International Symposium on Neural Networks 2007 (original) (raw)

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ISNN 2007: Nanjing, China

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  • Feedforward Neural Networks
  • Recurrent Neural Networks
  • Neural Networks for Optimization
  • Support Vector Machines
  • Fault Diagnosis/Detection
  • Communications and Signal Processing
  • Image/Video Processing
  • Applications of Neural Networks

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    Derong Liu, Shumin Fei, Zeng-Guang Hou, Huaguang Zhang, Changyin Sun:
    Advances in Neural Networks - ISNN 2007, 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part III. Lecture Notes in Computer Science 4493, Springer 2007, ISBN 978-3-540-72394-3

Feedforward Neural Networks

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    Nan Jiang, Yixian Yang, Xiaomin Ma, Zhaozhi Zhang:
    Using Three Layer Neural Network to Compute Multi-valued Functions. 1-8
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    Hongru Li, Hailong Li, Yina Du:
    A Novel Global Hybrid Algorithm for Feedforward Neural Networks. 9-16
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    Yanxin Zhang, Junfeng Xu, Ying Gao, Zhongsheng Hou:
    Study on Relationship Between NIHSS and TCM-SSASD Based on the BP Neural Network Multiple Models Method. 17-25
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    Po-Hung Chen, Hung-Cheng Chen:
    Application of Back-Propagation Neural Network to Power Transformer Insulation Diagnosis. 26-34
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    Xu-dong Yuan, Chao Gao, Shao-xia Gao:
    Momentum BP Neural Networks in Structural Damage Detection Based on Static Displacements and Natural Frequencies. 35-40
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    Xiyuan Chen:
    Deformation Measurement of the Large Flexible Surface by Improved RBFNN Algorithm and BPNN Algorithm. 41-48
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    Nai-peng Hu, Jin-xin Tian:
    Evaluation of the Growth of Real Estate Financial System Based on BP Neural Network. 49-56
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    Grace S. Wang, Fu-Kuo Huang:
    GA-Based Neural Network to Identification of Nonlinear Structural Systems. 57-65
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    Gang Ding, Shisheng Zhong:
    Approximation Capability Analysis of Parallel Process Neural Network with Application to Aircraft Engine Health Condition Monitoring. 66-72
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    Zhongsong Chen, Baoming Ge, Aníbal T. de Almeida:
    Neural Network-Based Position Sensorless Control for Transverse Flux Linear SRM. 73-79
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    Junping Du, Wensheng Guo, Ruijie Wang:
    Tourism Room Occupancy Rate Prediction Based on Neural Network. 80-84

Recurrent Neural Networks

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    Jaroslaw Skaruz, Franciszek Seredynski:
    Recurrent Neural Networks on Duty of Anomaly Detection in Databases. 85-94
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    Youshen Xia, Jun Wang:
    Solving Variational Inequality Problems with Linear Constraints Based on a Novel Recurrent Neural Network. 95-104
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    Dong-Chul Park, Young-Soo Song, Dong-Min Woo:
    Equalization of 8PSK Signals with a Recurrent Neural Network. 105-110
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    Sung Hwan Shin, Dong-Chul Park:
    Short-Term Load Forecasting Using BiLinear Recurrent Neural Network. 111-116
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    Dongpo Xu, Zhengxue Li, Wei Wu, Xiaoshuai Ding, Di Qu:
    Convergence of Gradient Descent Algorithm for a Recurrent Neuron. 117-122
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    Chaojin Fu, Chongjun Zhu, Boshan Chen:
    Periodicity of Recurrent Neural Networks with Reaction-Diffusion and Dirichlet Boundary Conditions. 123-130
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    Chen Qiao, Zongben Xu:
    New Critical Analysis on Global Convergence of Recurrent Neural Networks with Projection Mappings. 131-139
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    Minseong Ju, Seoksoo Kim, Tai-Hoon Kim:
    A Study on Digital Media Security by Hopfield Neural Network. 140-146
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    Bing Zhao, Weidong Li, Shu Jian, Lequan Min:
    Two Theorems on the Robust Designs for Pattern Matching CNNs. 147-156
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    Jingli Kang, Wansheng Tang:
    Iterative Learning Control Analysis Based on Hopfield Neural Networks. 157-163
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    Wudai Liao, Jinghuan Chen, Yulin Xu, Xiaoxin Liao:
    Stochastic Stabilization of Delayed Neural Networks. 164-173

