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Advances in Neural Networks - ISNN 2008: 5th International Composium on Neural Networks, ISNN 2008, Beijing, China, September 24-28, 2008, Proceedings, Part II 2008 ed. [Pehme köide]

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  • Formaat: Paperback / softback, 846 pages, kõrgus x laius: 235x155 mm, XXXI, 846 p., 1 Paperback / softback
  • Sari: Theoretical Computer Science and General Issues 5264
  • Ilmumisaeg: 08-Sep-2008
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3540877339
  • ISBN-13: 9783540877332
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  • Formaat: Paperback / softback, 846 pages, kõrgus x laius: 235x155 mm, XXXI, 846 p., 1 Paperback / softback
  • Sari: Theoretical Computer Science and General Issues 5264
  • Ilmumisaeg: 08-Sep-2008
  • Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3540877339
  • ISBN-13: 9783540877332
The two volume set LNCS 5263/5264 constitutes the refereed proceedings of the 5th International Symposium on Neural Networks, ISNN 2008, held in Beijing, China in September 2008.The 192 revised papers presented were carefully reviewed and selected from a total of 522 submissions. The papers are organized in topical sections on computational neuroscience; cognitive science; mathematical modeling of neural systems; stability and nonlinear analysis; feedforward and fuzzy neural networks; probabilistic methods; supervised learning; unsupervised learning; support vector machine and kernel methods; hybrid optimisation algorithms; machine learning and data mining; intelligent control and robotics; pattern recognition; audio image processinc and computer vision; fault diagnosis; applications and implementations; applications of neural networks in electronic engineering; cellular neural networks and advanced control with neural networks; nature inspired  methods of high-dimensional discrete data analysis; pattern recognition and information processing using neural networks.
Machine Learning and Data Mining
Rough Set Combine BP Neural Network in Next Day Load Curve Forecasting
1(10)
Chun-Xiang Li
Dong-Xiao Niu
Li-Min Meng
Improved Fuzzy Clustering Method Based on Entropy Coefficient and Its Application
11(10)
Li Liu
Jianzhong Zhou
Xueli An
Yinghai Li
Qiang Liu
An Algorithm of Constrained Spatial Association Rules Based on Binary
21(9)
Gang Fang
Zukuan Wei
Qian Yin
Sequential Proximity-Based Clustering for Telecommunication Network Alarm Correlation
30(10)
Yan Liu
Jing Zhang
Xin Meng
John Strassner
A Fast Parallel Association Rules Mining Algorithm Based on FP-Forest
40(10)
Jian Hu
Xiang Yang-Li
Improved Algorithm for Image Processing in TCON of TFT-LCD
50(7)
Feng Ran
Lian-zhou Wang
Mei-hua Xu
Clustering Using Normalized Path-Based Metric
57(10)
Jundi Ding
Runing Ma
Songcan Chen
Jingyu Yang
Association Rule Mining Based on the Semantic Categories of Tourism Information
67(7)
Yipeng Zhou
Junping Du
Guangping Zeng
Xuyan Tu
The Quality Monitoring Technology in the Process of the Pulping Papermaking Alkaline Steam Boiling Based on Neural Network
74(7)
Jianjun Su
Yanmei Meng
Chaolin Chen
Funing Lu
Sijie Yan
A New Self-adjusting Immune Genetic Algorithm
81(10)
Shaojie Qiao
Changjie Tang
Shucheng Dai
Mingfang Zhu
Binglun Zheng
Calculation of Latent Semantic Weight Based on Fuzzy Membership
91(9)
Jingtao Sun
Qiuyu Zhang
Zhanting Yuan
Wenhan Huang
Xiaowen Yan
Jianshe Dong
