| Description |
1 online resource |
| Series |
Lecture notes in computer science, 0302-9743 ; 7367 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 7367.
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
Attractor Neural Network Combined with Likelihood Maximization Algorithm for Boolean Factor Analysis / Alexander A. Frolov, Dušan Húsek and Pavel Yu. Polyakov -- Pruning Feedforward Neural Network Search Space Using Local Lipschitz Constants / Zaiyong Tang, Kallol Bagchi, Youqin Pan and Gary J. Koehler -- Context FCM-Based Radial Basis Function Neural Networks with the Aid of Fuzzy Clustering / Wook-Dong Kim, Sung-Kwun Oh and Hyun-Ki Kim -- Modeling Spectral Data Based on Mutual Information and Kernel Extreme Learning Machines / Li-Jie Zhao, Jian Tang and Tian-you Chai -- A Hierarchical Neural Network Architecture for Classification / Jing Wang, Haibo He, Yuan Cao, Jin Xu and Dongbin Zhao -- Discrete-Time ZNN Algorithms for Time-Varying Quadratic Programming Subject to Time-Varying Equality Constraint / Zhende Ke, Yiwen Yang and Yunong Zhang -- Patch Processing for Relational Learning Vector Quantization / Xibin Zhu, Frank-Michael Schleif and Barbara Hammer -- A Neural Network Model for Currency Arbitrage Detection / Zheng Zhang -- A Rank Reduced Matrix Method in Extreme Learning Machine / Shuxia Lu, Guiqiang Zhang and Xizhao Wang -- Research of Dynamic Load Identification Based on Extreme Learning Machine / Wentao Mao, Mei Tian, Guirong Yan and Xianfang Wang -- Fuzzy Relation-Based Polynomial Neural Networks Based on Hybrid Optimization / Wei Huang and Sung-Kwun Oh -- Time-Varying Moore-Penrose Inverse Solving Shows Different Zhang Functions Leading to Different ZNN Models / Yunong Zhang, Yunjia Xie and Hongzhou Tan -- A Multi-object Segmentation Algorithm Based on Background Modeling and Region Growing / Kun Zhang, Cuirong Wang and Baoyan Wang -- Reflectance Estimation Using Local Regression Methods / Wei-Feng Zhang, Peng Yang, Dao-Qing Dai and Arye Nehorai -- Applying a Novel Decision Rule to the Semi-supervised Clustering Method Based on One-Class SVM / Lei Gu -- State Estimation of Markovian Jump Neural Networks with Mixed Time Delays / He Huang and Xiaoping Chen |
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Lattice Boltzmann Model for Nonlinear Heat Equations / Qiaojie Li, Zhoushun Zheng, Shuang Wang and Jiankang Liu -- A Modified One-Layer Spiking Neural Network Involves Derivative of the State Function at Firing Time / Wenyu Yang, Jie Yang and Wei Wu -- Modeling and Monitoring of Multimodes Process / Yingwei Zhang and Chuang Wang -- Data-Based Modeling and Monitoring for Multimode Processes Using Local Tangent Space Alignment / Yingwei Zhang and Hailong Zhang -- Modeling Rate-Dependent and Thermal-Drift Hysteresis through Preisach Model and Neural Network Optimization Approach / Shunli Xiao and Yangmin Li -- The Neuron's Modeling Methods Based on Neurodynamics / Xiaoying He, Yueping Peng and Haiqing Gao -- Stability Analysis of Multiple Equilibria for Recurrent Neural Networks / Yujiao Huang, Huaguang Zhang, Zhanshan Wang and Mo Zhao -- Addressing the Local Minima Problem by Output Monitoring and Modification Algorithms / Sin-Chun Ng, Chi-Chung Cheung, Andrew kwok-fai Lui and Hau-Ting Tse -- Stability Analysis and Hopf-Type Bifurcation of a Fractional Order Hindmarsh-Rose Neuronal Model / Min Xiao -- Study on Decision Algorithm of Neurons' Synchronization Based on Neurodynamics / Xiaoying He and Yueping Peng -- The SMC Approach to Global Synchronization of the Cellular Neural Networks with Multi-delays and Distributed Delays / Guoliang Cai, Qin Yao and Xianbin Wu -- A Novel Feature Sparsification Method for Kernel-Based Approximate Policy Iteration / Zhenhua Huang, Chunming Liu, Xin Xu, Chuanqiang Lian and Jun Wu -- Quasi-synchronization of Different Fractional-Order Chaotic Systems with External Perturbations and Its Application / Zhen Zhang and Haijun Jiang -- Synchronization of Complex Interconnected Neural Networks with Adaptive Coupling / Zhanshan Wang, Yongbin Zhao and Shuxian Lun -- Quasi-synchronization of Delayed Coupled Networks with Non-identical Discontinuous Nodes / Xiaoyang Liu and Wenwu Yu -- Hybrid Synchronization of Two Delayed Systems with Uncertain Parameters / Zhen Zheng, Manchun Tan and Qunfang Wang |