Neural Networks for Optimization

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    Prospero C. Naval Jr., John Paul Tan Yusiong:
    An Evolutionary Multi-objective Neural Network Optimizer with Bias-Based Pruning Heuristic. 174-183
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    Jiahai Wang:
    A Hybrid of Particle Swarm Optimization and Hopfield Networks for Bipartite Subgraph Problems. 184-193
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    Xiaolin Hu, Jun Wang:
    Convergence of a Recurrent Neural Network for Nonconvex Optimization Based on an Augmented Lagrangian Function. 194-203
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    Xinyu Shao, Zhimin Chen, Mingang Fu, Liang Gao:
    Multi-objective Topology Optimization of Structures Using NN-OC Algorithms. 204-212
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    Xianlun Tang, Yin-Guo Li, Ling Zhuang:
    A Hybrid Particle Swarm Algorithm for the Structure and Parameters Optimization of Feed-Forward Neural Network. 213-218
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    Bo Liu, Ling Wang, Yihui Jin, Dexian Huang:
    Designing Neural Networks Using PSO-Based Memetic Algorithm. 219-224
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    Jeoung-Nae Choi, Sung-Kwun Oh, Kisung Seo:
    Simultaneous Optimization of ANFIS-Based Fuzzy Model Driven to Data Granulation and Parallel Genetic Algorithms. 225-230
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    Shieh-Shing Lin:
    A Neural Network Based Optimization Method for a Kind of QPPs and Application. 231-236
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    Xiaorong Pu, Zhongjie Fang, Yongguo Liu:
    Multilayer Perceptron Networks Training Using Particle Swarm Optimization with Minimum Velocity Constraints. 237-245
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    SungJoon Lee, A. Pandey, DongSeop Kim, Ajeet Rohatgi, Gary S. May, Sang Jeen Hong, Seung Soo Han:
    Characterization and Optimization of the Contact Formation for High-Performance Silicon Solar Cells. 246-251
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    Thitipong Navalertporn, Nitin V. Afzulpurkar:
    Optimizing Process Parameters for Ceramic Tile Manufacturing Using an Evolutionary Approach. 252-260
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    Kanjian Zhang, Chunbo Feng:
    Application of RBF Neural Network to Simplify the Potential Based Optimization. 261-266
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    Ye Tao, Hong-Zhong Huang, Bao-Gui Wu:
    Satisficing Approximation Response Model Based on Neural Network in Multidisciplinary Collaborative Optimization. 267-276
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    Wei Hu, Jingtao Hu:
    A New BP Network Based on Improved PSO Algorithm and Its Application on Fault Diagnosis of Gas Turbine. 277-283
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    Lei Wen:
    The Evaluation of BP-ISP Strategy Alignment Degree with PSO-Based ANN. 284-291
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    Minghui Jiang, Shengle Fang, Yi Shen, Xiaoxin Liao:
    Improved Results on Solving Quadratic Programming Problems with Delayed Neural Network. 292-301
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    Changrui Yu, Yan Luo:
    A Modified Hopfield Network for Nonlinear Programming Problem Solving. 302-310
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    Ying Chen, Qiguang Zhu, Zhiquan Li:
    A Novel Artificial Neural Network Based on Hybrid PSO-BP Algorithm in the Application of Adaptive PMD Compensation System. 311-319
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    Yuancan Huang:
    Stabilizing Lagrange-Type Nonlinear Programming Neural Networks. 320-329

