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 II. Springer 2007 Lecture Notes in Computer Science ISBN 978-3-540-72392-9
Chaos and Synchronization
- Hongwei Wang, Hong Gu: Synchronization of Chaotic Systems Via the Laguerre-Polynomials-Based Neural Network. 1-7
- Xianyong Wu, Zhi-Hong Guan, Tao Li: Chaos Synchronization Between Unified Chaotic System and Genesio System. 8-15
- Xiang Lan, Jin Zhou, Zengrong Liu: Robust Impulsive Synchronization of Coupled Delayed Neural Networks. 16-23
- Tingwen Huang, Chuandong Li: Synchronization of Impulsive Fuzzy Cellular Neural Networks with Parameter Mismatches. 24-32
- Jinling Liang, Ping Li, Yongqing Yang: Global Synchronization in an Array of Delayed Neural Networks with Nonlinear Coupling. 33-39
- Xiaohong Ma, Bo Zhang, Xiaoyan Ding: Self-synchronization Blind Audio Watermarking Based on Feature Extraction and Subsampling. 40-46
- Yanyan Zhang, Lixin Tang: Solving Prize-Collecting Traveling Salesman Problem with Time Windows by Chaotic Neural Network. 63-71
- Xiuhong Wang, Qingli Qiao: A Quickly Searching Algorithm for Optimization Problems Based on Hysteretic Transiently Chaotic Neural Network. 72-78
- Shiguo Lian, Zhongxuan Liu, Zhen Ren, Haila Wang: Secure Media Distribution Scheme Based on Chaotic Neural Network. 79-87
- Quansheng Ren, Jian Wang, Hongling Meng, Jianye Zhao: An Adaptive Radar Target Signal Processing Scheme Based on AMTI Filter and Chaotic Neural Networks. 88-95
- Xianyong Wu, Zhi-Hong Guan, Zhengping Wu: A Chaos Based Robust Spatial Domain Watermarking Algorithm. 113-119
- Jian Cheng, Jian-Sheng Qian, Xiang-ting Wang, Licheng Jiao: Integrating KPCA and LS-SVM for Chaotic Time Series Forecasting Via Similarity Analysis. 120-126
- Meiying Ye: Prediction of Chaotic Time Series Using LS-SVM with Simulated Annealing Algorithms. 127-134
- Hongmei Xie, Xiaoyi Feng: Radial Basis Function Neural Network Predictor for Parameter Estimation in Chaotic Noise. 135-142
- Jigui Jian, Baoxian Wang, Xiaoxin Liao: Global Exponential Synchronization of Chaotic Neural Networks with Time Delays. 143-150
Neural Fuzzy Systems
- Yong Duan, Baoxia Cui, Xinhe Xu: State Space Partition for Reinforcement Learning Based on Fuzzy Min-Max Neural Network. 160-169
- Xingxing Wu, Xilin Zhu, Xiaomei Li, Haocheng Yu: Realization of an Improved Adaptive Neuro-Fuzzy Inference System in DSP. 170-178
- Seok-Beom Roh, Sung-Kwun Oh, Tae-Chon Ahn: GA-Driven Fuzzy Set-Based Polynomial Neural Networks with Information Granules for Multi-variable Software Process. 186-195
- Xin Wang, Xianzhong Dai: The ANN Inverse Control of Induction Motor with Robust Flux Observer Based on ESO. 196-205
- Sung-Kwun Oh, In-Tae Lee, Witold Pedrycz, Hyun-Ki Kim: Design of Fuzzy Relation-Based Polynomial Neural Networks Using Information Granulation and Symbolic Gene Type Genetic Algorithms. 206-215
- Xiaoguang Zhang, Shijin Ren, Xing-gan Zhang, Fan Zhao: Fuzzy Neural Network Classification Design Using Support Vector Machine in Welding Defect. 216-223
- Pei-Gang Sun, Hai Zhao, Xiao-dan Zhang, Jiu-Qiang Xu, Zhenyu Yin, Xi-Yuan Zhang, Si-Yuan Zhu: The Research of Decision Information Fusion Algorithm Based on the Fuzzy Neural Networks. 234-240
- Rahib Hidayat Abiyev, Fakhreddin Mamedov, Tayseer Alshanableh: Equalization of Channel Distortion Using Nonlinear Neuro-Fuzzy Network. 241-250
- Qing Li, Yixin Yin, Zhiliang Wang, Guangjun Liu: Comparative Studies of Fuzzy Genetic Algorithms. 251-256
- Rui Liang, Jinwu Gao, Kakuzo Iwamura: Fuzzy Random Dependent-Chance Bilevel Programming with Applications. 257-266