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Adaptive Projective Synchronization and Function Projective Synchronization of Chaotic Neural Networks with Delayed and Non-delayed Coupling / Guoliang Cai, Hao Ma and Yuxiu Li -- Global Asymptotic Synchronization of Coupled Interconnected Recurrent Neural Networks via Pinning Control / Zhanshan Wang, Dakai Zhou, Dongsheng Ma and Shuxian Lun -- Mean Square Stability of Stochastic Impulsive Genetic Regulatory Networks with Mixed Time-Delays / Zhanheng Chen and Haijun Jiang -- Mesh Exponential Stability of Look-Ahead Vehicle Following System with Time Delays / Qiankun Song and Jiye Zhang -- Global Dissipativity of Neural Networks with Time-Varying Delay and Leakage Delay / Zhenjiang Zhao and Qiankun Song -- Novel Results on Mesh Stability for a Class of Vehicle Following System with Time Delays / Qiankun Song and Jiye Zhang -- Robust Stability Analysis of Fuzzy Cohen-Grossberg Neural Networks with Mixed Time-Varying Delay / Yougang Wang and Deyou Liu -- Adaptive Stochastic Robust Convergence of Neutral-Type Neural Networks with Markovian Jump Parameters / Cheng-De Zheng, Chao-Ke Gong and Zhanshan Wang -- A New Global Asymptotic Stability of Cellular Neural Network with Time-Varying Discrete and Distributed Delays / Lin Zhu -- Localizing Sources of Brain Activity Relevant to Motor Imagery Brain-Computer Interface Performance, Using Individual Head Geometry / Alexander A. Frolov, Dušan Húsek, Pavel D. Bobrov, Alexey Korshakov and Lyudmila Chernikova, et al. -- Clustering Social Networks Using Interaction Semantics and Sentics / Praphul Chandra, Erik Cambria and Amir Hussain -- Ontology-Based Semantic Affective Tagging / Marco Grassi and Francesco Piazza -- Dominance Detection in a Reverberated Acoustic Scenario / Emanuele Principi, Rudy Rotili, Martin Wöllmer, Stefano Squartini and Björn Schuller -- Analysis of Attention Deficit Hyperactivity Disorder and Control Participants in EEG Using ICA and PCA / Ling Zou, Hui Pu, Qi Sun and Wenjin Su |
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A Systematic Independent Component Analysis Approach to Extract Mismatch Negativity / Fengyu Cong, Aleksandr Aleksandrov, Veronika Knyazeva, Tatyana Deinekina and Tapani Ristaniemi -- A Study of Sickness Induced by Perceptual Conflict in the Elderly within a 3D Virtual Store and Avoidance / Cheng-Li Liu -- A Co-adaptive Training Paradigm for Motor Imagery Based Brain-Computer Interface / Bin Xia, Qingmei Zhang, Hong Xie, Shihua Li and Jie Li, et al. -- Overcoming the Local-Minimum Problem in Training Multilayer Perceptrons with the NRAE Training Method / James Ting-Ho Lo, Yichuan Gui and Yun Peng -- Magnified Gradient Function to Improve First-Order Gradient-Based Learning Algorithms / Sin-Chun Ng, Chi-Chung Cheung, Andrew kwok-fai Lui and Shensheng Xu -- Sensitivity Analysis with Cross-Validation for Feature Selection and Manifold Learning / Cuixian Chen, Yishi Wang, Yaw Chang and Karl Ricanek -- Selective Ensemble of Support Vector Data Descriptions for Novelty Detection / Hong-Jie Xing and Xue-Fang Chen -- Tutorial and Selected Approaches on Parameter Learning in Bayesian Network with Incomplete Data / Mohamed Ali Mahjoub, Abdessalem Bouzaiene and Nabil Ghanmy -- Selective Ensemble Modeling Parameters of Mill Load Based on Shell Vibration Signal / Jian Tang, Li-Jie Zhao, Jia Long, Tian-you Chai and Wen Yu -- Selective Weight Update Rule for Hybrid Neural Network / Yoshitsugu Kakemoto and Shinichi Nakasuka -- Applying Ensemble Learning Techniques to ANFIS for Air Pollution Index Prediction in Macau / Kin Seng Lei and Feng Wan -- A PSO-SVM Based Model for Alpha Particle Activity Prediction Inside Decommissioned Channels / Mingzhe Liu, Xianguo Tuo, Jun Ren, Zhe Li and Lei Wang, et al. -- Training Pool Selection for Semi-supervised Learning / Jian Ge, Tinghuai Ma, Qiaoqiao Yan, Yonggang Yan and Wei Tian |
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A Rapid Sparsification Method for Kernel Machines in Approximate Policy Iteration / Chunming Liu, Zhenhua Huang, Xin Xu, Lei Zuo and Jun Wu -- Computational Properties of Cyclic and Almost-Cyclic Learning with Momentum for Feedforward Neural Networks / Jian Wang, Wei Wu and Jacek M. Zurada -- A Hybrid Evolving and Gradient Strategy for Approximating Policy Evaluation on Online Critic-Actor Learning / Jian Fu, Haibo He, Huiying Li and Qing Liu -- Preventing Error Propagation in Semi-supervised Learning / Thiago C. Silva and Liang Zhao -- An Incremental Approach to Support Vector Machine Learning / Jing Jin -- Multi-phase Fast Learning Algorithms for Solving