Research on Spatial Clustering Acetabuliform Model and Algorithm Based on Mathematical Morphology
100(10)
Lichao Chen
Lihu Pan
Yingjun Zhang
Intelligent Control and Robotics
Partner Selection and Evaluation in Virtual Research Center Based on Trapezoidal Fuzzy AHP
110(9)
Zhimeng Luo
Jianzhong Zhou
Qingqing Li
Li Liu
Li Yang
A Nonlinear Hierarchical Multiple Models Neural Network Decoupling Controller
119(9)
Xin Wang
Hui Yang
Shaoyuan Li
Wenxin Liu
Li Liu
David A. Cartes
Adaptive Dynamic Programming for a Class of Nonlinear Control Systems with General Separable Performance Index
128(10)
Qinglai Wei
Derong Liu
Huaguang Zhang
A General Fuzzified CMAC Controller with Eligibility
138(10)
Zhipeng Shen
Ning Zhang
Chen Guo
Case-Based Decision Making Model for Supervisory Control of Ore Roasting Process
148(10)
Jinliang Ding
Changxin Liu
Ming Wen
Tianyou Chai
An Affective Model Applied in Playmate Robot for Children
158(7)
Jun Yu
Lun Xie
Zhiliang Wang
Yongxiang Xia
The Application of Full Adaptive RBF NN to SMC Design of Missile Autopilot
165(6)
Jinyong Yu
Chuanjin Cheng
Shixing Wang
Multi-Objective Optimal Trajectory Planning of Space Robot Using Particle Swarm Optimization
171(9)
Panfeng Huang
Gang Liu
Jianping Yuan
Yangsheng Xu
The Direct Neural Control Applied to the Position Control in Hydraulic Servo System
180(10)
Yuan Kang
Yi-Wei Chen
Yeon-Pun Chang
Ming-Huei Chu
An Application of Wavelet Networks in the Carrying Robot Walking
190(10)
Xiuxia Yang
Yi Zhang
Changjun Xia
Zhiyong Yang
Wenjin Gu
TOPN Based Temporal Performance Evaluation Method of Neural Network Based Robot Controller
200(10)
Hua Xu
Peifa Jia
A Fuzzy Timed Object-Oriented Petri Net for Multi-Agent Systems
210(10)
Hua Xu
Peifa Jia
Fuzzy Reasoning Approach for Conceptual Design
220(7)
Hailin Feng
Chenxi Shao
Yi Xu
Extension Robust Control of a Three-Level Converter for High-Speed Railway Tractions
227(10)
Kuei-Hsiang Chao
Pattern Recognition
Blind Image Watermark Analysis Using Feature Fusion and Neural Network Classifier
237(6)
Wei Lu
Wei Sun
Hongtao Lu
Gene Expression Data Classification Using Independent Variable Group Analysis
243(10)
Chunhou Zheng
Lei Zhang
Bo Li
Min Xu
The Average Radius of Attraction Basin of Hopfield Neural Networks
253(6)
Fan Zhang
Xinhong Zhang
A Fuzzy Cluster Algorithm Based on Mutative Scale Chaos Optimization
259(9)
Chaoshun Li
Jianzhong Zhou
Qingqing Li
Xiuqiao Xiang
A Sparse Sampling Method for Classification Based on Likelihood Factor
268(8)
Linge Ding
Fuchun Sun
Hongqiao Wang
Ning Chen
Estimation of Nitrogen Removal Effect in Groundwater Using Artificial Neural Network
276(8)
Jinlong Zuo
Sequential Fuzzy Diagnosis for Condition Monitoring of Rolling Bearing Based on Neural Network
284(10)
Huaqing Wang
Peng Chen
Evolving Neural Network Using Genetic Simulated Annealing Algorithms for Multi-spectral Image Classification
294(10)
Xiaoyang Fu
Chen Guo
Detecting Moving Targets in Ground Clutter Using RBF Neural Network
304(9)
Jian Lao
Bo Ning
Xinchun Zhang
Jianye Zhao
Application of Wavelet Neural Networks on Vibration Fault Diagnosis for Wind Turbine Gearbox
313(8)
Qian Huang
Dongxiang Jiang
Liangyou Hong
Yongshan Ding
Dynamical Pattern Classification of Lorenz System and Chen System
321(10)
Hao Cheng
Cong Wang
Research of Spam Filtering System Based on LSA and SHA
331(10)
Jingtao Sun
Qiuyu Zhang
Zhanting Yuan
Wenhan Huang
Xiaowen Yan
Jianshe Dong
Voice Translator Based on Associative Memories
341(10)