Support Vector Machines

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    Haifeng Sang, Weiqi Yuan, Fuli Wang, Dakuo He:
    Support Vector Machines and Genetic Algorithms for Soft-Sensing Modeling. 330-335
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    Qiuge Liu, Qing He, Zhongzhi Shi:
    Incremental Nonlinear Proximal Support Vector Machine. 336-341
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    Lingling Zhao, Kuihe Yang:
    Machinery Fault Diagnosis Using Least Squares Support Vector Machine. 342-349
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    Tiejun Jiang, Shuzong Wang, Ruxiang Wei:
    Support Vector Machine with Composite Kernels for Time Series Prediction. 350-356
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    Bao Rong Chang, Hsiu Fen Tsai:
    Neuromorphic Quantum-Based Adaptive Support Vector Regression for Tuning BWGC/NGARCH Forecast Model. 357-367
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    Cheol-Sun Park, Dae Young Kim:
    Modulation Classification of Analog and Digital Signals Using Neural Network and Support Vector Machine. 368-373
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    Qinzhen Xu, Pinzheng Zhang, Luxi Yang, Wenjiang Pei, Zhenya He:
    A Facial Expression Recognition Approach Based on Novel Support Vector Machine Tree. 374-381
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    Sanping Li, Yusen Zhang, Chun-hua Li, Feng Zhao:
    Universal Steganalysis Using Multiwavelet Higher-Order Statistics and Support Vector Machines. 382-391
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    Siyu Xia, Jiuxian Li, Liangzheng Xia, Chunhua Ju:
    Tree-Structured Support Vector Machines for Multi-class Classification. 392-398
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    Hua Liang, Bolin Wang:
    Identification of MIMO Hammerstein Models Using Support Vector Machine. 399-406
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    Liangli Huang, Shutao Li, Liming Li:
    Extraction of Filled-In Items from Chinese Bank Check Using Support Vector Machines. 407-415
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    Qian Zhang, Fuling Fan, Lan Wang:
    Online Least Squares Support Vector Machines Based on Wavelet and Its Applications. 416-425
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    Jinhua Yu, Yuanyuan Wang, Ping Chen, Yue-Hua Song:
    Ultrasound Estimation of Fetal Weight with Fuzzy Support Vector Regression. 426-433
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    Xin He, Ling Guo, Xianzhong Zhou, Wen Luo:
    Hybrid Support Vector Machine and General Model Approach for Audio Classification. 434-440
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    Xin Xue, Guoping He:
    An Improved SVM Based on 1-Norm for Selection of Personal Credit Scoring Index System. 441-447
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    Ping Ling, Nan Lu, Jianyu Wang, Chunguang Zhou:
    Combining Weighted SVMs and Spectrum-Based k NN for Multi-classification. 448-453
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    Shuzhen Chen, Yan Shang, Bingyi Mao, Qiusheng Lian:
    Rotation Invariant Texture Classification Algorithm Based on DT-CWT and SVM. 454-460
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    Chengan Guo, Chongtao Yuan, Honglian Ma:
    A Two-Pass Classification Method Based on Hyper-Ellipsoid Neural Networks and SVM's with Applications to Face Recognition. 461-468
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    Xiaofang Yuan, Yaonan Wang:
    SVM Based Adaptive Inverse Controller for Excitation Control. 469-478
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    Changyin Sun, Jinya Song:
    An Adaptive Internal Model Control Based on LS-SVM. 479-485
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    Gaëlle Loosli, Gilles Gasso, Stéphane Canu:
    Regularization Paths for nu -SVM and nu -SVR. 486-496
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    Lei Wang, Huading Jia, Shixin Sun:
    A Fast and Accurate Progressive Algorithm for Training Transductive SVMs. 497-505
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    Pyo Jae Kim, Hyung Jin Chang, Dong Sung Song, Jin Young Choi:
    Fast Support Vector Data Description Using K-Means Clustering. 506-514
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    Chi-Yuan Yeh, Shie-Jue Lee:
    A Kernel-Based Two-Stage One-Class Support Vector Machines Algorithm. 515-524
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    Yimin Wen, Bao-Liang Lu:
    A Confident Majority Voting Strategy for Parallel and Modular Support Vector Machines. 525-534
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    Wei Wang, Tianmiao Wang, Hongxing Wei, Hongming Zhao:
    Soft-Sensor Method Based on Least Square Support Vector Machines Within Bayesian Evidence Framework. 535-544
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    Chao Zhang, Pu Han, Guiji Tang, Guori Ji:
    Simulation of Time Series Prediction Based on Smooth Support Vector Regression. 545-552

Fault Diagnosis/Detection

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    Changcheng Xiang, Xiyue Huang, Gang Zhao, Zuyuan Yang:
    Extension Neural Network Based on Immune Algorithm for Fault Diagnosis. 553-560
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    Jinhai Liu, Huaguang Zhang, Jian Feng, Heng Yue:
    A New Fault Detection and Diagnosis Method for Oil Pipeline Based on Rough Set and Neural Network. 561-569
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    Yanghong Tan, Yigang He, Meirong Liu:
    Probabilistic Neural Network Based Method for Fault Diagnosis of Analog Circuits. 570-579
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    Y. Kang, C. C. Wang, Y. P. Chang:
    Gear Fault Diagnosis by Using Wavelet Neural Networks. 580-588
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    Juntong Qi, Xingang Zhao, Zhe Jiang, Jianda Han:
    An Adaptive Threshold Neural-Network Scheme for Rotorcraft UAV Sensor Failure Diagnosis. 589-596
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    Peiling Cui, Jiancheng Fang:
    KPCA Plus FDA for Fault Detection. 597-606
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    Jing Dai, Qiuye Sun:
    Distribution System Fault Diagnosis Based on Improved Rough Sets with Uncertainty. 607-615
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    Guowei Yang, Shoujue Wang, Qingxu Yan:
    A Design Method of Associative Memory Model with Expecting Fault-Tolerant Field. 616-625
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    Shuhua Xu, Benxiong Huang, Yuchun Huang:
    Classification and Diagnosis of Mechanical Faults Using the RBF Network Based on the Local Bispectra. 626-632
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    Zhen-Yu Wang, Yong-Wei Li, Peng Guo, Xiao-Fang Yu:
    Temperature-Variation Fault Diagnosis of the High-Voltage Electric Equipment Based on the BP Neural Network. 633-640
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    Hyeon Bae, Youn Tae Kim, Gyeongdong Baek, Byung-Wook Jung, Sungshin Kim, Jung-pil Shin:
    Diagnosis of Turbine Valves in the Kori Nuclear Power Plant Using Fuzzy Logic and Neural Networks. 641-650