- Yan-Kui Liu, Zhi-Qiang Liu, Ying Liu: Fuzzy Optimization Problems with Critical Value-at-Risk Criteria. 267-274
- Rongrong Sun, Yuanyuan Wang: Atrial Arrhythmias Detection Based on Neural Network Combining Fuzzy Classifiers. 284-292
- Pan Fu, Anthony D. Hope: A Neural-Fuzzy Pattern Recognition Algorithm Based Cutting Tool Condition Monitoring Procedure. 293-300
- Rafik A. Aliev, Rashad R. Aliev, Babek Guirimov, K. Uyar: Recurrent Fuzzy Neural Network Based System for Battery Charging. 307-316
- Ching-Hung Lee, Yu-Ching Lin: Type-2 Fuzzy Neuro System Via Input-to-State-Stability Approach. 317-327
- Tzu-Ping Kao, Chun-Chang Yu, Ting-Yu Chen, Jeen-Shing Wang: Hardware Design of an Adaptive Neuro-fuzzy Network with On-Chip Learning Capability. 336-345
- Shufeng Wang, Gengfeng Wu, Jianguo Pan: A Hybrid Rule Extraction Method Using Rough Sets and Neural Networks. 352-361
- Rui Bai, Tianyou Chai, Enjie Ma: A Novel Approach for Extraction of Fuzzy Rules Using the Neuro-fuzzy Network and Its Application in the Blending Process of Raw Slurry. 362-370
Training and Learning Algorithms for Neural Networks
- Yong Liang, Kwong-Sak Leung, Zongben Xu: Neural Network Training Using Genetic Algorithm with a Novel Binary Encoding. 371-380
- Benyong Liu, Jing Zhang, Xiaowei Chen: Adaptive Training of a Kernel-Based Representative and Discriminative Nonlinear Classifier. 381-390
- Francisco Cruz, Gonzalo Acuña, Francisco A. Cubillos, Vicente Moreno, Danilo Bassi: Indirect Training of Grey-Box Models: Application to a Bioprocess. 391-397
- Jun-Seok Lim, Koeng-Mo Sung: FNN (Feedforward Neural Network) Training Method Based on Robust Recursive Least Square Method. 398-405
- Fengzhan Tian, Haisheng Li, Zhihai Wang, Jian Yu: Learning Bayesian Networks Based on a Mutual Information Scoring Function and EMI Method. 414-423
- Song Gao, Qinkun Xiao, Quan Pan, Qingguo Li: Learning Dynamic Bayesian Networks Structure Based on Bayesian Optimization Algorithm. 424-431
- D. L. Yu, T. K. Chang, D. W. Yu: An On-Line Learning Algorithm of Parallel Mode for MLPN Models. 432-437
- Zeng-Shun Zhao, Zeng-Guang Hou, Min Tan, An-Min Zou: An Robust RPCL Algorithm and Its Application in Clustering of Visual Features. 438-447
- Jin Tian, Minqiang Li, Fuzan Chen: An Evolutionary RBFNN Learning Algorithm for Complex Classzification Problems. 448-456
- Jinyuan Shen, Huaiyu Fan, Shengjiang Chang: Stock Index Prediction Based on Adaptive Training and Pruning Algorithm. 457-464
- Zhiqiang Zhang, Zheng Tang, GuoFeng Tang, Catherine Vairappan, XuGang Wang, RunQun Xiong: An Improved Algorithm for Eleman Neural Network by Adding a Modified Error Function. 465-473
- Kang Li, Jian Xun Peng, Minrui Fei, Xiaoou Li, Wen Yu: Integrated Analytic Framework for Neural Network Construction. 483-492
Neural Networks Structures
- James Kozloski, Guillermo A. Cecchi, Charles C. Peck, A. Ravishankar Rao: Topographic Infomax in a Neural Multigrid. 500-509
- Chenggong Zhang, Zhang Yi: An Artificial Immune Network Model Applied to Data Clustering and Classification. 526-533
- Zhong Zhang, Takuma Akiduki, Tetsuo Miyake, Takashi Imamura: Multi-Valued Cellular Neural Networks and Its Application for Associative Memory. 542-551
- A. Ravishankar Rao, Guillermo A. Cecchi, Charles C. Peck, James Kozloski: Emergence of Topographic Cortical Maps in a Parameterless Local Competition Network. 552-561
- Ashique Mahmood, Sadia Sharmin, Debjanee Barua, Md. Monirul Islam: Graph Matching Recombination for Evolving Neural Networks. 562-568
- Qiuxiang Deng, Zhigang Zeng: Implementation of Multi-valued Logic Based on Bi-threshold Neural Networks. 575-582
