| Description |
1 online resource |
| Series |
Lecture notes in computer science ; 5264 |
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LNCS sublibrary. Theoretical computer science and general issues ; SL 1 |
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Lecture notes in computer science ; 5264.
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
Machine Learning and Data Mining -- Rough Set Combine BP Neural Network in Next Day Load Curve Forecasting / Chun-Xiang Li, Dong-Xiao Niu, and Li-Min Meng -- Improved Fuzzy Clustering Method Based on Entropy Coefficient and Its Application / Li Liu, Jianzhong Zhou, Xueli An, Yinghai Li, and Qiang Liu -- An Algorithm of Constrained Spatial Association Rules Based on Binary / Gang Fang, Zukuan Wei, and Qian Yin -- Sequential Proximity-Based Clustering for Telecommunication Network Alarm Correlation / Yan Liu, Jing Zhang, Xin Meng, and John Strassner -- A Fast Parallel Association Rules Mining Algorithm Based on FP-Forest / Jian Hu and Xiang Yang-Li -- Improved Algorithm for Image Processing in TCON of TFT-LCD / Feng Ran, Lian-zhou Wang, and Mei-hua Xu -- Clustering Using Normalized Path-Based Metric / Jundi Ding, Runing Ma, Songcan Chen, and Jingyu Yang -- Association Rule Mining Based on the Semantic Categories of Tourism Information / Yipeng Zhou, Junping Du, Guangping Zeng, and Xuyan Tu -- The Quality Monitoring Technology in the Process of the Pulping Papermaking Alkaline Steam Boiling Based on Neural Network / Jianjun Su, Yanmei Meng, Chaolin Chen, Funing Lu, and Sijie Yan -- A New Self-adjusting Immune Genetic Algorithm / Shaojie Qiao, Changjie Tang, Shucheng Dai, Mingfang Zhu, and Binglun Zheng -- Calculation of Latent Semantic Weight Based on Fuzzy Membership / Jingtao Sun, Qiuyu Zhang, Zhanting Yuan, Wenhan Huang, Xiaowen Yan, and Jianshe Dong -- Research on Spatial Clustering Acetabuliform Model and Algorithm Based on Mathematical Morphology / Lichao Chen, Lihu Pan, and Yingjun Zhang -- Intelligent Control and Robotics -- Partner Selection and Evaluation in Virtual Research Center Based on Trapezoidal Fuzzy AHP / Zhimeng Luo, Jianzhong Zhou, Qingqing Li, Li Liu, and Li Yang -- A Nonlinear Hierarchical Multiple Models Neural Network Decoupling Controller / Xin Wang, Hui Yang, Shaoyuan Li, Wenxin Liu, Li Liu, and David A. Cartes -- Adaptive Dynamic Programming for a Class of Nonlinear Control Systems with General Separable Performance Index / Qinglai Wei, Derong Liu, and Huaguang Zhang -- A General Fuzzified CMAC Controller with Eligibility / Zhipeng Shen, Ning Zhang, and Chen Guo -- Case-Based Decision Making Model for Supervisory Control of Ore Roasting Process / Jinliang Ding, Changxin Liu, Ming Wen, and Tianyou Chai -- An Affective Model Applied in Playmate Robot for Children / Jun Yu, Lun Xie, Zhiliang Wang, and Yongxiang Xia -- The Application of Full Adaptive RBF NN to SMC Design of Missile Autopilot / Jinyong Yu, Chuanjin Cheng, and Shixing Wang -- Multi-Objective Optimal Trajectory Planning of Space Robot Using Particle Swarm Optimization / Panfeng Huang, Gang Liu, Jianping Yuan, and Yangsheng Xu -- The Direct Neural Control Applied to the Position Control in Hydraulic Servo System / Yuan Kang, Yi-Wei Chen, Yeon-Pun Chang, and Ming-Huei Chu -- An Application of Wavelet Networks in the Carrying Robot Walking / Xiuxia Yang, Yi Zhang, Changjun Xia, Zhiyong Yang, and Wenjin Gu -- TOPN Based Temporal Performance Evaluation Method of Neural Network Based Robot Controller / Hua Xu and Peifa Jia -- A Fuzzy Timed Object-Oriented Petri Net for Multi-Agent Systems / Hua Xu and Peifa Jia -- Fuzzy Reasoning Approach for Conceptual Design / Hailin Feng, Chenxi Shao, and Yi Xu -- Extension Robust Control of a Three-Level Converter for High-Speed Railway Tractions / Kuei-Hsiang Chao -- Pattern Recognition -- Blind Image Watermark Analysis Using Feature Fusion and Neural Network Classifier / Wei Lu, Wei Sun, and Hongtao Lu -- Gene Expression Data Classification Using Independent Variable Group Analysis / Chunhou Zheng, Lei Zhang, Bo Li, and Min Xu -- The Average Radius of Attraction Basin of Hopfield Neural Networks / Fan Zhang and Xinhong Zhang -- A Fuzzy Cluster Algorithm Based on Mutative Scale Chaos Optimization / Chaoshun Li, Jianzhong Zhou, Qingqing Li, and Xiuqiao Xiang -- A Sparse Sampling Method for Classification Based on Likelihood Factor / Linge Ding, Fuchun Sun, Hongqiao Wang, and Ning Chen -- Estimation of Nitrogen Removal Effect in Groundwater Using Artificial Neural Network / Jinlong Zuo -- Sequential Fuzzy Diagnosis for Condition Monitoring of Rolling Bearing Based on Neural Network / Huaqing Wang and Peng Chen -- Evolving Neural Network Using Genetic Simulated Annealing Algorithms for Multi-spectral Image Classification / Xiaoyang Fu and Chen Guo -- Detecting Moving Targets in Ground Clutter Using RBF Neural Network / Jian Lao, Bo Ning, Xinchun Zhang, and Jianye Zhao -- Application of Wavelet Neural Networks on Vibration Fault Diagnosis for Wind Turbine Gearbox / Qian Huang, Dongxiang Jiang, Liangyou Hong, and Yongshan Ding -- Dynamical Pattern Classification of Lorenz System and Chen System / Hao Cheng and Cong Wang -- Research of Spam Filtering System Based on LSA and SHA / Jingtao Sun, Qiuyu Zhang, Zhanting Yuan, Wenhan Huang, Xiaowen Yan, and Jianshe Dong -- Voice Translator Based on Associative Memories / Roberto A. Vázquez and Humberto Sossa -- Audio, Image Processing and Computer Vision -- Denoising Natural Images Using Sparse Coding Algorithm Based on the Kurtosis Measurement / Li Shang, Fengwen Cao, and Jie Chen -- A New Denoising Approach for Sound Signals Based on Non-negative Sparse Coding of Power Spectra / Li Shang, Fengwen Cao, and Jinfeng Zhang -- Building Extraction Using Fast Graph Search / Dong-Min Woo, Dong-Chul Park, Seung-Soo Han, and Quoc-Dat Nguyen -- Image Denoising Using Three Scales of Wavelet Coefficients / Guangyi Chen and Wei-Ping Zhu -- Image Denoising Using Neighbouring Contourlet Coefficients / Guangyi Chen and Wei-Ping Zhu -- Robust Watermark Algorithm Based on the Wavelet Moment Modulation and Neural Network Detection / Dianhong Wang, Dongming Li, and Jun Yan -- Manifold Training Technique to Reconstruct High Dynamic Range Image / Cheng-Yuan Liou and Wei-Chen Cheng -- Face Hallucination Based on CSGT and PCA / Xiaoling Wang, Ju Liu, Jianping Qiao, Jinyu Chu, and Yujun Li -- Complex Effects Simulation Based Large Particles System on GPU / Xingquan Cai, Jinhong Li, and Zhitong Su -- A Selective Attention Computational Model for Perceiving Textures / Woobeom Lee -- Classifications of Liver Diseases from Medical Digital Images / Lequan Min, Yongan Ye, and Shubiao Gao -- A Global Contour-Grouping Algorithm Based on Spectral Clustering / Hui Yin, Siwei Luo, and Yaping Huang -- Emotion Recognition in Chinese Natural Speech by Combining Prosody and Voice Quality Features / Shiqing Zhang |