Communications and Signal Processing

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    Zhilu Wu, Nan Zhao, Yaqin Zhao, Guanghui Ren:
    Stochastic Cellular Neural Network for CDMA Multiuser Detection. 651-656
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    Caiyun Chen, Ronghua Li:
    A New Approach of Blind Channel Identification in Frequency Domain. 657-662
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    Shunlan Liu, Mingzeng Dai:
    Soft Decision-Directed Square Contour Algorithm for Blind Equalization. 663-671
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    Yufeng Ma, Shenguang Gong:
    Call Admission Control Using Neural Network in Wireless Multimedia Networks. 672-677
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    Jun-Seok Lim:
    A Neural Network Solution on Data Least Square Algorithm and Its Application for Channel Equalization. 678-685
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    Hongwu Liu, Ji Li:
    Multiple Receive-Antennas Aided and RBF-Based Multiuser Detection for STBC Systems. 686-694
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    Demin Li, Jie Zhou, Jiacun Wang, Guoliang Wei:
    Location Management Cost Estimation for PCS Using Neural Network. 695-704
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    Ying Tan:
    Neural-Based Separating Method for Nonlinear Mixtures. 705-714
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    Jian Feng, Huaguang Zhang, Tieyan Zhang, Heng Yue:
    Adaptive Natural Gradient Algorithm for Blind Convolutive Source Separation. 715-720
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    Kai Song, Mingli Ding, Qi Wang, Wenhui Liu:
    Blind Source Separation in Post-nonlinear Mixtures Using Natural Gradient Descent and Particle Swarm Optimization Algorithm. 721-730
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    Stefano Squartini, Stefania Cecchi, Michele Rossini, Francesco Piazza:
    Echo State Networks for Real-Time Audio Applications. 731-740
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    Mao Ye, Zengan Gao, Xue Li:
    Blind Separation of Positive Signals by Using Genetic Algorithm. 741-750
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    Xiaohong Ma, Xiaohua Liu, Jin Liu, Fuliang Yin:
    A Speech Enhancement Method in Subband. 751-757
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    Yunxia Li, Zhang Yi:
    Sequential Blind Signal Extraction with the Linear Predictor. 758-763
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    Hazem M. El-Bakry, Nikos E. Mastorakis:
    Fast Code Detection Using High Speed Time Delay Neural Networks. 764-773
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    Chenglin Wen, Guang-Jiang Wang, Chuan-Bo Wen, Zhiguo Chen:
    Multiscale Estimation to the Parameter of Multidimension Time Series. 774-782
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    Alessandro Bastari, Stefano Squartini, Stefania Cecchi, Francesco Piazza:
    Gaussianization Based Approach for Post-Nonlinear Underdetermined BSS with Delays. 783-792
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    Andrzej Cichocki, Rafal Zdunek:
    Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization. 793-802
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    Zu-Yuan Yang, Shiguang Luo, Caiyun Chen:
    Underdetermined Blind Source Separation Using SVM. 803-811
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    Hua Duan, Weizhen Hou, Guoping He, Qingtian Zeng:
    Predicting Time Series Using Incremental Langrangian Support Vector Regression. 812-820

