| Description |
1 online resource |
| Series |
Lecture notes in computer science, 0302-9743 ; 7368 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 7368.
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
The Pattern Classification Based on Fuzzy Min-max Neural Network with New Algorithm / Dazhong Ma, Jinhai Liu and Zhanshan Wang -- Multi-class Classification with One-Against-One Using Probabilistic Extreme Learning Machine / Li-jie Zhao, Tian-you Chai, Xiao-kun Diao and De-cheng Yuan -- Similarity Measurement and Feature Selection Using Genetic Algorithm / Shangfei Wang, Shan He and Hua Zhu -- Entropic Feature Discrimination Ability for Pattern Classification Based on Neural IAL / Ting Wang, Sheng-Uei Guan and Fei Liu -- Design of Optimized Radial Basis Function Neural Networks Classifier with the Aid of Fuzzy Clustering and Data Preprocessing Method / Wook-Dong Kim, Sung-Kwun Oh and Jeong-Tae Kim -- An Efficient Histogram-Based Texture Classification Method with Weighted Symmetrized Kullback-Leibler Divergence / Yongsheng Dong and Jinwen Ma -- The Recognition Study of Impulse and Oscillation Transient Based on Spectral Kurtosis and Neural Network / Qiaoge Zhang, Zhigang Liu and Gang Chen -- Forward Feature Selection Based on Approximate Markov Blanket / Min Han and Xiaoxin Liu -- An Adaption of Relief for Redundant Feature Elimination / Tianshu Wu, Kunqing Xie, Chengkai Nie and Guojie Song -- Feature Selection of Frequency Spectrum for Modeling Difficulty to Measure Process Parameters / Jian Tang, Li-Jie Zhao, Yi-miao Li, Tian-you Chai and S. Joe Qin -- Nonnegative Dictionary Learning by Nonnegative Matrix Factorization with a Sparsity Constraint / Zunyi Tang and Shuxue Ding -- A New Method for Hand Detection Based on Hough Forest / Dongyue Chen, Zongwen Chen and Xiaosheng Yu -- Multi-scale Convolutional Neural Networks for Natural Scene License Plate Detection / Jia Li, Changyong Niu and Ming Fan -- Robust Mean Shift Tracking with Background Information / Zhao Liu, Guiyu Feng and Dewen Hu -- Heart Sounds Classification with a Fuzzy Neural Network Method with Structure Learning / Lijuan Jia, Dandan Song, Linmi Tao and Yao Lu -- On Cortex Mechanism Hierarchy Model for Facial Expression Recognition: Multi-database Evaluation Results / Ting Zhang, Guosheng Yang and Xinkai Kuai -- LEFT-Logical Expressions Feature Transformation: A Framework for Transformation of Symbolic Features / Mehreen Saeed -- A Time-Frequency Aware Cochlear Implant: Algorithm and System / Songping Mai, Yixin Zhao, Chun Zhang and Zhihua Wang -- Gradient Vector Flow Based on Anisotropic Diffusion / Xiaosheng Yu, Chengdong Wu, Dongyue Chen, Ting Zhou and Tong Jia |
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ECG Classification Based on Non-cardiology Feature / Kai Huang, Liqing Zhang and Yang Wu -- Building High-Performance Classifiers Using Positive and Unlabeled Examples for Text Classification / Ting Ke, Bing Yang, Ling Zhen, Junyan Tan and Yi Li, et al. -- A Modified Neural Network Classifier with Adaptive Weight Update and GA-Based Feature Subset Selection / Jinhai Liu and Zhibo Yu -- A Study on Optimized Face Recognition Algorithm Realized with the Aid of Multi-dimensional Data Preprocessing Technologies and RBFNNs / Chang-Min Ma, Sung-Hoon Yoo and Sung-Kwun Oh -- Design of Face Recognition Algorithm Using Hybrid Data Preprocessing and Polynomial-Based RBF Neural Networks / Sung-Hoon Yoo, Sung-Kwun Oh and Kisung Seo -- Two-Phase Test Sample Representation with Efficient M-Nearest Neighbor Selection in Face Recognition / Xinjun Ma and Ning Wu -- A Multiple Sub-regions Design of non-Classical Receptive