong Dai, Wancheng Wang, Yuhan Ding	1085	(6)
The Control of Membrane Thickness in PECVD Process Utilizing a Rule Extraction Technique of Neural Networks
Ming Chang, Jen-Cheng Chen, Jia-Sheng Heh	1091	(8)
PCA-Based Neural Network Modeling Using the Photoluminescence Data for Growth Rate of ZnO Thin Films Fabricated by Pulsed Laser Deposition
Jung Hwan Lee, Young-Don Ko, Min-Chang Jeong, Jae-Min Myoung, Ilgu Yun	1099	(6)
Wood Defects Classification Using a SOM/FFP Approach with Minimum Dimension Feature Vector
Mario I. Chacon, Graciela Ramirez Alonso	1105	(6)
A Kernel Based Multi-resolution Time Series Analysis for Screening Deficiencies in Paper Production
Marcus Ejnarsson, Carl Magnus Nilsson, Antanas Verikas	1111	(6)
Using Directed Acyclic Graph Support Vector Machines with Tabu Search for Classifying Faulty Product Types
Ping-Feng Pai, Yu-Ying Huang	1117	(9)
Product Quality Prediction with Support Vector Machines
Xinggao Liu	1126	(6)
Hierarchical Neural Network Based Product Quality Prediction of Industrial Ethylene Pyrolysis Process
Qiang Zhou, Zhihua Xiong, Jie Zhang, Yongmao Xu	1132	(6)
A Sub-stage Moving Window GRNN Quality Prediction Method for Injection Molding Processes
Xiao-Ping Guo, Fu-Li Wang, Ming-Xing Jia	1138	(6)
Joint, Time-Frequency and Kernel Principal Component Based SOM for Maclinie Maintenance
Qianjin Guo, Haibin Yu, Yiyong Nie, Aidong Xu	1144	(11)
Other Applications
Automatic Recognition and Evaluation of Natural Language Commands
Maciej Majewski, Wojciech Kacalak	1155	(6)
Natural Language Human-Machine Interface Using Artificial Neural Networks
Maciej Majewski, Wojciech Kacalak	1161	(6)
Implementing a Chinese Character Browser Using a Topography-Preserving Map
James S. Kirk	1167	(6)
A Soft Computing Method of Economic Contribution Rate of Education: A Case of China
Hai-xiang Guo, Ke-jun Zhu, Jin-ling Li, Yam-min Xing	1173	(8)
Improving Population Estimation with Neural Network Models
Zaiyong Tang, Caroline W. Leung, Kallol Bagchi	1181	(6)
Application of Fuzzy Neural Network for Real Estate Prediction
Jian-Guo Liu, Xiao-Li Zhang, Wei-Ping Wu	1187	(5)
Local Neural Networks of Space-Time Predicting Modeling for Lattice Data in GIS
Haiqi Wang, Jinfeng Wang, Xuhua Liu	1192	(10)
Modeling Meteorological Prediction Using Particle Swarm Optimization and Neural Network Ensemble
Jiansheng Wu, Long Jim, Mingzhe Liu	1202	(8)
A Fast Cloud Detection Approach by Integration of Image Segmentation and Support Vector Machine
Ho Han, Lishan Kang, Huazhu Song	1210	(6)
Application of Support Vector Machines to Vapor Detection and Classification for Environmental Monitoring of Spacecraft
Tao Qian, Xiaokun Li, Bulent Ayhan, Roger Xu, Chinzan Kwan, Tim Griffin	1216	(7)
Artificial Neural Network Methodology for Three-Dimensional Seismic Parameters Attenuation Analysis
Ben-yu Liu, Liao-yuan Ye, Mei-ling Xiao, Sheng Miao, Jing-yu Su	1223	(8)
Estimation of the Future Earthquake Situation by Using Neural Networks Ensemble
Tian-Yu Liu, Guo-Zheng Li, Yue Liu, Geng-Feng Wu, Wei Wang	1231	(6)