Roberto A. Vazquez
Humberto Sossa
Audio, Image Processing and Computer Vision
Denoising Natural Images Using Sparse Coding Algorithm Based on the Kurtosis Measurement
351(8)
Li Shang
Fengwen Cao
Jie Chen
A New Denoising Approach for Sound Signals Based on Non-negative Sparse Coding of Power Spectra
359(8)
Li Shang
Fengwen Cao
Jinfeng Zhang
Building Extraction Using Fast Graph Search
367(9)
Dong-Min Woo
Dong-Chul Park
Seung-Soo Han
Quoc-Dat Nguyen
Image Denoising Using Three Scales of Wavelet Coefficients
376(8)
Guangyi Chen
Wei-Ping Zhu
Image Denoising Using Neighbouring Contourlet Coefficients
384(8)
Guangyi Chen
Wei-Ping Zhu
Robust Watermark Algorithm Based on the Wavelet Moment Modulation and Neural Network Detection
392(10)
Dianhong Wang
Dongming Li
Jun Yan
Manifold Training Technique to Reconstruct High Dynamic Range Image
402(8)
Cheng-Yuan Liou
Wei-Chen Cheng
Face Hallucination Based on CSGT and PCA
410(9)
Xiaoling Wang
Ju Liu
Jianping Qiao
Jinyu Chu
Yujun Li
Complex Effects Simulation Based Large Particles System on GPU
419(10)
Xingquan Cai
Jinhong Li
Zhitong Su
A Selective Attention Computational Model for Perceiving Textures
429(10)
Woobeom Lee
Classifications of Liver Diseases from Medical Digital Images
439(10)
Lequan Min
Yongan Ye
Shubiao Gao
A Global Contour-Grouping Algorithm Based on Spectral Clustering
449(8)
Hui Yin
Siwei Luo
Yaping Huang
Emotion Recognition in Chinese Natural Speech by Combining Prosody and Voice Quality Features
457(8)
Shiqing Zhang
Fault Diagnosis
On-Line Diagnosis of Faulty Insulators Based on Improved ART2 Neural Network
465(8)
Hailong Zhang
Weimin Guan
Genzhi Guan
Diagnosis Method for Gear Equipment by Sequential Fuzzy Neural Network
473(10)
Xiong Zhou
Huaqing Wang
Peng Chen
Jingwei Song
Study of Punch Die Condition Discrimination Based on Wavelet Packet and Genetic Neural Network
483(9)
Zhigao Luo
Xiang Wang
Ju Li
Binbin Fan
Xiaodong Guo
Data Reconstruction Based on Factor Analysis
492(6)
Zhong-Gai Zhao
Fei Liu
Synthetic Fault Diagnosis Method of Power Transformer Based on Rough Set Theory and Bayesian Network
498(8)
Yongqiang Wang
Fangcheng Lu
Heming Li
Fuzzy Information Fusion Algorithm of Fault Diagnosis Based on Similarity Measure of Evidence
506(10)
Chenglin Wen
Yingchang Wang
Xiaobin Xu
Other Applications and Implementations
NN-Based Near Real Time Load Prediction for Optimal Generation Control
516(10)
Dingguo Chen
A Fuzzy Neural-Network-Driven Weighting System for Electric Shovel
526(7)
Yingkui Gu
Luheng Wu
Shuyun Tang
Neural-Network-Based Maintenance Decision Model for Diesel Engine
533(9)
Yingkui Gu
Juanjuan Liu
Shuyun Tang
Design of Intelligent PID Controller Based on Adaptive Genetic Algorithm and Implementation of FPGA
542(10)
Liguo Qu
Yourui Huang
Liuyi Ling
Fragile Watermarking Schemes for Tamperproof Web Pages
552(8)
Xiangyang Liu
Hongtao Lu
Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network
560(10)
Shan He
Cheng Hu
Guo-jie Song
Kun-qing Xie
Yi-zhou Sun
Fuzzy Expert System to Estimate Ignition Timing for Hydrogen Car
570(10)
Tien Ho
Vishy Karri
Circuitry Analog and Synchronization of Hyperchaotic Neuron Model
580(8)
Shukai Duan
Lidan Wang
A Genetic-Neural Method of Optimizing Cut-Off Grade and Grade of Crude Ore
588(10)
Yong He
Sixin Xu
Kejun Zhu
Ting Liu
Yue Li
A SPN-Based Delay Analysis of LEO Satellite Networks
598(9)
Zhiguo Hong
Yongbin Wang
Minyong Shi
Research on the Factors of the Urban System Influenced Post-development of the Olympics' Venues