Field / Hui Wei and Heng Wu -- A New Method of Edge Detection Based on PSO / Dongyue Chen, Ting Zhou and Xiaosheng Yu -- Speed Limit Sign Recognition Using Log-Polar Mapping and Visual Codebook / Bing Liu, Huaping Liu, Xiong Luo and Fuchun Sun -- A Medical Image Fusion Method Based on Visual Models / Qu Jingyi, Jia Yunfei and Du Ying -- A Novel Method of River Detection for High Resolution Remote Sensing Image Based on Corner Feature and SVM / Ziheng Tian, Chengdong Wu, Dongyue Chen, Xiaosheng Yu and Li Wang -- Nature Image Feature Extraction Using Several Sparse Variants of Non-negative Matrix Factorization Algorithm / Li Shang, Yan Zhou, Jie Chen and Wen-jun Huai -- A Remote Sensing Image Matching Algorithm Based on the Feature Extraction / Chengdong Wu, Chao Song, Dongyue Chen and Xiaosheng Yu -- Robust Color Image Watermarking Using LS-SVM Correction / Panpan Niu, Xiangyang Wang and Mingyu Lu -- A Model of Image Representation Based on Non-classical Receptive Fields / Hui Wei, Zi-Yan Wang and Qing-Song Zuo -- Coevolving between Structure and Dynamics of Growing Networks / Yi Sui, Fengjing Shao, Rencheng Sun and Shujing Li -- Learning to Explore Spatio-temporal Impacts for Event Evaluation on Social Media / Chung-Hong Lee, Hsin-Chang Yang, Wei-Shiang Wen and Cheng-Hsun Weng -- Aspect and Sentiment Extraction Based on Information-Theoretic Co-clustering / Xianghua Fu, Yanyan Guo, Wubiao Guo and Zhiqiang Wang -- Exploratory Class-Imbalanced and Non-identical Data Distribution in Automatic Keyphrase Extraction / Weijian Ni, Tong Liu and Qingtian Zeng |
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The Research on Fisher-RBF Data Fusion Model of Network Security Detection / Jian Zhou, Juncheng Wang and Zhai Qun -- Optimal Battery Management with ADHDP in Smart Home Environments / Danilo Fuselli, Francesco De Angelis, Matteo Boaro, Derong Liu and Qinglai Wei, et al. -- Robot Navigation Based on Fuzzy Behavior Controller / Hongshan Yu, Jiang Zhu, Yaonan Wang, Miao Hu and Yuan Zhang -- New Robust H[infinity symbol] Fuzzy Control for the Interconnected Bilinear Systems Subject to Actuator Saturation / Xinrui Liu, Dongsheng Yang and Zhidong Li -- Robust Constrained Constant Modulus Algorithm / Xin Song, Jinkuan Wang, Qiuming Li and Han Wang -- Data-Driven Integrated Modeling and Intelligent Control Methods of Grinding Process / Jiesheng Wang, Xianwen Gao and Shifeng Sun -- Direct Adaptive Neural Dynamic Surface Control of Uncertain Nonlinear Systems with Input Saturation / Junfang Li, Tieshan Li, Yongming Li and Ning Wang -- Adaptive Dynamic Surface Control of Uncertain Nonlinear Time-Delay Systems Based on High-Gain Filter Observer and Fuzzy Neural Networks / Yongming Li, Tieshan Li and Shaocheng Tong -- Time-Delay Wavelet Neural Networks Model with Application to Ship Control / Wenjun Zhang, Zhengjiang Liu and Manfu Xue -- Research on the Application Mechanism of Single Neuron SAC Algorithm in Feedforward Compensation System Based on Invariance Principle about Hot Strip Mill / Baoyong Zhao and Yixin Yin -- H[infinity symbol] Robust Control for Singular Networked Control Systems with Uncertain Time-Delay / Junyi Wang, Huaguang Zhang, Jilie Zhang and Feisheng Yang -- A Model Reference Neural Speed Regulator Applied to Belt-Driven Servomechanism / Ming Huei Chu, Yi Wei Chen, Chun Yuan Wu and Cheng Kung Huang -- Model-Free Iterative Learning Control for Repetitive Impulsive Noise Using FFT / Yali Zhou, Yixin Yin, Qizhi Zhang and Woonseng Gan -- Research on Diagnosis Method of Predictive Control Performance Model Based on Data / Dakuo He, Shuai Shao, Pingyu Yang and Shuning Zhang -- Temperature Control in Water-Gas Shift Reaction with Adaptive Dynamic Programming / Yuzhu Huang, Derong Liu and Qinglai Wei -- Regenerative Braking Control Strategy for Electric Vehicle / Jia Wang, Yingchun Wang and Mingjian Li -- Recurrent Neural Network-Based Control for Wastewater Treatment Process / Junfei Qiao, Xiaoqi Huang and Honggui Han -- Neural Network Adaptive Control for Cooperative Path-Following of Marine Surface Vessels / Hao Wang, Dan Wang, Zhouhua Peng, Gang Sun and Ning Wang |
