| Computational Neuroscience |
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Single Trial Evoked Potentials Study during an Emotional Processing Based on Wavelet Transform |
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1 | |
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Ling Zou, Renlai Zhou, Senqi Hu, Jing Zhang, and Yansong Li |
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Robust Speaker Modeling Based on Constrained Nonnegative Tensor Factorization |
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11 | |
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Qiang Wu, Liqing Zhang, and Guangchuan Shi |
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A Hypothesis on How the Neocortex Extracts Information for Prediction in Sequence Learning |
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21 | |
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MENN Method Applications for Stock Market Forecasting |
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30 | |
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Guangfeng Jia, Yuehui Chen, and Peng Wu |
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New Chaos Produced from Synchronitation of Chaotic Neural Networks |
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40 | |
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A Two Stage Energy Model Exhibiting Selectivity to Changing Disparity |
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47 | |
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Xiaojiang Guo and Bertram E. Shi |
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A Feature Extraction Method Based on Wavelet Transform and NMFs |
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55 | |
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Suwen Zhang, Wanyin Deng, and Dandan Miao |
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| Cognitive Science |
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Similarity Measures between Connection Numbers of Set Pair Analysis |
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63 | |
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Junjie Yang, Jianzhong Zhou, Li Liu, Yinghai Li, and Zhengjia Wu |
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Temporal Properties of Illusory-Surface Perception Probed with Poggendorff Configuration |
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69 | |
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Qin Wang and Marsanori Idesawa |
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Interval Self-Organizing Map for Nonlinear System Identification and Control |
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78 | |
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Luzhou Liu, Jian Xiao, and Long Yu |
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A Dual-Mode Learning Mechanism Combining Knowledge-Education and Machine-Learning |
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87 | |
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Yichang Chen and Anpin Chen |
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The Effect of Task Relevance on Electrophysiological Response to Emotional Stimuli |
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97 | |
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Baolin Liu, Shuai Xin, Zhixing Jin, Xiaorong Gao, Shangkai Gao, Renxin Chu, Yongfeng Huang, and Beixing Deng |
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A Detailed Study on the Modulation of Emotion Processing by Spatial Location |
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107 | |
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Baolin Liu, Shuai Xin, Zhixing Jin, Xiaorong Gao, Shangkai Gao, Renxin Chu, Beixing Deng, and Yongfeng Huang |
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| Mathematical Modeling of Neural Systems |
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MATLAB Simulation and Comparison of Zhang Neural Network and Gradient Neural Network for Time-Varying Lyapunov Equation Solving |
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117 | |
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Yunong Zhang, Shuai Yu e, Ke Chen, and Chenfu Yi |
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Improved Global Exponential Stability Criterion for BAM Neural Networks with Time-Varying Delays |
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128 | |
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Yonggang Chen and Tiheng Qin |
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Global Exponential Stability and Periodicity of CNNs with Time-Varying Discrete and Distributed Delays |
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138 | |
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Shengle Fang, Minghui Jiang, and Wenfang |
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Estimation of Value-at-Risk for Exchange Risk Via Kernel Based Nonlinear Ensembled Multi Scale Model |
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148 | |
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Kaijian He, Chi Xie, and Kinkeung Lai |
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Delay-Dependent Global Asymptotic Stability in Neutral-Type Delayed Neural Networks with Reaction-Diffusion Terms |
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158 | |
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Jianlong Qiu, Yinlai „fin, and Qingyu Zheng |
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Discrimination of Reconstructed Milk in Raw Milk by Combining Near Infrared Spectroscopy with Biomimetic Pattern Recognition |
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168 | |
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Ming Sun, Qigao Feng, Dong An, Yaoguang Wei, Jibo Si, and Longsheng Fu |
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Data Fusion Based on Neural Networks and Particle Swarm Algorithm and Its Application in Sugar Boiling |
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176 | |
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Yanmei Meng, Sijie Yan, Zhihong Tang, Yuanling Chen, and Jingneng Liu |
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Asymptotic Law of Likelihood Ratio for Multilayer Perceptron Models |
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186 | |
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An On-Line Learning Radial Basis Function Network and Its Application |
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196 | |
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Nini Wang, Xiaodong Liu, and Jianchuan Yin |
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A Hybrid Model of Partial Least Squares and RBF Neural Networks for System Identification |
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204 | |
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Nini Wang, Xiaodong Liu, and Jianchuan Yin |
