| Description |
1 online resource (xxii, 646 pages) : illustrations (some color) |
| Series |
Lecture notes in computer science, 1611-3349 ; 6676 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 6676. 0302-9743
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
Machine generated contents note: Supervised Learning and Unsupervised Learning -- Maximum Variance Sparse Mapping / Wenyong Dong -- Contourlet-Based Texture Classification with Product Bernoulli Distributions / Jinwen Ma -- Resampling Methods versus Cost Functions for Training an MLP in the Class Imbalance Context / E. Gasca -- Prediction of Urban Stormwater Runoff in Chesapeake Bay Using Neural Networks / Nian Zhany -- One-Shot Learning of Poisson Distributions in Serial Analysis of Gene Expression / Peter Tino -- Simultaneous Model Selection and Feature Selection via BYY Harmony Learning / Jinwen Ma -- Kernel Methods and Support Vector Machines -- Characteristics Study on LBP Operator in Near Infrared Facial Image / Weiqing Tony -- Fault Diagnosis for Smart Grid with Uncertainty Information Based on Data / Xue Liang -- Sparse Kernel Regression for Traffic Flow Forecasting / Yan Liu -- Rate-Dependent Hysteresis Modeling and Compensation Using Least Squares Support Vector Machines / Yangmin Li -- Nomogram Visualization for Ranking Support Vector Machine / Ngo Anh Vien -- New Multi-class Classification Method Based on the SVDD Model / Bo Tian -- Intelligence Statistical Process Control in Cellular Manufacturing Based on SVM / Shaoxiong Wu -- Morlet-RBF SVM Model for Medical Images Classification / Xiangrong Zhou -- COD Prediction for SBR Batch Processes Based on MKPCA and LSSVM Method / Li Ping Fan -- Mixture Models and Clustering -- Fixed-Point EM Algorithm for Straight Line Detection / Jinwen Ma -- Novel Classifier Ensemble Method Based on Class Weightening in Huge Dataset / Akram Beigi -- Network-Scale Traffic Modeling and Forecasting with Graphical Lasso / Dongyu Shi -- Learning Curve Model for Torpedo Based on Neural Network / Ping Chen -- Efficient EM Approach to Parameter Learning of the Mixture of Gaussian Processes / Jinwen Ma |
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Note continued: Boundary Controller of the Anti-stable Fractional-Order Vibration Systems / Yanmei Wang -- Stochastic p-Hub Center Problem with Discrete Time Distributions / Xin Zhang -- Orthogonal Feature Learning for Time Series Clustering / Leo Lopes -- Text Document Clustering Method Based on Ontology / Xian Fu -- Visual Perception and Pattern Recognition -- Visual Tracking Using Iterative Sparse Approximation / Meng Gao -- Orientation Representation and Efficiency Trade-off of a Biological Inspired Computational Vision Model / Hui Wei -- Application of Genetic Algorithm Based Support Vector Machine for Image Quality Evaluation / Song Yun Xie -- Gabor Wavelet Pyramid-Based Object Detection Algorithm / Christoph von der Malsburg -- Quality Evaluation of Digital Image Watermarking / Yuli Xu -- Ensemble of Global and Local Features for Face Age Estimation / Changyin Sun -- Filter Based Feature Selection Approach Using Lenipel Ziv Complexity / Md. Shahjahan -- Fiuger-Knuckle-Print Recognition Using LGBP / Changyin Sun -- Applying ICA and SVM to Mixture Control Chart Patterns Recognition in a Process / Chao-Liang Chang -- Gender Classification Using the Profile / Changgin Sun -- Face Recognition Based on Gabor Enhanced Marginal Fisher Model and Error Correction SVM / Chengan Guo -- Facial Expression Recognition by Independent Log-Gabor Component Analysis / Guosheng Yang -- Learning Hierarchical Dictionary for Shape Patterns / Bo Zhang -- Motion, Tracking and Object Recognition -- Sparse Based Image Classification with Different Keypoints Descriptors / Bo Zhang -- Where-What Network with CUDA: General Object Recognition and Location in Complex Backgrounds / Juyang Weng -- Fast Human Detection Based on Enhanced Variable Size HOG Features / Zhongxi Sun -- Novel Local Illumination Normalization Approach for Face Recognition / Juekun Li |
