ISNN 2007: Nanjing, China
Derong Liu, Shumin Fei, Zeng-Guang Hou, Huaguang Zhang, Changyin Sun (Eds.): Advances in Neural Networks - ISNN 2007, 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part III. Springer 2007 Lecture Notes in Computer Science ISBN 978-3-540-72394-3
Feedforward Neural Networks
- Nan Jiang, Yixian Yang, Xiaomin Ma, Zhaozhi Zhang: Using Three Layer Neural Network to Compute Multi-valued Functions. 1-8
- Hongru Li, Hailong Li, Yina Du: A Novel Global Hybrid Algorithm for Feedforward Neural Networks. 9-16
- 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
- Po-Hung Chen, Hung-Cheng Chen: Application of Back-Propagation Neural Network to Power Transformer Insulation Diagnosis. 26-34
- 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
- Xiyuan Chen: Deformation Measurement of the Large Flexible Surface by Improved RBFNN Algorithm and BPNN Algorithm. 41-48
- Nai-peng Hu, Jin-xin Tian: Evaluation of the Growth of Real Estate Financial System Based on BP Neural Network. 49-56
- Grace S. Wang, Fu-Kuo Huang: GA-Based Neural Network to Identification of Nonlinear Structural Systems. 57-65
- Gang Ding, Shisheng Zhong: Approximation Capability Analysis of Parallel Process Neural Network with Application to Aircraft Engine Health Condition Monitoring. 66-72
- Zhongsong Chen, Baoming Ge, Anibal T. de Almeida: Neural Network-Based Position Sensorless Control for Transverse Flux Linear SRM. 73-79
- Junping Du, Wensheng Guo, Ruijie Wang: Tourism Room Occupancy Rate Prediction Based on Neural Network. 80-84
Recurrent Neural Networks
- Jaroslaw Skaruz, Franciszek Seredynski: Recurrent Neural Networks on Duty of Anomaly Detection in Databases. 85-94
- Youshen Xia, Jun Wang: Solving Variational Inequality Problems with Linear Constraints Based on a Novel Recurrent Neural Network. 95-104
- Dong-Chul Park, Young-Soo Song, Dong-Min Woo: Equalization of 8PSK Signals with a Recurrent Neural Network. 105-110
- Sung Hwan Shin, Dong-Chul Park: Short-Term Load Forecasting Using BiLinear Recurrent Neural Network. 111-116
- Dongpo Xu, Zhengxue Li, Wei Wu, Xiaoshuai Ding, Di Qu: Convergence of Gradient Descent Algorithm for a Recurrent Neuron. 117-122
- Chaojin Fu, Chongjun Zhu, Boshan Chen: Periodicity of Recurrent Neural Networks with Reaction-Diffusion and Dirichlet Boundary Conditions. 123-130
- Chen Qiao, Zongben Xu: New Critical Analysis on Global Convergence of Recurrent Neural Networks with Projection Mappings. 131-139
- Minseong Ju, Seoksoo Kim, Tai-Hoon Kim: A Study on Digital Media Security by Hopfield Neural Network. 140-146
- Bing Zhao, Weidong Li, Shu Jian, Lequan Min: Two Theorems on the Robust Designs for Pattern Matching CNNs. 147-156
- Jingli Kang, Wansheng Tang: Iterative Learning Control Analysis Based on Hopfield Neural Networks. 157-163
- Wudai Liao, Jinghuan Chen, Yulin Xu, Xiaoxin Liao: Stochastic Stabilization of Delayed Neural Networks. 164-173
Neural Networks for Optimization
- Prospero C. Naval Jr., John Paul T. Yusiong: An Evolutionary Multi-objective Neural Network Optimizer with Bias-Based Pruning Heuristic. 174-183
- Jiahai Wang: A Hybrid of Particle Swarm Optimization and Hopfield Networks for Bipartite Subgraph Problems. 184-193
- Xiaolin Hu, Jun Wang: Convergence of a Recurrent Neural Network for Nonconvex Optimization Based on an Augmented Lagrangian Function. 194-203