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Nonlinear Complex Neural Circuits Analysis and Design by q-Value Weighted Bounded Operator |
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212 | |
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Fuzzy Hyperbolic Neural Network Model and Its Application in Hinfinity Filter Design |
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222 | |
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Shuxian Lun, Zhaozheng Guo, and Huaguang Zhang |
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On the Domain Attraction of Fuzzy Neural Networks |
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231 | |
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Tingwen Huang, Xiaofeng Liao, and Hui Huang |
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CG-M-FOCUSS and Its Application tso Distributed Compressed Sensing |
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237 | |
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Zhaoshui He, Andrzej Cichocki, Rafal Zdunek, and Jianting Cao |
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Dynamic of Cohen-Grossberg Neural Networks with Variable Coefficients and Time-Varying Delays |
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246 | |
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Xuehui Mei and Haijun Jiang |
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Permutation Free Encoding Technique for Evolving Neural Networks |
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255 | |
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Anupam Das, Md. Shohrab Hossain, Saeed Muhammad Abdullah, and Rashed Ul Islam |
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Six-Element Linguistic Truth-Valued Intuitionistic Reasoning in Decision Making |
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266 | |
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Li Zou, Wenjiang Li, and Yang Xu |
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A Sequential Learning Algorithm for RBF Networks with Application to Ship Inverse Control |
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275 | |
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| Stability and Nonlinear Analysis |
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Implementation of Neural Network Learning with Minimum L1-Norm Criteria in Fractional Order Non-gaussian Impulsive Noise Environments |
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283 | |
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Stability of Neural Networks with Parameters Disturbed by White Noises |
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291 | |
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Wuyi Zhang and Wudai Liao |
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Neural Control of Uncertain Nonlinear Systems with Minimum Control Effort |
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299 | |
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Dingguo Chen, Jiaben Yang, and Ronald R. Mohler |
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Three Global Exponential Convergence Results of the GPNN for Solving Generalized Linear Variational Inequalities |
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309 | |
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Xiaolin Hu, Zhigang Zeng, and Bo Zhang |
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Disturbance Attenuating Controller Design for a Class of Nonlinear Systems with Unknown Time-Delay |
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319 | |
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Stability Criteria with Less Variables for Neural Networks with Time-Varying Delay |
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330 | |
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Tao Li, Xiaoling Ye, and Yingchao Zhang |
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Robust Stability of Uncertain Neural Networks with Time-Varying Delays |
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338 | |
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Wei Feng, Haixia Wu, and Wei Zhang |
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Novel Coupled Map Lattice Model for Prediction of EEG Signal |
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347 | |
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Minfen Shen, Lanxin Lin, and Guoliang Chang |
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Adaptive Synchronization of Delayed Chaotic Systems |
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357 | |
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Lidan Wang and Shukai Duan |
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| Feedforward and Fuzzy Neural Networks |
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Research on Fish Intelligence for Fish Trajectory Prediction Based on Neural Network |
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364 | |
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Yanmin Xue, Hongzhao Liu, Xiaohui Zhang, and Mamoru Minami |
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A Hybrid MCDM Method for Route Selection of Multimodal Transportation Network |
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374 | |
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Function Approximation by Neural Networks |
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384 | |
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Robot Navigation Based on Fuzzy RL Algorithm |
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391 | |
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Yong Duan, Baoxia Cui, and Huaiqing Yang |
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Nuclear Reactor Reactivity Prediction Using Feed Forward Artificial Neural Networks |
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400 | |
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Shan Jiang, Christopher C. Pain, Jonathan N. Carter, Ahmet K. Ziver, Matthew D. Eaton, Anthony J.H. Goddard, Simon J. Franklin, and Heather J. Phillips |
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Active Noise Control Using a Feedforward Network with Online Sequential Extreme Learning Machine |
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410 | |
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Qizhi Zhang and Yali Zhou |
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| Probabilistic Methods |
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A Probabilistic Method to Estimate Life Expectancy of Application Software |
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417 | |
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Shengzhong Yuan and Hong He |
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Particle Filter with Improved Proposal Distribution for Vehicle Tracking |
