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ISNN 2012: Shenyang, China
- Jun Wang, Gary G. Yen, Marios M. Polycarpou:
Advances in Neural Networks - ISNN 2012 - 9th International Symposium on Neural Networks, Shenyang, China, July 11-14, 2012. Proceedings, Part II. Lecture Notes in Computer Science 7368, Springer 2012, ISBN 978-3-642-31361-5
Pattern Recognition
- Dazhong Ma, Jinhai Liu, Zhanshan Wang:
The Pattern Classification Based on Fuzzy Min-max Neural Network with New Algorithm. 1-9 - Lijie Zhao, Tianyou Chai, Xiao-kun Diao, De-cheng Yuan:
Multi-class Classification with One-Against-One Using Probabilistic Extreme Learning Machine. 10-19 - Shangfei Wang, Shan He, Hua Zhu:
Similarity Measurement and Feature Selection Using Genetic Algorithm. 20-29 - Ting Wang, Sheng-Uei Guan, Fei Liu
:
Entropic Feature Discrimination Ability for Pattern Classification Based on Neural IAL. 30-37 - Wook-Dong Kim, Sung-Kwun Oh, Jeong-Tae Kim:
Design of Optimized Radial Basis Function Neural Networks Classifier with the Aid of Fuzzy Clustering and Data Preprocessing Method. 38-45 - Yongsheng Dong, Jinwen Ma:
An Efficient Histogram-Based Texture Classification Method with Weighted Symmetrized Kullback-Leibler Divergence. 46-55 - Qiaoge Zhang, Zhigang Liu, Gang Chen:
The Recognition Study of Impulse and Oscillation Transient Based on Spectral Kurtosis and Neural Network. 56-63 - Min Han, Xiaoxin Liu:
Forward Feature Selection Based on Approximate Markov Blanket. 64-72 - Tianshu Wu, Kunqing Xie, Chengkai Nie, Guojie Song:
An Adaption of Relief for Redundant Feature Elimination. 73-81 - Jian Tang, Lijie Zhao, Yi-miao Li, Tianyou Chai, Si-Zhao Joe Qin
Feature Selection of Frequency Spectrum for Modeling Difficulty to Measure Process Parameters. 82-91 - Zunyi Tang, Shuxue Ding:
Nonnegative Dictionary Learning by Nonnegative Matrix Factorization with a Sparsity Constraint. 92-101 - Dongyue Chen, Zongwen Chen, Xiaosheng Yu:
A New Method for Hand Detection Based on Hough Forest. 102-109 - Jia Li, Changyong Niu, Ming Fan:
Multi-scale Convolutional Neural Networks for Natural Scene License Plate Detection. 110-119 - Zhao Liu, Guiyu Feng, Dewen Hu:
Robust Mean Shift Tracking with Background Information. 120-129 - Lijuan Jia, Dandan Song, Linmi Tao, Yao Lu:
Heart Sounds Classification with a Fuzzy Neural Network Method with Structure Learning. 130-140 - Ting Zhang, Guosheng Yang, Xinkai Kuai:
On Cortex Mechanism Hierarchy Model for Facial Expression Recognition: Multi-database Evaluation Results. 141-148 - Mehreen Saeed:
LEFT-Logical Expressions Feature Transformation: A Framework for Transformation of Symbolic Features. 149-158 - Songping Mai, Yixin Zhao, Chun Zhang, Zhihua Wang:
A Time-Frequency Aware Cochlear Implant: Algorithm and System. 159-168 - Xiaosheng Yu, Chengdong Wu, Dongyue Chen, Ting Zhou, Tong Jia:
Gradient Vector Flow Based on Anisotropic Diffusion. 169-178 - Kai Huang, Liqing Zhang, Yang Wu:
ECG Classification Based on Non-cardiology Feature. 179-186 - Ting Ke, Bing Yang, Ling Zhen, Junyan Tan, Yi Li, Ling Jing:
Building High-Performance Classifiers Using Positive and Unlabeled Examples for Text Classification. 187-195 - Jinhai Liu, Zhibo Yu:
A Modified Neural Network Classifier with Adaptive Weight Update and GA-Based Feature Subset Selection. 196-204
Vision
- Chang-Min Ma, Sung-Hoon Yoo, Sung-Kwun Oh:
A Study on Optimized Face Recognition Algorithm Realized with the Aid of Multi-dimensional Data Preprocessing Technologies and RBFNNs. 205-212 - Sung-Hoon Yoo, Sung-Kwun Oh, Kisung Seo:
Design of Face Recognition Algorithm Using Hybrid Data Preprocessing and Polynomial-Based RBF Neural Networks. 213-220 - Xinjun Ma, Ning Wu:
Two-Phase Test Sample Representation with Efficient M-Nearest Neighbor Selection in Face Recognition. 221-228 - Hui Wei, Heng Wu:
A Multiple Sub-regions Design of non-Classical Receptive Field. 229-238 - Dongyue Chen, Ting Zhou, Xiaosheng Yu:
A New Method of Edge Detection Based on PSO. 239-246 - Bing Liu, Huaping Liu, Xiong Luo, Fuchun Sun:
Speed Limit Sign Recognition Using Log-Polar Mapping and Visual Codebook. 247-256
Image Processing
- Jingyi Qu, Yunfei Jia, Ying Du:
A Medical Image Fusion Method Based on Visual Models. 257-265 - Ziheng Tian, Chengdong Wu, Dongyue Chen, Xiaosheng Yu, Li Wang:
A Novel Method of River Detection for High Resolution Remote Sensing Image Based on Corner Feature and SVM. 266-273 - Li Shang, Yan Zhou, Jie Chen, Wenjun Huai:
Nature Image Feature Extraction Using Several Sparse Variants of Non-negative Matrix Factorization Algorithm. 274-281 - Chengdong Wu, Chao Song, Dongyue Chen, Xiaosheng Yu:
A Remote Sensing Image Matching Algorithm Based on the Feature Extraction. 282-289 - Panpan Niu, Xiangyang Wang, Mingyu Lu:
Robust Color Image Watermarking Using LS-SVM Correction. 290-296 - Hui Wei, Zi-Yan Wang, Qingsong Zuo:
A Model of Image Representation Based on Non-classical Receptive Fields. 297-306
Information Processing
- Yi Sui, Fengjing Shao, Rencheng Sun, Shujing Li:
Coevolving between Structure and Dynamics of Growing Networks. 307-315 - Chung-Hong Lee, Hsin-Chang Yang
Learning to Explore Spatio-temporal Impacts for Event Evaluation on Social Media. 316-325 - Xianghua Fu, Yanyan Guo, Wubiao Guo, Zhiqiang Wang:
Aspect and Sentiment Extraction Based on Information-Theoretic Co-clustering. 326-335 - Weijian Ni, Tong Liu, Qingtian Zeng:
Exploratory Class-Imbalanced and Non-identical Data Distribution in Automatic Keyphrase Extraction. 336-345 - Jian Zhou, Juncheng Wang, Zhai Qun:
The Research on Fisher-RBF Data Fusion Model of Network Security Detection. 346-354
Neurocontrol
- Danilo Fuselli, Francesco De Angelis, Matteo Boaro, Derong Liu
Optimal Battery Management with ADHDP in Smart Home Environments. 355-364 - Hongshan Yu, Jiang Zhu, Yaonan Wang, Miao Hu, Yuan Zhang:
Robot Navigation Based on Fuzzy Behavior Controller. 365-375 - Xinrui Liu, Dongsheng Yang, Zhidong Li:
New Robust H ∞ Fuzzy Control for the Interconnected Bilinear Systems Subject to Actuator Saturation. 376-385 - Xin Song, Jinkuan Wang, Qiuming Li, Han Wang:
Robust Constrained Constant Modulus Algorithm. 386-395 - Jie-Sheng Wang, Xianwen Gao, Shifeng Sun:
Data-Driven Integrated Modeling and Intelligent Control Methods of Grinding Process. 396-405 - Junfang Li, Tieshan Li, Yongming Li, Ning Wang
Direct Adaptive Neural Dynamic Surface Control of Uncertain Nonlinear Systems with Input Saturation. 406-415 - Yongming Li, Tieshan Li, Shaocheng Tong:
Adaptive Dynamic Surface Control of Uncertain Nonlinear Time-Delay Systems Based on High-Gain Filter Observer and Fuzzy Neural Networks. 416-423 - Wenjun Zhang, Zhengjiang Liu, Manfu Xue:
Time-Delay Wavelet Neural Networks Model with Application to Ship Control. 424-432 - Baoyong Zhao, Yixin Yin:
Research on the Application Mechanism of Single Neuron SAC Algorithm in Feedforward Compensation System Based on Invariance Principle about Hot Strip Mill. 433-440 - Junyi Wang, Huaguang Zhang, Jilie Zhang, Feisheng Yang:
H ∞ Robust Control for Singular Networked Control Systems with Uncertain Time-Delay. 441-450 - Ming Huei Chu, Yi-Wei Chen, Chun-Yuan Wu, Cheng Kung Huang:
A Model Reference Neural Speed Regulator Applied to Belt-Driven Servomechanism. 451-460 - Yali Zhou, Yixin Yin, Qizhi Zhang, Woon-Seng Gan
Model-Free Iterative Learning Control for Repetitive Impulsive Noise Using FFT. 461-467 - Dakuo He, Shuai Shao, Pingyu Yang, Shuning Zhang
Research on Diagnosis Method of Predictive Control Performance Model Based on Data. 468-477 - Yuzhu Huang, Derong Liu
Temperature Control in Water-Gas Shift Reaction with Adaptive Dynamic Programming. 478-487 - Jia Wang, Yingchun Wang, Mingjian Li:
Regenerative Braking Control Strategy for Electric Vehicle. 488-495 - Junfei Qiao, Xiaoqi Huang, Honggui Han:
Recurrent Neural Network-Based Control for Wastewater Treatment Process. 496-506 - Hao Wang, Dan Wang
Neural Network Adaptive Control for Cooperative Path-Following of Marine Surface Vessels. 507-514 - Ning Wang
Vessel Steering Control Using Generalized Ellipsoidal Basis Function Based Fuzzy Neural Networks. 515-524 - Shijie Yan, Feng Wei, Heng Du, Xiuchong Liu:
Fast Tracking Control of Three-Phase PWM Rectifier for Microturbine. 525-533 - Qinglai Wei, Derong Liu
Self-learning Control Schemes for Two-Person Zero-Sum Differential Games of Continuous-Time Nonlinear Systems with Saturating Controllers. 534-543 - Xuefei Wang, Yong-Duan Song, Dan-Yong Li, Kai Zhang, Shan Xue, Ming Qin:
Neuroadaptive Speed Assistance Control of Wind Turbine with Variable Ratio Gearbox (VRG). 544-554
Novel Applications
- Isabelle Hupont
Sentic Maxine: Multimodal Affective Fusion and Emotional Paths. 555-565 - Katsuhiko Hayashi, Lukas Pichl, Taisei Kaizoji:
Heteroskedastic Regression and Persistence in Random Walks at Tokyo Stock Exchange. 566-574 - Junfei Qiao, Donghong Ren, Honggui Han:
Soft Measurement Modeling Based on Hierarchically Neural Network (HNN) for Wastewater Treatment. 575-584 - Shaojian Song, Jinchuan Wu, Xiaofeng Lin, Huixia Liu:
Predictive Model of Production Index for Sugar Clarification Process by GDFNN. 585-593 - Yanyan Zhang, Xiaolei Zhang, Lixin Tang
Energy Consumption Prediction in Ironmaking Process Using Hybrid Algorithm of SVM and PSO. 594-600 - Marco Severini, Stefano Squartini
An Energy Aware Approach for Task Scheduling in Energy-Harvesting Sensor Nodes. 601-610 - G. Sateesh Babu
A Projection Based Learning Meta-cognitive RBF Network Classifier for Effective Diagnosis of Parkinson's Disease. 611-620 - Xiao-Dong Wang, Wei-Jun Li, Ping Xiong:
CNN Hyperchaotic Synchronization with Applications to Secure Communication. 621-627 - Qing He, Zhi Dong, Fuzhen Zhuang, Tianfeng Shang, Zhongzhi Shi:
Parallel Decision Tree with Application to Water Quality Data Analysis. 628-637 - Dapeng Zhang
Prediction of Biomass Concentration with Hybrid Neural Network. 638-644 - Xin Wang, Yihui Zheng, Lixue Li, Lidan Zhou, Gang Yao, Ting Huang:
Short-Term Wind Power Prediction Based on Wavelet Decomposition and Extreme Learning Machine. 645-653 - Lijian Zhou, Junwei Li, Xuemei Cui, Yunjie Liu:
Fingerprint Enhancement Method Based on Wavelet and Unsharp Masking. 654-663
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