- Xinyu Shao, Zhimin Chen, Mingang Fu, Liang Gao: Multi-objective Topology Optimization of Structures Using NN-OC Algorithms. 204-212
- 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
- Bo Liu, Ling Wang, Yihui Jin, Dexian Huang: Designing Neural Networks Using PSO-Based Memetic Algorithm. 219-224
- Jeoung-Nae Choi, Sung-Kwun Oh, Ki-Sung Seo: Simultaneous Optimization of ANFIS-Based Fuzzy Model Driven to Data Granulation and Parallel Genetic Algorithms. 225-230
- ShiehShing Lin: A Neural Network Based Optimization Method for a Kind of QPPs and Application. 231-236
- Xiaorong Pu, Zhongjie Fang, Yongguo Liu: Multilayer Perceptron Networks Training Using Particle Swarm Optimization with Minimum Velocity Constraints. 237-245
- SungJoon Lee, A. Pandey, DongSeop Kim, A. 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
- Thitipong Navalertporn, Nitin V. Afzulpurkar: Optimizing Process Parameters for Ceramic Tile Manufacturing Using an Evolutionary Approach. 252-260
- Kanjian Zhang, Chunbo Feng: Application of RBF Neural Network to Simplify the Potential Based Optimization. 261-266
- Ye Tao, Hong-Zhong Huang, Bao-Gui Wu: Satisficing Approximation Response Model Based on Neural Network in Multidisciplinary Collaborative Optimization. 267-276
- Wei Hu, Jingtao Hu: A New BP Network Based on Improved PSO Algorithm and Its Application on Fault Diagnosis of Gas Turbine. 277-283
- Lei Wen: The Evaluation of BP-ISP Strategy Alignment Degree with PSO-Based ANN. 284-291
- Minghui Jiang, Shengle Fang, Yi Shen, Xiaoxin Liao: Improved Results on Solving Quadratic Programming Problems with Delayed Neural Network. 292-301
- Changrui Yu, Yan Luo: A Modified Hopfield Network for Nonlinear Programming Problem Solving. 302-310
- 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
- Yuancan Huang: Stabilizing Lagrange-Type Nonlinear Programming Neural Networks. 320-329
Support Vector Machines
- Haifeng Sang, Weiqi Yuan, Fuli Wang, Dakuo He: Support Vector Machines and Genetic Algorithms for Soft-Sensing Modeling. 330-335
- Lingling Zhao, Kuihe Yang: Machinery Fault Diagnosis Using Least Squares Support Vector Machine. 342-349
- Tiejun Jiang, Shuzong Wang, Ruxiang Wei: Support Vector Machine with Composite Kernels for Time Series Prediction. 350-356
- Bao Rong Chang, Hsiu Fen Tsai: Neuromorphic Quantum-Based Adaptive Support Vector Regression for Tuning BWGC/NGARCH Forecast Model. 357-367
- Cheol-Sun Park, Dae Young Kim: Modulation Classification of Analog and Digital Signals Using Neural Network and Support Vector Machine. 368-373
- Qinzhen Xu, Pinzheng Zhang, Luxi Yang, Wenjiang Pei, Zhenya He: A Facial Expression Recognition Approach Based on Novel Support Vector Machine Tree. 374-381
- San-ping Li, Yu-sen Zhang, Chun-hua Li, Feng Zhao: Universal Steganalysis Using Multiwavelet Higher-Order Statistics and Support Vector Machines. 382-391
- Siyu Xia, Jiuxian Li, Liangzheng Xia, Chunhua Ju: Tree-Structured Support Vector Machines for Multi-class Classification. 392-398
- Hua Liang, Bolin Wang: Identification of MIMO Hammerstein Models Using Support Vector Machine. 399-406
- Liangli Huang, Shutao Li, Liming Li: Extraction of Filled-In Items from Chinese Bank Check Using Support Vector Machines. 407-415
- Qian Zhang, Fuling Fan, Lan Wang: Online Least Squares Support Vector Machines Based on Wavelet and Its Applications. 416-425