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422 | |
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Huaping Liu and Fuchun Sun |
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Cluster Selection Based on Coupling for Gaussian Mean Fields |
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432 | |
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Yarui Chen and Shizhong Liao |
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Multiresolution Image Fusion Algorithm Based on Block Modeling and Probabilistic Model |
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442 | |
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Chenglin Wen and Jingli Gao |
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An Evolutionary Approach for Vector Quantization Codebook Optimization |
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452 | |
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Carlos R.B. Azevedo, Esdras L. Bispo Junior, Tiago A.E. Ferreira, Francisco Madeiro, and Marcelo S. Alencar |
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Kernel-Based Text Classification on Statistical Manifold |
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462 | |
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Shibin Zhou, Shidong Feng, and Yushu Liu |
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A Boost Voting Strategy for Knowledge Integration and Decision Making |
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472 | |
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Haibo He, Yuan Cao, Jinyu Wen, and Shijie Cheng |
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| Supervised Learning |
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A New Strategy for Pridicting Eukaryotic Promoter Based on Feature Boosting |
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482 | |
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Shuanhu Wu, Qingshang Zeng, Yinbin Song, Lihong Wang, and Yanjie Zhang |
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Searching for Interacting Features for Spam Filtering |
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491 | |
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Chuanliang Chen, Yunchao Gong, Rongfang Bie, and Xiaozhi Gao |
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Structural Support Vector Machine |
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501 | |
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Hui Xue, Songcan Chen, and Qiang Yang |
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The Turning Points on MLP's Error Surface |
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512 | |
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Parallel Fuzzy Reasoning Models with Ensemble Learning |
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521 | |
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Hiromi Miyajima, Noritaka Shigei, Shinya Fukunioto, and Toshiaki Miike |
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Classification and Dimension Reduction in Bank Credit Scoring System |
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531 | |
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Bohan Liu, Bo Yuan, and Wenhuang Liu |
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Polynomial Nonlinear Integrals |
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539 | |
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JinFeng Wang, KwongSak Leung, KinHong Lee, and Zhenyuan Wang |
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Testing Error Estimates for Regularization and Radial Function Networks |
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549 | |
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Petra Vidnerovd and Roman Neruda |
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| Unsupervised Learning |
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A Practical Clustering Algorithm |
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555 | |
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Wei Li, Haohao Li, and Jianye Chen |
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Concise Coupled Neural Network Algorithm for Principal Component Analysis |
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561 | |
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Lijun Liu, Jun Tic, and Tianshuang Qiu |
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Spatial Clustering with Obstacles Constraints by Hybrid Particle Swarm Optimization with GA Mutation |
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569 | |
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Xueping Zhang, Hui Yin, Hongmei Zhang, and Zhongshan Fan |
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Analysis of the Kurtosis-Sum Objective Function for ICA |
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579 | |
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BYY Harmony Learning on Weibull Mixture with Automated Model Selection |
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589 | |
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A BYY Split-and-Merge EM Algorithm for Gaussian Mixture Learning |
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600 | |
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A Comparative Study on Clustering Algorithms for Multispectral Remote Sensing Image Recognition |
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610 | |
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Lintao Wen, Xinyu Chen, and Ping Guo |
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A Gradient BYY Harmony Learning Algorithm for Straight Line Detection |
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618 | |
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Gang Chen, Lei Li, and Jinwen Ma |
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| Support Vector Machine and Kernel Methods |
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An Estimation of the Optimal Gaussian Kernel Parameter for Support Vector Classification |
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627 | |
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Wenjian Wang and Liang Ma |
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Imbalanced SVM Learning with Margin Compensation |
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636 | |
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Chan- Yun Yang, Jianjun Wang, Jr-Syu Yang, and Guo-Ding Yu |
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Path Algorithms for One-Class SVM |
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645 | |
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Liang Zhou, Fuxin Li, and Yanwu Yang |
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Simulations for American Option Pricing Under a Jump-Diffusion Model: Comparison Study between Kernel-Based and Regression-based Methods |