607(8)
Changzheng Liu
Qian Ding
Yao Sun
A Stock Portfolio Selection Method through Fuzzy Delphi
615(9)
Mehdi Fasanghari
Gholam Ali Montazer
A Prediction Algorithm Based on Time Series Analysis
624(8)
JianPing Qiu
Lichao Chen
Yingjun Zhang
Applications of Neural Networks in Electronic Engineering
An Estimating Traffic Scheme Based on Adaline
632(10)
Fengjun Shang
SVM Model Based on Particle Swarm Optimization for Short-Term Load Forecasting
642(8)
Yongli Wang
Dongxiao Niu
Weijun Wang
A New BSS Method of Single-Channel Mixture Signal Based on ISBF and Wavelet
650(8)
Xiefeng Cheng
Yewei Tao
Yufeng Guo
Xuejun Zhang
A Novel Pixel-Level and Feature-Level Combined Multisensor Image Fusion Scheme
658(8)
Min Li
Gang Li
Wei Cai
Xiao-yan Li
Combining Multi Wavelet and Multi NN for Power Systems Load Forecasting
666(8)
Zhigang Liu
Qi Wang
Yajun Zhang
An Adaptive Algorithm Finding Multiple Roots of Polynomials
674(8)
Wei Zhu
Zhe-zhao Zeng
Dong-mei Lin
Cellular Neural Networks and Advanced Control with Neural Networks
Robust Designs for Directed Edge Overstriking CNNs with Applications
682(10)
Yongnei Su
Lequan Min
Xinjian Zhuo
Application of Local Activity Theory of Cellular Neural Network to the Chen's System
692(10)
Danling Wang
Lequan Min
Yu Ji
Application of PID Controller Based on BP Neural Network Using Automatic Differentiation Method
702(10)
Weiwei Yang
Yong Zhao
Li Yan
Xiaoqian Chen
Neuro-Identifier-Based Tracking Control of Uncertain Chaotic System
712(8)
Wen Tan
Fuchun Sun
Yaonan Wang
Shaowu Zhou
Robust Stability of Switched Recurrent Neural Networks with Discrete and Distributed Delays under Uncertainty
720(10)
Shiping Wen
Zhigang Zeng
Lingfa Zeng
Nature Inspired Methods of High-dimensional Discrete Data Analysis
WHFPMiner: Efficient Mining of Weighted Highly-Correlated Frequent Patterns Based on Weighted FP-Tree Approach
730(10)
Runian Geng
Xiangjun Dong
Jing Zhao
Wenbo Xu
Towards a Categorical Matching Method to Process High-Dimensional Emergency Knowledge Structures
740(8)
Qingquan Wang
Lili Rong
Kai Yu
Identification and Extraction of Evoked Potentials Based on Borel Spectral Measure for Less Trial Mixtures
748(9)
Daifeng Zha
A Two-Step Blind Extraction Algorithm of Underdetermined Speech Mixtures
757(7)
Ming Xiao
Fuquan Wang
Jianping Xiong
A Semi-blind Complex ICA Algorithm for Extracting a Desired Signal Based on Kurtosis Maximization
764(8)
Jun-Yu Chen
Qiu-Hua Lin
Fast and Efficient Algorithms for Nonnegative Tucker Decomposition
772(11)
Anh Huy Phan
Andrzej Cichocki
Pattern Recognition and Information Processing Using Neural Networks
Neural Network Research Progress and Applications in Forecast
783(11)
Shifei Ding
Weikuan Jia
Chunyang Su
Liwen Zhang
Zhongzhi Shi
Adaptive Image Segmentation Using Modified Pulse Coupled Neural Network
794(7)
Wei Cai
Gang Li
Min Li
Xiaoyan Li
Speech Emotion Recognition System Based on BP Neural Network in Matlab Environment
801(8)
Guobao Zhang
Qinghua Song
Shumin Fei
Broken Rotor Bars Fault Detection in Induction Motors Using Park's Vector Modulus and FWNN Approach
809(13)
Qianjin Guo
Xiaoli Li
Haibin Yu
Wei Hu
Jingtao Hu
Coal and Gas Outburst Prediction Combining a Neural Network with the Dempster-Shafter Evidence
822(8)
Yanzi Miao
Jianwei Zhang
Houxiang Zhang
Xiaoping Ma
Zhongxiang Zhao
Using the Tandem Approach for AF Classification in an AVSR System
830(11)
Tian Gan
Wolfgang Menzel
Jianwei Zhang
Author Index 841