- Jin-Hua Yu, Yuanyuan Wang, Ping Chen, Yue-Hua Song: Ultrasound Estimation of Fetal Weight with Fuzzy Support Vector Regression. 426-433
- Xin He, Ling Guo, Xianzhong Zhou, Wen Luo: Hybrid Support Vector Machine and General Model Approach for Audio Classification. 434-440
- Xin Xue, Guoping He: An Improved SVM Based on 1-Norm for Selection of Personal Credit Scoring Index System. 441-447
- Ling Ping, Lu Nan, Wang Jian-yu, Zhou Chun-Guang: Combining Weighted SVMs and Spectrum-Based k NN for Multi-classification. 448-453
- Shuzhen Chen, Yan Shang, Bingyi Mao, Qiusheng Lian: Rotation Invariant Texture Classification Algorithm Based on DT-CWT and SVM. 454-460
- 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
- Lei Wang, Huading Jia, Shixin Sun: A Fast and Accurate Progressive Algorithm for Training Transductive SVMs. 497-505
- Pyo Jae Kim, Hyung Jin Chang, Dong Sung Song, Jin Young Choi: Fast Support Vector Data Description Using K-Means Clustering. 506-514
- Chi-Yuan Yeh, Shie-Jue Lee: A Kernel-Based Two-Stage One-Class Support Vector Machines Algorithm. 515-524
- Yimin Wen, Bao-Liang Lu: A Confident Majority Voting Strategy for Parallel and Modular Support Vector Machines. 525-534
- Wei Wang, Tianmiao Wang, Hongxing Wei, Hongming Zhao: Soft-Sensor Method Based on Least Square Support Vector Machines Within Bayesian Evidence Framework. 535-544
- Chao Zhang, Pu Han, Guiji Tang, Guori Ji: Simulation of Time Series Prediction Based on Smooth Support Vector Regression. 545-552
Fault Diagnosis/Detection
- Changcheng Xiang, Xiyue Huang, Gang Zhao, Zuyuan Yang: Extension Neural Network Based on Immune Algorithm for Fault Diagnosis. 553-560
- 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
- Yanghong Tan, Yigang He, Meirong Liu: Probabilistic Neural Network Based Method for Fault Diagnosis of Analog Circuits. 570-579
- Juntong Qi, Xingang Zhao, Zhe Jiang, Jianda Han: An Adaptive Threshold Neural-Network Scheme for Rotorcraft UAV Sensor Failure Diagnosis. 589-596
- Guowei Yang, Shoujue Wang, Qingxu Yan: A Design Method of Associative Memory Model with Expecting Fault-Tolerant Field. 616-625
- Shuhua Xu, Benxiong Huang, Yuchun Huang: Classification and Diagnosis of Mechanical Faults Using the RBF Network Based on the Local Bispectra. 626-632
- 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
- Hyeon Bae, Youn Tae Kim, Gyeondong 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
- Zhilu Wu, Nan Zhao, Yaqin Zhao, Guanghui Ren: Stochastic Cellular Neural Network for CDMA Multiuser Detection. 651-656
- Caiyun Chen, Ronghua Li: A New Approach of Blind Channel Identification in Frequency Domain. 657-662
- Shunlan Liu, Mingzeng Dai: Soft Decision-Directed Square Contour Algorithm for Blind Equalization. 663-671
- Yufeng Ma, Shenguang Gong: Call Admission Control Using Neural Network in Wireless Multimedia Networks. 672-677
- Jun-Seok Lim: A Neural Network Solution on Data Least Square Algorithm and Its Application for Channel Equalization. 678-685
- Hongwu Liu, Ji Li: Multiple Receive-Antennas Aided and RBF-Based Multiuser Detection for STBC Systems. 686-694
- Demin Li, Jie Zhou, Jiacun Wang, Guoliang Wei: Location Management Cost Estimation for PCS Using Neural Network. 695-704
- Ying Tan: Neural-Based Separating Method for Nonlinear Mixtures. 705-714
