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ISNN 2007: Nanjing, China
- 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
- 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
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 Tan 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
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, Kisung Seo:
Simultaneous Optimization of ANFIS-Based Fuzzy Model Driven to Data Granulation and Parallel Genetic Algorithms. 225-230 - Shieh-Shing 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, Ajeet Rohatgi
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 - Qiuge Liu, Qing He, Zhongzhi Shi:
Incremental Nonlinear Proximal Support Vector Machine. 336-341 - 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 - Sanping Li, Yusen 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 - Jinhua 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 - Ping Ling, Nan Lu, Jianyu Wang, Chunguang Zhou:
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 - Xiaofang Yuan
SVM Based Adaptive Inverse Controller for Excitation Control. 469-478 - Changyin Sun, Jinya Song:
An Adaptive Internal Model Control Based on LS-SVM. 479-485 - Gaëlle Loosli, Gilles Gasso, Stéphane Canu:
Regularization Paths for nu -SVM and nu -SVR. 486-496 - 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 - Y. Kang, C. C. Wang, Y. P. Chang:
Gear Fault Diagnosis by Using Wavelet Neural Networks. 580-588 - Juntong Qi, Xingang Zhao, Zhe Jiang, Jianda Han:
An Adaptive Threshold Neural-Network Scheme for Rotorcraft UAV Sensor Failure Diagnosis. 589-596 - Peiling Cui, Jiancheng Fang:
KPCA Plus FDA for Fault Detection. 597-606 - Jing Dai, Qiuye Sun:
Distribution System Fault Diagnosis Based on Improved Rough Sets with Uncertainty. 607-615 - 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, 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
- Zhilu Wu
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
Echo State Networks for Real-Time Audio Applications. 731-740 - Mao Ye
Blind Separation of Positive Signals by Using Genetic Algorithm. 741-750 - Xiaohong Ma, Xiaohua Liu, Jin Liu, Fuliang Yin:
A Speech Enhancement Method in Subband. 751-757 - Yunxia Li, Zhang Yi:
Sequential Blind Signal Extraction with the Linear Predictor. 758-763 - Hazem M. El-Bakry, Nikos E. Mastorakis:
Fast Code Detection Using High Speed Time Delay Neural Networks. 764-773 - Chenglin Wen, Guang-Jiang Wang, Chuan-Bo Wen, Zhiguo Chen:
Multiscale Estimation to the Parameter of Multidimension Time Series. 774-782 - Alessandro Bastari, Stefano Squartini
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 - Zu-Yuan Yang, Shiguang Luo, Caiyun Chen:
Underdetermined Blind Source Separation Using SVM. 803-811 - Hua Duan, Weizhen Hou
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
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
Neural Network Based Correction Scheme for Image Interpolation. 840-845 - Zhaoyu Pian, Liqun Gao, Kun Wang, Li Guo
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
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 - Jianjun Yan, Jianrong Zheng:
One-Class SVM Based Segmentation for SAR Image. 959-966 - 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
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 - Ying Liu, Bo Liu, Jikun Huang, Yunhua Wu, Ling Wang, Yihui Jin:
An Intelligent Differential Evolution Algorithm for Designing Trading-Ratio System of Water Market. 1058-1066 - 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
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
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
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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