Image/Video Processing

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    Jianye Zhao, Quansheng Ren, Jian Wang, Hongling Meng:
    A New Approach for Image Restoration Based on CNN Processor. 821-827
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    Cornelio Yáñez-Márquez, María Elena Cruz-Meza, Flavio Arturo Sánchez-Garfias, Itzamá López-Yáñez:
    Using Alpha-Beta Associative Memories to Learn and Recall RGB Images. 828-833
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    Jiufen Zhao, Xurong Zhang, Qingzhen Li:
    A Method for Enlargement of Digital Images Based on Neural Network. 834-839
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    Liyong Ma, Yi Shen, Jiachen Ma:
    Neural Network Based Correction Scheme for Image Interpolation. 840-845
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    Zhaoyu Pian, Liqun Gao, Kun Wang, Li Guo, Jianhua Wu:
    Edge Enhancement Post-processing Using Hopfield Neural Net. 846-852
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    Dongxue Yue, Xinsheng Huang, Hongli Tan:
    Image Quality Assessment Based on Wavelet Coefficients Using Neural Network. 853-859
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    Xiaohua Wang, Yigang He, Yulou Peng:
    Neural Network Approach for Designing One- and Two-Dimensional Quasi-Equiripple FIR Digital Filters. 860-868
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    Deng-Chao Feng, Zhao-Xuan Yang, Xiao-Jun Qiao:
    Texture Image Segmentation Based on Improved Wavelet Neural Network. 869-876
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    Liyong Ma, Yi Shen, Jiachen Ma:
    Local Spatial Properties Based Image Interpolation Using Neural Network. 877-883
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    Mario Ignacio Chacon Murguia, Alejandro S. Zimmerman, Pablo Rivas-Perea:
    Image Processing Applications with a PCNN. 884-893
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    Zhiwen Yu, Shaohong Zhang, Hau-San Wong, Jiqi Zhang:
    Image Segmentation Based on Cluster Ensemble. 894-903
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    Hung-Hsu Tsai:
    Decision-Based Hybrid Image Watermarking in Wavelet Domain Using HVS and Neural Networks. 904-913
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    Zhiyong Qiu, Jiyang Dong, Zhong Chen:
    MR Image Registration Based on Pulse-Coupled Neural Networks. 914-922
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    Sung-kwan Je, Kwang-Baek Kim, Jin-Young Lee, Jae-Hyun Cho:
    Image Magnification Based on the Properties of Human Visual Processing. 923-932
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    Hong Huang, Jianwei Li, Zezhong Ma, Hailiang Feng:
    Incorporating Image Quality in Multimodal Biometric Verification. 933-942
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    Wei Zhou, Haoshan Shi, Zhemin Duan, Xin Zhou:
    Efficient Motion Estimation Scheme for H.264 Based on BP Neural Network. 943-949
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    Yongwei Li, Shiqiang Hu, Peng Guo:
    Neural Network Based Visual Tracking with Multi-cue Adaptive Fusion. 950-958
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    Jianjun Yan, Jianrong Zheng:
    One-Class SVM Based Segmentation for SAR Image. 959-966
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    Zhao Zhang, Su Zhang, Wei Yang, Yazhu Chen, Hongtao Lu:
    A New Segmentation Method Based on SVM for HIFU Image-Guided System. 967-972

Applications of Neural Networks

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    Fen He, Chengwei Ma, Junxiong Zhang, Ying Chen:
    Greenhouse Air Temperature and Humidity Prediction Based on Improved BP Neural Network and Genetic Algorithm. 973-980
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    Jun Yang, Xiaoyan Ma, Qianhong Lu, Bin Liu, Deng Bin:
    A Modified RBF Neural Network and Its Application in Radar. 981-987
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    Zhancheng Wang, Guoqing Xu, Weimin Li, Yangsheng Xu:
    Driving Load Forecasting Using Cascade Neural Networks. 988-997
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    Yan Hao Wei, Mu-Song Chen, Chuan Ku Lin, Chi-Pan Hwang:
    Minimal Resource Allocation on CAN Bus Using Radial Basis Function Networks. 998-1005
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    Xiaohua Wang, Yigang He, Ying Long:
    Neural Network Based High Accuracy Frequency Harmonic Analysis in Power System. 1006-1014
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    Zhengwei Chang, Guangze Xiong:
    Hardware/Software Partitioning of Core-Based Systems Using Pulse Coupled Neural Networks. 1015-1023
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    Anderson da Silva Soares, Maria Stela Veludo de Paiva, Clarimar José Coelho:
    Technical and Fundamental Analysis for the Forecast of Financial Scrip Quotation: An Approach Employing Artificial Neural Networks and Wavelet Transform. 1024-1032
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    Jian Xu, Xiaoqing Ding, Shengjin Wang, Youshou Wu:
    Multi-view Moving Human Detection and Correspondence Based on Object Occupancy Random Field. 1033-1042
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    Zhu Dengsheng, Li Xiaoli:
    Determination of Storage Time of Rice Seed Using ANN Based on NIRS. 1043-1048
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    Keith Douglas Stuart, Maciej Majewski:
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