- Jian Feng, Huaguang Zhang, Tieyan Zhang, Heng Yue: Adaptive Natural Gradient Algorithm for Blind Convolutive Source Separation. 715-720
- 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
- Stefano Squartini, Stefania Cecchi, Michele Rossini, Francesco Piazza: Echo State Networks for Real-Time Audio Applications. 731-740
- Mao Ye, Zengan Gao, Xue Li: Blind Separation of Positive Signals by Using Genetic Algorithm. 741-750
- Hazem M. El-Bakry, Nikos E. Mastorakis: Fast Code Detection Using High Speed Time Delay Neural Networks. 764-773
- Cheng-Lin Wen, Guang-Jiang Wang, Chuan-Bo Wen, Zhi-Guo Chen: Multiscale Estimation to the Parameter of Multidimension Time Series. 774-782
- Alessandro Bastari, Stefano Squartini, Stefania Cecchi, Francesco Piazza: Gaussianization Based Approach for Post-Nonlinear Underdetermined BSS with Delays. 783-792
- Andrzej Cichocki, Rafal Zdunek: Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization. 793-802
- Hua Duan, Weizhen Hou, Guoping He, Qingtian Zeng: Predicting Time Series Using Incremental Langrangian Support Vector Regression. 812-820
Image/Video Processing
- Jianye Zhao, Quansheng Ren, Jian Wang, Hongling Meng: A New Approach for Image Restoration Based on CNN Processor. 821-827
- 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
- Jiufen Zhao, Xurong Zhang, Qingzhen Li: A Method for Enlargement of Digital Images Based on Neural Network. 834-839
- Liyong Ma, Yi Shen, Jiachen Ma: Neural Network Based Correction Scheme for Image Interpolation. 840-845
- Zhaoyu Pian, Liqun Gao, Kun Wang, Li Guo, Jianhua Wu: Edge Enhancement Post-processing Using Hopfield Neural Net. 846-852
- Dongxue Yue, Xinsheng Huang, Hongli Tan: Image Quality Assessment Based on Wavelet Coefficients Using Neural Network. 853-859
- Xiaohua Wang, Yigang He, Yulou Peng: Neural Network Approach for Designing One- and Two-Dimensional Quasi-Equiripple FIR Digital Filters. 860-868
- Deng-Chao Feng, Zhao-Xuan Yang, Xiao-Jun Qiao: Texture Image Segmentation Based on Improved Wavelet Neural Network. 869-876
- Liyong Ma, Yi Shen, Jiachen Ma: Local Spatial Properties Based Image Interpolation Using Neural Network. 877-883
- Mario Ignacio Chacon Murguia, Alejandro S. Zimmerman, Pablo Rivas P.: Image Processing Applications with a PCNN. 884-893
- Zhiwen Yu, Shaohong Zhang, Hau-San Wong, Jiqi Zhang: Image Segmentation Based on Cluster Ensemble. 894-903
- Hung-Hsu Tsai: Decision-Based Hybrid Image Watermarking in Wavelet Domain Using HVS and Neural Networks. 904-913
- Zhiyong Qiu, Jiyang Dong, Zhong Chen: MR Image Registration Based on Pulse-Coupled Neural Networks. 914-922
- Sung-kwan Je, Kwang-Baek Kim, Jin-young Lee, Jae-Hyun Cho: Image Magnification Based on the Properties of Human Visual Processing. 923-932
- Hong Huang, Jianwei Li, Zezhong Ma, Hailiang Feng: Incorporating Image Quality in Multimodal Biometric Verification. 933-942
- Wei Zhou, Haoshan Shi, Zhemin Duan, Xin Zhou: Efficient Motion Estimation Scheme for H.264 Based on BP Neural Network. 943-949
- Yongwei Li, Shiqiang Hu, Peng Guo: Neural Network Based Visual Tracking with Multi-cue Adaptive Fusion. 950-958
- 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
- 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
- Jun Yang, Xiaoyan Ma, Qianhong Lu, Bin Liu, Deng Bin: A Modified RBF Neural Network and Its Application in Radar. 981-987