- Wangmeng Zuo, Kuanquan Wang, David Zhang, Feng Yue: Iteratively Reweighted Fitting for Reduced Multivariate Polynomial Model. 583-592
- Ricardo de A. Araújo, Robson P. de Sousa, Tiago A. E. Ferreira: An Intelligent Hybrid Approach for Designing Increasing Translation Invariant Morphological Operators for Time Series Forecasting. 602-611
- Shihong Yue, Miaomiao Wei, Yi Li, Xiuxiu Wang: Ordering Grids to Identify the Clustering Structure. 612-619
- Omar U. Flórez-Choque, Ernesto Cuadros-Vargas: An Improve to Human Computer Interaction, Recovering Data from Databases Through Spoken Natural Language. 620-629
- Lei Yang, Jiuqiang Han: Novel Shape-From-Shading Methodology with Specular Reflectance Using Wavelet Networks. 646-655
- Li-Chao Chen, Wei Zhang, Ying-Jun Zhang, Bin Ye, Li-Hu Pan, Jing Li: Attribute Reduction Based on Bi-directional Distance Correlation and Radial Basis Network. 656-663
- Yunfeng Wu, S. C. Ng: Unbiased Linear Neural-Based Fusion with Normalized Weighted Average Algorithm for Regression. 664-670
- Peng Guan, Yaoliang Yu, Liming Zhang: Discriminant Analysis with Label Constrained Graph Partition. 671-679
- Xiaomao Liu, Shujuan Cao, Junbin Gao, Jun Zhang: The Kernelized Geometrical Bisection Methods. 680-688
- Risheng Han, Zhongliang Jing, Gang Xiao: Probabilistic Motion Switch Tracking Method Based on Mean Shift and Double Model Filters. 705-714
Neural Networks for Pattern Recognition
- Ho Joon Kim, Joseph S. Lee, Hyun Seung Yang: Human Action Recognition Using a Modified Convolutional Neural Network. 715-723
- Jiyun Yang, Xiaofeng Liao, Shaojiang Deng, Miao Yu, Hongying Zheng: Neural Networks Based Image Recognition: A New Approach. 724-729
- Joung Woo Ryu, Cheonshu Park, Joo-Chan Sohn: Human Touching Behavior Recognition Based on Neural Networks. 730-739
- Guoqiang Wang, Zongying Ou, Fan Ou, Dianting Liu, Feng Han: Kernel Fisher NPE for Face Recognition. 740-745
- Wei-Ming Tong, Xue-Lei Song: A Parallel RBFNN Classifier Based on S-Transform for Recognition of Power Quality Disturbances. 746-755
- Kwang-Baek Kim, Choong Shik Park, Young Woon Woo: Recognition of Car License Plates Using Morphological Features, Color Information and an Enhanced FCM Algorithm. 756-764
- Xuexia Wang, Zhilu Wu, Yaqin Zhao, Guanghui Ren: Modified ART2A-DWNN for Automatic Digital Modulation Recognition. 765-771
- Jun Liu, Xiyue Huang, Yong Chen, Naishuai He: Target Recognition of FLIR Images on Radial Basis Function Neural Network. 772-777
- Daoqiang Zhang: Two-Dimensional Bayesian Subspace Analysis for Face Recognition. 778-784
- Hong-Dar Lin, Chung-Yu Chung: A Wavelet-Based Neural Network Applied to Surface Defect Detection of LED Chips. 785-792
- Chuan-Min Zhai, Ji-Xiang Du: Graphic Symbol Recognition of Engineering Drawings Based on Multi-Scale Autoconvolution Transform. 793-800
- Rajinda Senaratne, David Hardy, Bill Vanderaa, Saman K. Halgamuge: Driver Fatigue Detection by Fusing Multiple Cues. 801-809
- Li Shang, Feng-Wen Cao, Zhiqiang Zhao, Jie Chen, Yu Zhang: Palmprint Recognition Using a Novel Sparse Coding Technique. 810-818
- Ji-Xiang Du, Chuan-Min Zhai, Yuanyuan Wan: Radial Basis Probabilistic Neural Networks Committee for Palmprint Recognition. 819-824
- João Luís Garcia Rosa: A Connectionist Thematic Grid Predictor for Pre-parsed Natural Language Sentences. 825-834
- Israel Román-Godínez, Itzamá López-Yáñez, Cornelio Yáñez-Márquez: Perfect Recall on the Lernmatrix. 835-841
- Yanwen Li, Meng Li, Yinghua Lu, Ming Yang, Chunguang Zhou: A New Text Detection Approach Based on BP Neural Network for Vehicle License Plate Detection in Complex Background. 842-850