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Fault Diagnosis -- On-Line Diagnosis of Faulty Insulators Based on Improved ART2 Neural Network / Hailong Zhang, Weimin Guan, and Genzhi Guan -- Diagnosis Method for Gear Equipment by Sequential Fuzzy Neural Network / Xiong Zhou, Huaqing Wang, Peng Chen, and Jingwei Song -- Study of Punch Die Condition Discrimination Based on Wavelet Packet and Genetic Neural Network / Zhigao Luo, Xiang Wang, Ju Li, Binbin Fan, and Xiaodong Guo -- Data Reconstruction Based on Factor Analysis / Zhong-Gai Zhao and Fei Liu -- Synthetic Fault Diagnosis Method of Power Transformer Based on Rough Set Theory and Bayesian Network / Yongqiang Wang, Fangcheng Lu, and Heming Li -- Fuzzy Information Fusion Algorithm of Fault Diagnosis Based on Similarity Measure of Evidence / Chenglin Wen, Yingchang Wang, and Xiaobin Xu -- Other Applications and Implementations NN-Based Near Real Time Load Prediction for Optimal Generation Control / Dingguo Chen -- A Fuzzy Neural-Network-Driven Weighting System for Electric Shovel / Yingkui Gu, Luheng Wu, and Shuyun Tang -- Neural-Network-Based Maintenance Decision Model for Diesel Engine / Yingkui Gu, Juanjuan Liu, and Shuyun Tang -- Design of Intelligent PID Controller Based on Adaptive Genetic Algorithm and Implementation of FPG / Liguo Qu, Yourui Huang, and Liuyi Ling -- Fragile Watermarking Schemes for Tamperproof Web Pages / Xiangyang Liu and Hongtao Lu -- Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network / Shan He, Cheng Hu, Guo-jie Song, Kun-qing Xie, and Yi-zhou Sun -- Fuzzy Expert System to Estimate Ignition Timing for Hydrogen Car / Tien Ho and Vishy Karri -- Circuitry Analog and Synchronization of Hyperchaotic Neuron Model / Shukai Duan and Lidan Wang -- A Genetic-Neural Method of Optimizing Cut-Off Grade and Grade of Crude Ore / Yong He, Sixin Xu, Kejun Zhu, Ting Liu, and Yue Li -- A SPN-Based Delay Analysis of LEO Satellite Networks / Zhiguo Hong, Yongbin Wang, and Minyong Shi -- Research on the Factors of the Urban System Influenced Post-development of the Olympics' Venues / Changzheng Liu, Qian Ding, and Yao Sun -- A Stock Portfolio Selection Method through Fuzzy Delphi / Mehdi Fasanghari and Gholam Ali Montazer -- A Prediction Algorithm Based on Time Series Analysis / JianPing Qiu, Lichao Chen, and Yingjun Zhang -- Applications of Neural Networks in Electronic Engineering -- An Estimating Traffic Scheme Based on Adaline / Fengjun Shang -- SVM Model Based on Particle Swarm Optimization for Short-Term Load Forecasting / Yongli Wang, Dongxiao Niu, and Weijun Wang -- A New BSS Method of Single-Channel Mixture Signal Based on ISBF and Wavelet / Xiefeng Cheng, Yewei Tao, Yufeng Guo, and Xuejun Zhang -- A Novel Pixel-Level and Feature-Level Combined Multisensor Image Fusion Scheme / Min Li, Gang Li, Wei Cai, and Xiao-yan Li -- Combining Multi Wavelet and Multi NN for Power Systems Load Forecasting / Zhigang Liu, Qi Wang, and Yajun Zhang -- An Adaptive Algorithm Finding Multiple Roots of Polynomials / Wei Zhu, Zhe-zhao Zeng, and Dong-mei Lin -- Cellular Neural Networks and Advanced Control with Neural Networks -- Robust Designs for Directed Edge Overstriking CNNs with Applications / Yongnei Su, Lequan Min, and Xinjian Zhuo -- Application of Local Activity Theory of Cellular Neural Network to the Chen's System / Danling Wang, Lequan Min, and Yu Ji -- Application of PID Controller Based on BP Neural Network Using Automatic Differentiation Method / Weiwei Yang, Yong Zhao, Li Yan, and Xiaoqian Chen -- Neuro-Identifier-Based Tracking Control of Uncertain Chaotic System / Wen Tan, Fuchun Sun, Yaonan Wang, and Shaowu Zhou -- Robust Stability of Switched Recurrent Neural Networks with Discrete and Distributed Delays under Uncertainty / Shiping Wen, Zhigang Zeng, and 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 / Runian