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Vessel Steering Control Using Generalized Ellipsoidal Basis Function Based Fuzzy Neural Networks / Ning Wang, Zhiliang Wu, Chidong Qiu and Tieshan Li -- Fast Tracking Control of Three-Phase PWM Rectifier for Microturbine / Shijie Yan, Feng Wei, Heng Du and Xiuchong Liu -- Self-learning Control Schemes for Two-Person Zero-Sum Differential Games of Continuous-Time Nonlinear Systems with Saturating Controllers / Qinglai Wei and Derong Liu -- Neuroadaptive Speed Assistance Control of Wind Turbine with Variable Ratio Gearbox (VRG) / Xue-fei Wang, Yong-duan Song, Dan-yong Li, Kai Zhang and Shan Xue, et al. -- Sentic Maxine: Multimodal Affective Fusion and Emotional Paths / Isabelle Hupont, Erik Cambria, Eva Cerezo, Amir Hussain and Sandra Baldassarri -- Heteroskedastic Regression and Persistence in Random Walks at Tokyo Stock Exchange / Katsuhiko Hayashi, Lukáš Pichl and Taisei Kaizoji -- Soft Measurement Modeling Based on Hierarchically Neural Network (HNN) for Wastewater Treatment / Junfei Qiao, Donghong Ren and Honggui Han -- Predictive Model of Production Index for Sugar Clarification Process by GDFNN / Shaojian Song, Jinchuan Wu, Xiaofeng Lin and Huixia Liu -- Energy Consumption Prediction in Ironmaking Process Using Hybrid Algorithm of SVM and PSO / Yanyan Zhang, Xiaolei Zhang and Lixin Tang -- An Energy Aware Approach for Task Scheduling in Energy-Harvesting Sensor Nodes / Marco Severini, Stefano Squartini and Francesco Piazza -- A Projection Based Learning Meta-cognitive RBF Network Classifier for Effective Diagnosis of Parkinson's Disease / G. Sateesh Babu, S. Suresh, K. Uma Sangumathi and H.J. Kim -- CNN Hyperchaotic Synchronization with Applications to Secure Communication / Xiao-Dong Wang, Wei-Jun Li and Ping Xiong -- Parallel Decision Tree with Application to Water Quality Data Analysis / Qing He, Zhi Dong, Fuzhen Zhuang, Tianfeng Shang and Zhongzhi Shi -- Prediction of Biomass Concentration with Hybrid Neural Network / DaPeng Zhang, BaoHua Cheng and AiGuo Wu -- Short-Term Wind Power Prediction Based on Wavelet Decomposition and Extreme Learning Machine / Xin Wang, Yihui Zheng, Lixue Li, Lidan Zhou and Gang Yao, et al. -- Fingerprint Enhancement Method Based on Wavelet and Unsharp Masking / Lijian Zhou, Junwei Li, Xuemei Cui and Yunjie Liu |
| 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 Modeling and Industrial Mathematics |
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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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wiskundige modellen |
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mathematical models |
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toegepaste wiskunde |
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applied mathematics |
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kunstmatige intelligentie |
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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 |
9783642313622 |
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3642313620 |
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