- Jun Miao, Laiyun Qing, Lijuan Duan, Wen Gao: Searching Eye Centers Using a Context-Based Neural Network. 851-860
- Biyin Zhang, Tianxu Zhang, Kun Zhang: A Fast New Small Target Detection Algorithm Based on Regularizing Partial Differential Equation in IR Clutter. 861-870
- Taeho Jo, Malrey Lee: The Evaluation Measure of Text Clustering for the Variable Number of Clusters. 871-879
- Seongseob Hwang, Sungzoon Cho: Clustering-Based Reference Set Reduction for k-Nearest Neighbor. 880-888
- Xue Mei, Liangzheng Xia, Jiuxian Li: A Contourlet-Based Method for Wavelet Neural Network Automatic Target Recognition. 889-895
- Shuang Xu, Yunde Jia, Youdong Zhao: Facial Expression Analysis on Semantic Neighborhood Preserving Embedding. 896-904
- Jun-Bao Li, Jeng-Shyang Pan, Shu-Chuan Chu: Face Recognition from a Single Image per Person Using Common Subfaces Method. 905-912
SOMs, ICA/PCA
- Xinzheng Xu, Wenhua Zeng, Zuopeng Zhao: A Structural Adapting Self-organizing Maps Neural Network. 913-920
- Abir Jaafar Hussain, Dhiya Al-Jumeily: How Good Is the Backpropogation Neural Network Using a Self-Organised Network Inspired by Immune Algorithm (SONIA) When Used for Multi-step Financial Time Series Prediction? 921-930
- Kun Wang, Liqun Gao, Zhaoyu Pian, Li Guo, Jianhua Wu: Edge Detection Combined Entropy Threshold and Self-Organizing Map (SOM). 931-937
- Chaoxin Zheng, Khurshid Ahmad, Aideen Long, Yuri Volkov, Anthony Davies, Dermot Kelleher: Hierarchical SOMs: Segmentation of Cell-Migration Images. 938-946
- Yong Feng, Jiang Zhong, Zhongyang Xiong, Chunxiao Ye, Kaigui Wu: Network Anomaly Detection Based on DSOM and ACO Clustering. 947-955
- Janusz A. Starzyk, Mingwei Ding, Yinyin Liu: Hybrid Pipeline Structure for Self-Organizing Learning Array. 956-964
- Songyuan Tang, Yongtian Wang, Yen-Wei Chen: The Application of ICA to the X-Ray Digital Subtraction Angiography. 979-984
- Cheng-Lin Wen, Jing Hu, Tian-Zhen Wang: Relative Principle Component and Relative Principle Component Analysis Algorithm. 985-993
- Cheng-lin Wen, Shao-hui Fan, Zhi-guo Chen: The Hybrid Principal Component Analysis Based on Wavelets and Moving Median Filter. 994-1001
- Xuexiang Jin, Yi Zhang, Danya Yao: Simultaneously Prediction of Network Traffic Flow Based on PCA-SVR. 1022-1031
- Zhaoshui He, Andrzej Cichocki: An Efficient K -Hyperplane Clustering Algorithm and Its Application to Sparse Component Analysis. 1032-1041
- Mingyong Ding, Congde Lu, Yunsong Lin, Ling Tong: Symmetry Based Two-Dimensional Principal Component Analysis for Face Recognition. 1048-1055
- Yaobo Li, Zhiliang Ren, Gong Chen, Changcun Sun: A Method Based on ICA and SVM/GMM for Mixed Acoustic Objects Recognition. 1056-1064
- Hua Yan, Ju Liu, Jiande Sun, Xinghua Sun: ICA Based Super-Resolution Face Hallucination and Recognition. 1065-1071
- Jie Xing, Deyun Xiao, Jiaxiang Yu: Principal Component Analysis Based Probability Neural Network Optimization. 1072-1080
- Jingdan Zhang, Dao-Qing Dai: A Multi-scale Dynamically Growing Hierarchical Self-organizing Map for Brain MRI Image Segmentation. 1081-1089
Biomedical Applications
- Jaegu Song, Seoksoo Kim: A Study on How to Classify the Security Rating of Medical Information Neural Network. 1090-1096
- Zheng Yin, Xiaobo Zhou, Honghui Wang, Youxian Sun, Stephen T. C. Wong: Detecting Biomarkers for Major Adverse Cardiac Events Using SVM with PLS Feature Selection and Extraction. 1097-1106