Geng, Xiangjun Dong, Jing Zhao, and Wenbo Xu -- Towards a Categorical Matching Method to Process High-Dimensional Emergency Knowledge Structures / Qingquan Wang, Lili Rong, and Kai Yu -- Identification and Extraction of Evoked Potentials Based on Borel Spectral Measure for Less Trial Mixtures / Daifeng Zha -- A Two-Step Blind Extraction Algorithm of Underdetermined Speech Mixtures / Ming Xiao, Fuquan Wang, and Jianping Xiong -- A Semi-blind Complex ICA Algorithm for Extracting a Desired Signal Based on Kurtosis Maximization / Jun-Yu Chen and Qiu-Hua Lin -- Fast and Efficient Algorithms for Nonnegative Tucker Decomposition / Anh Huy Phan and Andrzej Cichocki -- Pattern Recognition and Information Processing Using Neural Networks -- Neural Network Research Progress and Applications in Forecast / Shifei Ding, Weikuan Jia, Chunyang Su, Liwen Zhang, and Zhongzhi Shi -- Adaptive Image Segmentation Using Modified Pulse Coupled Neural Network / Wei Cai, Gang Li, Min Li, and Xiaoyan Li -- Speech Emotion Recognition System Based on BP Neural Network in Matlab Environment / Guobao Zhang, Qinghua Song, and Shumin Fei -- Broken Rotor Bars Fault Detection in Induction Motors Using Park's Vector Modulus and FWNN Approach / Qianjin Guo, Xiaoli Li, Haibin Yu, Wei Hu, and Jingtao Hu -- Coal and Gas Outburst Prediction Combining a Neural Network with the Dempster-Shafter Evidence / Yanzi Miao, Jianwei Zhang, Houxiang Zhang, Xiaoping Ma, and Zhongxiang Zhao -- Using the Tandem Approach for AF Classification in an AVSR System / Tian Gan, Wolfgang Menzel, and Jianwei Zhang |
| Summary |
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 |
| Analysis |
beeldverwerking |
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image processing |
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machine vision |
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simulatiemodellen |
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simulation models |
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computerwetenschappen |
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computer sciences |
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kunstmatige intelligentie |
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artificial intelligence |
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computational science |
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datamining |
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data mining |
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patroonherkenning |
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pattern recognition |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
Print version record |
| Subject |
Neural computers -- Congresses
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Neural networks (Computer science) -- Congresses
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Informatique.
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Neural computers.
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Neural networks (Computer science)
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| Genre/Form |
Conference papers and proceedings.
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Hutchison, David, 1949-
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| ISBN |
9783540877349 |
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3540877347 |
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9783540877332 |
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3540877339 |
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