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Note continued: Rapid Face Detection Algorithm of Color Images under Complex Background / Xinzhu Wang -- Improvement Method for Daugmans Iris Localization Algorithm / Jian-ming Liu -- Fire Detection with Video Using Fuzzy C-Means and Back-Propagation Neural Network / Jong-Myon Kim -- Multiple Kernel Active Learning for Facial Expression Analysis / Guosheng Yang -- Fast Moving Target Detection Based on Gray Correlation Analysis and Background Subtraction / Fahad Raza -- Shadow Removal Based on Gray Correlation Analysis and Sobel Edge Detection Algorithm / Songyun Xie -- Moving Object Detecting System with Phase Discrepancy / Liqing Zhang -- Automation of Virtual Interview System Using the Gesture Recognition of Particle Filter / Yang Weon Lee -- Natural Scene Analysis and Speech Recognition -- Performance Analysis of Improved Affinity Propagation Algorithm for Image Semantic Annotation / Ping Guo -- Learning Variance Statistics of Natural Images / Si Wu -- Real-Time Joint Blind Speech Separation and Dereverberation in Presence of Overlapping Speakers / Francesco Piazza -- Audio Segmentation and Classification Using a Temporally Weighted Fuzzy C-Means Algorithm / Jong-Myon Kim -- Extracting Specific Signal from Post-nonlinear Mixture Based on Maximum Negentropy / Yuanxiang Zhu -- Method to Detect JPEG-Based Double Compression / Mengyu Qiao -- Semi Supervised Learning for Prediction of Prosodic Phrase Boundaries in Chinese TTS Using Conditional Random Fields / Weidong Pei -- Singer Identification Using Time-Frequency Audio Feature / Pufan Doungpaisan -- Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents / Bjorn Schuller -- Neuromorphic Hardware, Fuzzy Neural Networks and Robotics -- On Control of Hopf Bifurcation in a Class of TCP/AQM Networks / Haijun Jiang |
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Note continued: State Feedback Control Based on Twin Support Vector Regression Compensating for a Class of Nonlinear Systems / Xinghuo Yu -- Genetic Dynamic Fuzzy Neural Network (GDFNN) for Nonlinear System Identification / Imam Arifin -- Adaptive Robust NN Control of Nonlinear Systems / C.L. Philip Chen -- Generalized Online Self-constructing Fuzzy Neural Network / Shaoman Liu -- Adaptive Fuzzy Control of an Active Vibration Isolator / Ring Chen -- Fuzzy-Adaptive Fault-Tolerant Control of High Speed Train Considering Traction/Braking Faults and Nonlinear Resistive Forces / Peng Han -- Robust Cascaded Control of Propeller Thrust for AUVs / Zao-jian Zou -- Developmental Learning Based on Learning Automata / Jing Chen -- Multi-agent Systems and Adaptive Dynamic Programming -- Meddler, Agents in the Bounded Confidence Model on Flocking Movement World / Binglin Dou -- Statistical Optimal Control Using Neural Networks / Chang-Hee Won -- Adaptive Kernel-Width Selection for Kernel-Based Least-Squares Policy Iteration Algorithm / Jian Wang -- Finite Horizon Optimal Tracking Control for a Class of Discrete-Time Nonlinear Systems / Derong Liu -- Optimal Control for a Class of Unknown Nonlinear Systems via the Iterative GDHP Algorithm / Derong Liu |
| Summary |
The three-volume set LNCS 6675, 6676 and 6677 constitutes the refereed proceedings of the 8th International Symposium on Neural Networks, ISNN 2011, held in Guilin, China, in May/June 2011. The total of 215 papers presented in all three volumes were carefully reviewed and selected from 651 submissions. The contributions are structured in topical sections on computational neuroscience and cognitive science; neurodynamics and complex systems; stability and convergence analysis; neural network models; supervised learning and unsupervised learning; kernel methods and support vector machines; mixture models and clustering; visual perception and pattern recognition; motion, tracking and object recognition; natural scene analysis and speech recognition; neuromorphic hardware, fuzzy neural networks and robotics; multi-agent systems and adaptive dynamic programming; reinforcement learning and decision making; action and motor control; adaptive and hybrid intelligent systems; neuroinformatics and bioinformatics; information retrieval; data mining and knowledge discovery; and natural language processing |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Print version record |
| In |
Springer eBooks |
| Subject |
Neural networks (Computer science) -- Congresses
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Artificial intelligence.
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Electronic Data Processing
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Software
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Artificial Intelligence
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software.
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artificial intelligence.
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Informatique.
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Neural networks (Computer science)
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Liu, Derong, 1963-
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| ISBN |
9783642210907 |
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3642210902 |
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3642210899 |
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9783642210891 |
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