- Vitoantonio Bevilacqua, Cosimo G. de Musso, Filippo Menolascina, Giuseppe Mastronardi, Antonio Pedone: Hybrid Systems and Artificial Immune Systems: Performances and Applications to Biomedical Research. 1107-1114
- Erich Schikuta, Paul Glantschnig: NeuroOracle: Integration of Neural Networks into an Object-Relational Database System. 1115-1124
- Qi Zhang, Yuanyuan Wang, Weiqi Wang, Jianying Ma, Juying Qian, Junbo Ge: Discrimination of Coronary Microcirculatory Dysfunction Based on Generalized Relevance LVQ. 1125-1132
- Chenwei Jiang, Jie-Ming Ma, Bin Wang, LiMing Zhang: Multiple Signal Classification Based on Genetic Algorithm for MEG Sources Localization. 1133-1139
- Xia Zheng, Xiaobo Zhou, Youxian Sun, Stephen T. C. Wong: Registration of 3D FMT and CT Images of Mouse Via Affine Transformation with Bayesian Iterative Closest Points. 1140-1149
- Marco Mora, Mary Carmen Jarur, Daniel Sbarbaro, Leopoldo Pavesi: Automatic Diagnosis of Foot Plant Pathologies: A Neural Networks Approach. 1150-1158
- Guangcheng Xi, Jianxin Chen: Phase Transitions Caused by Threshold in Random Neural Network and Its Medical Applications. 1159-1167
- Lisha Sun, Guoliang Chang, Patch Beadle: Multiresolution of Clinical EEG Recordings Based on Wavelet Packet Analysis. 1168-1176
- M. S. Hane Aung, Paulo J. G. Lisboa, Terence A. Etchells, Antonia C. Testa, Ben Van Calster, Sabine Van Huffel, Lil Valentin, Dirk Timmerman: Comparing Analytical Decision Support Models Through Boolean Rule Extraction: A Case Study of Ovarian Tumour Malignancy. 1177-1186
- Dongjun Kim, Seungjin Woo, Jeongwhan Lee, Kyeongseop Kim: Human Sensibility Evaluation Using Neural Network and Multiple-Template Method on Electroencephalogram (EEG). 1187-1193
- Shunshoku Kanae, Zi-Jiang Yang, Kiyoshi Wada: A Decision Method for Air-Pressure Limit Value Based on the Respiratory Model with RBF Expression of Elastance. 1194-1201
- Lingmei Ai, Jue Wang, Liyu Huang, Xuelian Wang: Hand Tremor Classification Using Bispectrum Analysis of Acceleration Signals and Back-Propagation Neural Network. 1202-1210
- Yaou Zhao, Yuehui Chen, Xueqin Zhang: A Novel Ensemble Approach for Cancer Data Classification. 1211-1220
- A. K. M. A. Baten, Saman K. Halgamuge, Bill C. H. Chang, Nalin Wickramarachchi: Biological Sequence Data Preprocessing for Classification: A Case Study in Splice Site Identification. 1221-1230
- Dongmei Liu, Zhaoxia Wang: A Method of X-Ray Image Recognition Based on Fuzzy Rule and Parallel Neural Networks. 1231-1239
- Seong-Joon Baek, Aaron Park, Sangki Kang, Yonggwan Won, Jin Young Kim, Seung You Na: Detection of Basal Cell Carcinoma Based on Gaussian Prototype Fitting of Confocal Raman Spectra. 1240-1247
- Zhuo Song, Ning Zhang, Zhuo Yang, Tao Zhang: Prediction of Helix, Strand Segments from Primary Protein Sequences by a Set of Neural Networks. 1248-1253
- Haijun Wang, Yaping Lin, Xinguo Lu, Yalin Nie: A Novel EPA-KNN Gene Classification Algorithm. 1254-1263
- Shu-Xue Zou, Yanxin Huang, Yan Wang, Chengquan Hu, Yanchun Liang, Chunguang Zhou: A Novel Method for Prediction of Protein Domain Using Distance-Based Maximal Entropy. 1264-1272
- Sanqing Hu, Matt Stead, Andrew B. Gardner, Gregory A. Worrell: The Effect of Recording Reference on EEG: Phase Synchrony and Coherence. 1273-1280
- Lingling Chen, Peng Yang, Xiaoyun Xu, Xin Guo, Xueping Zhang: Fuzzy Support Vector Machine for EMG Pattern Recognition and Myoelectrical Prosthesis Control. 1291-1298
- Zhongyu Pang, Derong Liu, Stephen R. Lloyd: Classification of Obstructive Sleep Apnea by Neural Networks. 1299-1308
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last updated on 2013-06-19T203413 by the dblp team