- Zhancheng Wang, Guoqing Xu, Weimin Li, Yangsheng Xu: Driving Load Forecasting Using Cascade Neural Networks. 988-997
- 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
- Xiaohua Wang, Yigang He, Ying Long: Neural Network Based High Accuracy Frequency Harmonic Analysis in Power System. 1006-1014
- Zhengwei Chang, Guangze Xiong: Hardware/Software Partitioning of Core-Based Systems Using Pulse Coupled Neural Networks. 1015-1023
- 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
- Jian Xu, Xiaoqing Ding, Shengjin Wang, Youshou Wu: Multi-view Moving Human Detection and Correspondence Based on Object Occupancy Random Field. 1033-1042
- Zhu Dengsheng, Li Xiaoli: Determination of Storage Time of Rice Seed Using ANN Based on NIRS. 1043-1048
- Keith Douglas Stuart, Maciej Majewski: Selected Problems of Knowledge Discovery Using Artificial Neural Networks. 1049-1057
- Xiao-Li Luan, Fei Liu: Neural Network-Based Hinfinity Filtering for Nonlinear Jump Systems. 1067-1076
- Zhiqiang Ma, Xiaoyun Zeng, Lei Zhang, Meng Li, Chunguang Zhou: A Novel Off-Line Signature Verification Based on Adaptive Multi-resolution Wavelet Zero-Crossing and One-Class-One-Network. 1077-1086
- Yu Zheng Zhai, Arthur L. Hsu, Saman K. Halgamuge: Combining News and Technical Indicators in Daily Stock Price Trends Prediction. 1087-1096
- Xiaofeng Lin, Shaojian Song, Chunning Song, Qingbao Huang, Xiao xiao Song: Project-Based Artificial Neural Networks Development Software and Applications. 1097-1106
- Chunguo Jing, Guangzhong Xing, Bin Liu, Qiuguo Bai: Effects of Salinity on Measurement of Water Volume Fraction and Correction Method Based on RBF Neural Networks. 1107-1113
- Yong-Kab Kim, Woo-Soon Kim, Yue Soon Choi, Jong Goo Park: Implementation of Brillouin-Active Fiber for Low Threshold Optical Logic and Memory Based Neural Networks in Smart Structures. 1114-1119
- Po-Hung Chen: Hydro Plant Dispatch Using Artificial Neural Network and Genetic Algorithm. 1120-1129
- Xin-Wei Du, Yuan Li, Di-Chen Liu: Application of Wavelet Packet Neural Network on Relay Protection Testing of Power System. 1130-1137
- Qiang Zang, Xianzhong Dai: Robust Stabilization of Uncertain Nonlinear Differential-Algebraic Subsystem Using ANN with Application to Power Systems. 1138-1144
- Kuei-Hsiang Chao, Meng-Hui Wang, Chia-Chang Hsu: A Novel Residual Capacity Estimation Method Based on Extension Neural Network for Lead-Acid Batteries. 1145-1154
- Yun Liu, De Xu, Xiuqing Wang, Min Tan, Yong-Qian Zhang: A Genetic Algorithm-Based Artificial Neural Network Approach for Parameter Selection in the Production of Tailor-Welded Blanks. 1155-1164
- Joseph Chen, Mandara Savage, Jie (James) Zhu: Development of Artificial Neural Networks-Based In-Process Flash Monitoring (ANN-IPFM) System in Injection Molding. 1165-1175
- Youping Fan, Min Xiong, Lu Liu, Jiguan Men, Cheng Tan, Yunping Chen: Reduce Feature Based NN for Transient Stability Analysis of Large-Scale Power Systems. 1176-1181
- Hong-Nan Li, Linsheng Huo, Tinghua Yi: Semi-active Control of Eccentric Structures Based on Neural Networks. 1182-1191
- Yang Weon Lee: Development of the Multi-target Tracking Scheme Using Particle Filter. 1192-1201
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last updated on 2013-06-18T214307 by the dblp team