Air Expert System Based on BP Neural Networks for Pre-splitting Blasting Design
Xiaohong Li, Xinfei Wang, Yongkang Dong, Qiang Ge, Li Qian	1237	(5)
Surface Reconstruction Based on Radial Basis Functions Network
Han-bo Liu, Xin Wang, Xiao-jun Wu, Wen-yi Qiang	1242	(6)
Determination of Gas and Water Volume Fraction in Oil Water Gas Pipe Flow Using Neural Networks Based on Dual Modality Densitometry
Chunguo Jing, Guangzhong Xing, Bin Liu, Qiuguo Bai	1248	(6)
Application of Neural Network in Metal Loss Evaluation for Gas Conducting Pipelines
Wei Zhang, Jing-Tao Guo, Song-Ling Huang	1254	(7)
Soft Sensor Using PNN Model and Rule Base for Wastewater Treatment Plant
Yejin Kim, Hyeon Bae, Kyungmin Poo, Jongrack Kim, Taesup Moon, Sungshin Kim, Changwon Kim	1261	(9)
Knowledge Acquisition Based on Neural Networks for Performance Evaluation of Sugarcane Harvester
Fang-Lan Ma, Shang-Ping Li, Yu-Lin He, Shi Liang, Shan-Shan Hu	1270	(7)
Application of Artificial Neural Network in Countercurrent Spray Saturator
Yixing Li, Yuzhang Wang, Shilie Weng, Yonghong Wang	1277	(6)
Wavelet Neural Networks Approach for Dynamic Measuring Error Decomposition
Yan Shen, Bing Guo	1283	(7)
Maneuvering Target Tracking Based on Unscented Particle Filter Aided by Neutral Network
Feng Xue, Zhong Liu, Zhang-Song Shi	1290	(6)
Application of Principal Component-Artificial Neural Networks in Near Infrared Spectroscopy Quantitative Analysis
Hai-Yan Ji, Zhen-Hong Rao	1296	(8)
Application of Neural Networks for Integrated Circuit Modeling
Xi Chen, Gao-Feng Wang, Wei Zhou, Qing-Lin Zhang, Jiang-Feng Xu	1304	(9)
Power Estimation of CMOS Circuits by Neural Network Macromodel
Wei Qiang, Yang Cao, Yuan-yuan Yan, Xun Gao	1313	(6)
Hardware Implementation
An Efficient Hardware Architecture for a Neural Network Activation Function Generator
Daniel Larkin, Andrew Kinane, Valentin Muresan, Noel O'Connor	1319	(9)
A Design and Implementation of Reconfigurable Architecture for Neural Networks Based on Systolic Arrays
Qin Wang, Ang Li, Zhancai Li, Yong Wan	1328	(6)
Hardware In-the-Loop Training of Analogue Neural Network Chip
Liang Zhang, Joaquin Sitte	1334	(6)
Implementation of a Neural Network Processor Based on RISC Architecture for Various Signal Processing Applications
Dong-Sun Kim, Hyun-Sik Kim, Duck-Jin Chung	1340	(10)
Fully-Pipelining Hardware Implementation of Neural Network for Text-Based Images Retrieval
Don.qwuk Kyoung, Keechul Jung	1350	(7)
FPGA Implementation of a Neural Network for Character Recognition
Farrukh A. Khan, Momin Uppal, Wang-Cheol Song, Min-Jae Kang, Anwar M. Mirza	1357	(9)
A Silicon Synapse Based on a Charge Transfer Device for Spiking Neural Network Application
Yajie Chen, Steve Hall, Liam McDaid, Octavian Buiu, Peter Kelly	1366	(8)
Effect of Steady and Relaxation Oscillations in Brillouin-Active Fiber Structural Sensor Based Neural Network in Smart Structures
Yong-Kab Kim, Soonja Lim, ChangKug Kim	1374	(6)
A Novel All-Optical Neural Network Based on Coupled Ring Lasers
Ying Chen, Qi-guang Zhu, Zhi-quan Li	1380	(7)
Author Index	1387