the Local Minimum Problem in Feed-Forward Neural Networks / Chi-Chung Cheung, Sin-Chun Ng and Andrew kwok-fai Lui -- Skull-Closed Autonomous Development: Object-Wise Incremental Learning / Yuekai Wang, Xiaofeng Wu and Juyang Weng -- MaxMin-SOMO: An SOM Optimization Algorithm for Simultaneously Finding Maximum and Minimum of a Function / Wu Wei and Atlas Khan -- Hybrid Algorithm Based on Particle Swarm Optimization and Artificial Fish Swarm Algorithm / Jingqing Jiang, Yuling Bo, Chuyi Song and Lanying Bao -- The High Degree Seeking Algorithms with k Steps for Complex Networks / Minyu Feng, Hong Qu, Yi Xu and Xing Ke -- Improved PSO Algorithm with Harmony Search for Complicated Function Optimization Problems / Jian Yu and Ping Guo -- An Improved Chaotic Ant Colony Algorithm / Hongru Li, Shuzhuo Wang and Mengfan Ji -- A Game Based Approach for Sharing the Data Center Network / Ying Yuan, Cui-rong Wang and Cong Wang -- Optimal Task and Energy Scheduling in Dynamic Residential Scenarios / Francesco De Angelis, Matteo Boaro, Danilo Fuselli, Stefano Squartini and Francesco Piazza, et al. -- Biogeography Based Optimization for Multi-Knapsack Problems / Hongwei Mo, Zhenzhen Li and Lulin Zhang -- MRKDSBC: A Distributed Background Modeling Algorithm Based on MapReduce / Cong Wan, Cuirong Wang and Kun Zhang |
| Summary |
The two-volume set LNCS 7367 and 7368 constitutes the refereed proceedings of the 9th International Symposium on Neural Networks, ISNN 2012, held in Shenyang, China, in July 2012. The 147 revised full papers presented were carefully reviewed and selected from numerous submissions. The contributions are structured in topical sections on mathematical modeling; neurodynamics; cognitive neuroscience; learning algorithms; optimization; pattern recognition; vision; image processing; information processing; neurocontrol; and novel applications |
| Analysis |
Computer science |
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Computer software |
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Artificial intelligence |
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Computer vision |
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Optical pattern recognition |
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Computation by Abstract Devices |
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Pattern Recognition |
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Image Processing and Computer Vision |
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Mathematical Logic and Formal Languages |
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Algorithm Analysis and Problem Complexity |
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computerwetenschappen |
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computer sciences |
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beeldverwerking |
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image processing |
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machine vision |
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patroonherkenning |
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algoritmen |
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algorithms |
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computeranalyse |
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computer analysis |
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kunstmatige intelligentie |
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wiskunde |
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mathematics |
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logica |
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logic |
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computational science |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references and author index |
| Subject |
Neural networks (Computer science) -- Congresses
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Informatique.
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Neural networks (Computer science)
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Wang, Jun
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Yen, Gary G
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Polycarpou, Marios
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| ISBN |
9783642313462 |
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3642313469 |
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