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655 | |
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Hyun-Joo Lee, Seung-Ho Yang, Gyu-Sik Han, and Jaewook Lee |
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Global Convergence Analysis of Decomposition Methods for Support Vector Regression |
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663 | |
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Jun Guo and Norikazu Takahashi |
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Rotating Fault Diagnosis Based on Wavelet Kernel Principal Component |
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674 | |
|
L. Guo, G.M. Dong, J. Chen, Y. Zhu, and Y.N. Pan |
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Inverse System Identification of Nonlinear Systems Using LSSVM Based on Clustering |
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682 | |
|
Changyin Sun, Chaoxu Mu, and Hua Liang |
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A New Approach to Division of Attribute Space for SVR Based Classification Rule Extraction |
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691 | |
|
Dexian Zhang, Ailing Duan, Yanfeng Fan, and Ziqiang Wang |
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Chattering-Free LS-SVM Sliding Mode Control |
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701 | |
|
Jianning Li, Yibo Zhang, and Haipeng Pan |
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Selection of Gaussian Kernel Parameter for SVM Based on Convex Estimation |
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709 | |
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Changqian Men and Wenjian Wang |
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Multiple Sources Data Fusion Strategies Based on Multi-class Support Vector Machine |
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715 | |
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Luo Zhong, Zhe Li, Zichun Ding, Cuieui Guo, and Huazhu Song |
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A Generic Diffusion Kernel for Semi-supervised Learning |
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723 | |
|
Lei Jia and Shizhong Liao |
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Weighted Hyper-sphere SVM for Hypertext Classification |
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733 | |
|
Shuang Liu and Guoyou Shi |
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Theoretical Analysis of a Rigid Coreset Minimum Enclosing Ball Algorithm for Kernel Regression Estimation |
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741 | |
|
Xunkai Wei and Yinghong Li |
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Kernel Matrix Learning for One-Class Classification |
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753 | |
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Chengqun Wang, Jiangang Lu, Chonghai Hu, and Youxian Sun |
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Structure Automatic Change in Neural Network |
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762 | |
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Han Honggui, Qiao Junfei, and Li Xinyuan |
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| Hybrid Optimisation Algorithms |
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Particle Swarm Optimization for Two-Stage FLA Problem with Fuzzy Random Demands |
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776 | |
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Yankui Liu, Siyuan Shen, and Rui Qin |
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T-S Fuzzy Model Identification Based on Chaos Optimization |
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786 | |
|
Chaoshun Li, Jianzhong Zhou, Xueli An, Yaoyao He, and Hui He |
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ADHDP for the pH Value Control in the Clarifying Process of Sugar Cane Juice |
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796 | |
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Xiaofeng Lin, Shengyong Lei, Chunning Song, Shaojian Song, and Derong Liu |
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Dynamic PSO-Neural Network: A Case Study for Urban Microcosmic Mobile Emission |
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806 | |
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Chaozhong Wu, Chengwei Xu, Xinping Yon, and Jing Gong |
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An Improvement to Ant Colony Optimization Heuristic |
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816 | |
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Youmei Li, Zongben Xu, and Feilong Cao |
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Extension of a Polynomial Time Mehrotra-Type Predictor-Corrector Safeguarded Algorithm to Monotone Linear Complementarity Problems |
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826 | |
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Mingwang Zhang and Yanli Lv |
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QoS Route Discovery of Ad Hoc Networks Based on Intelligence Computing |
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836 | |
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Cong Jin and Shu- Wei Jin |
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Memetic Algorithm-Based Image Watermarking Scheme |
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845 | |
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Qingzhou Zhang, Zigiang Wang, and Dexian Zhang |
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Genetic Algorithm Using a Mixed Crossover Strategy |
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854 | |
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Li-yan Zhuang, Hong-bin Dong, Jing-qing Jiang, and Chu-yi Song |
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Condition Prediction of Hydroelectric Generating Unit Based on Immune Optimized RBFNN |
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864 | |
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Zhong Liu, Shuyun Zou, Shuangquan Liu, Fenghua Jin, and Xuxiang Lu |
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Synthesis of a Hybrid Five-Bar Mechanism with Particle Swarm Optimization Algorithm |
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873 | |
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Robust Model Predictive Control Using a Discrete-Time Recurrent Neural Network |
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883 | |
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A PSO-Based Method for Min-r Approximation of Closed Contour Curves |
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893 | |
|
Bin Wang, Chaojian Shi, and Jing Li |
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| Author Index |
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903 | |
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