The Resource Advances in Neural Networks  ISNN 2015 : 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 1518, 2015, Proceedings, edited by Xiaolin Hu, Yousheng Xia, Yunong Zhang, Dongbin Zhao, (electronic book)
Advances in Neural Networks  ISNN 2015 : 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 1518, 2015, Proceedings, edited by Xiaolin Hu, Yousheng Xia, Yunong Zhang, Dongbin Zhao, (electronic book)
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The item Advances in Neural Networks  ISNN 2015 : 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 1518, 2015, Proceedings, edited by Xiaolin Hu, Yousheng Xia, Yunong Zhang, Dongbin Zhao, (electronic book) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Liverpool.This item is available to borrow from 1 library branch.
Resource Information
The item Advances in Neural Networks  ISNN 2015 : 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 1518, 2015, Proceedings, edited by Xiaolin Hu, Yousheng Xia, Yunong Zhang, Dongbin Zhao, (electronic book) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Liverpool.
This item is available to borrow from 1 library branch.
 Summary
 The volume LNCS 9377 constitutes the refereed proceedings of the 12th International Symposium on Neural Networks, ISNN 2015, held in jeju, South Korea on October 2015. The 55 revised full papers presented were carefully reviewed and selected from 97 submissions. These papers cover many topics of neural networkrelated research including intelligent control, neurodynamic analysis, memristive neurodynamics, computer vision, signal processing, machine learning, and optimization
 Language
 eng
 Extent
 1 online resource (xvi, 510 p.)
 Contents

 Intelligent Control
 A Novel TS Fuzzy Model Based Adaptive Synchronization Control Scheme for Nonlinear LargeScale Systems with Uncertainties and TimeDelay
 FiniteTime Control for Markov Jump Systems with Partly Known Transition Probabilities and TimeVarying Polytopic Uncertainties
 Hybrid Function Projective Synchronization of Unknown CohenGrossberg Neural Networks with Time Delays and Noise Perturbation
 Neural Dynamic Surface Control for ThreePhase PWM Voltage Source Rectifier
 A TerminalSlidingModeBased Frequency Regulation
 A New DiscreteTime Iterative Adaptive Dynamic Programming Algorithm Based on QLearning
 Adaptive Neural Network Control for a Class of Stochastic Nonlinear StrictFeedback Systems
 EventTriggered H1 Control for ContinuousTime Nonlinear System
 Adaptive Control of a Class of Nonlinear Systems with Parameterized Unknown Dynamics
 Hinfinity Control Synthesis for Linear Parabolic PDE Systems with ModelFree Policy Iteration
 Exponential Synchronization of Complex Delayed Dynamical Networks with Uncertain Parameters via Intermittent Control
 InverseFree Scheme of G1 Type to VelocityLevel Inverse Kinematics of Redundant Robot Manipulators
 Design of FuzzyNeuralNetworkInherited Backstepping Control for Unmanned Underwater Vehicle
 Neurodynamics Analysis
 A New SampledData State Estimator for Neural Networks of NeutralType with TimeVarying Delays
 Exponential Lag Synchronization for Delayed CohenGrossberg Neural Networks with Discontinuous Activations
 Mean Square Exponential Stability of Stochastic Delayed Static Neural Networks With Markovian Switching
 Robust Multistability and Multiperiodicity of Neural Networks with Time Delays
 A Novel FourDimensional Memristive Hyperchaotic System with Its Analog Circuit Implementation
 Memristor Crossbar Array for Image Storing
 Lagrange Stability for MemristorBased Neural Networks with TimeVarying Delay via Matrix Measure
 Multistability of Memristive Neural Networks with Nonmonotonic Piecewise Linear Activation Functions
 Global Exponential Antisynchronization of Coupled Memristive Chaotic Neural Networks with Timevarying Delays
 Computer Vision
 Representative Video Action Discovery Using Interactive Nonnegative Matrix Factorization
 Image Retrieval Based on Texture Direction Feature and Online Feature Selection
 Interlinked Convolutional Neural Networks for Face Parsing
 Image Tag Completion by Local Learning
 Haarlike Feature Revisited: Fast Human Detection Based on Multiple Channel Maps
 Wood Surface Quality Detection and Classification Using Gray Level and Texture Features
 Aerial Scene Classification with Convolutional Neural Networks
 Signal Processing
 A New Method for Image Quantization Based on Adaptive Region Related Heterogeneous PCNN
 Noisy Image Fusion Based on a Neural Network with Linearly Constrained Least Square Optimization
 A Singing Voice/Music Separation Method Based on Nonnegative Tensor Factorization and Repeat Pattern Extraction
 Automatic Extraction of Cervical Vertebrae from Ultrasonography with Fuzzy ART Clustering
 Fast Basis Searching Method of Adaptive Fourier Decomposition Based on NelderMead Algorithm for ECG Signals
 Frequency Recognition Based on WaveletIndependent Component Analysis for SSVEPBased BCIs
 Machine Learning
 An MCMC Based EM Algorithm for Mixtures of Gaussian Processes
 Automatic Model Selection of the Mixtures of Gaussian Processes for Regression
 An Effective Model Selection Criterion for Mixtures of Gaussian Processes
 Orthogonal Basis Extreme Learning Algorithm and Function Approximation
 Large Scale Text Clustering Method Study Based on MapReduce
 Representing Data by Sparse Combination of Contextual Data Points for Classification
 A Novel KMeans Evolving Spiking Neural Network Model for Clustering Problems
 Prediction of Individual Fish Trajectory from Its Neighbors' Movement by a Recurrent Neural Network
 Shortterm Wind Speed Forecasting Using A Multimodel Ensemble
 Optimization
 Power Control Optimization Method for Transmitted Signals in OFDM Communication Systems
 A Neurodynamic Optimization Approach to Bilevel Linear Programming
 A Nonlinear Neural Network's Stability Analysis and Its kWTA Application
 ContinuousTime Multiagent Network for Distributed Least Absolute Deviation
 A Fully ComplexValued Neural Network for Rapid Solution of ComplexValued Systems of Linear Equations
 Novel Approaches and Applications
 Sparse Representation via Intracellular and Extracellular Mechanisms
 Load Balancing Algorithm Based on Neural Network in Heterogeneous Wireless Networks
 Realtime MultiApplication Network Traffic Identification Based on Machine Learning
 A New VirusAntivirus Spreading Model
 Exploring Feature Extraction and ELM in Malware Detection for Android Devices
 DataDriven Optimization of SIRMs Connected NeuralFuzzy System with Application to Cooling and Heating Loads Prediction
 Isbn
 9783319253930
 Label
 Advances in Neural Networks  ISNN 2015 : 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 1518, 2015, Proceedings
 Title
 Advances in Neural Networks  ISNN 2015
 Title remainder
 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 1518, 2015, Proceedings
 Statement of responsibility
 edited by Xiaolin Hu, Yousheng Xia, Yunong Zhang, Dongbin Zhao
 Title variation
 ISNN 2015
 Subject

 Neural networks (Computer science)
 Computer Science
 Neural networks (Computer science)  Congresses
 Algorithm Analysis and Problem Complexity
 Image processing
 Pattern perception
 Data mining
 Computer science
 Mathematical Models of Cognitive Processes and Neural Networks
 Artificial intelligence
 Pattern Recognition
 Image Processing and Computer Vision
 Data Mining and Knowledge Discovery
 Algorithms
 Artificial Intelligence (incl. Robotics)
 Language
 eng
 Summary
 The volume LNCS 9377 constitutes the refereed proceedings of the 12th International Symposium on Neural Networks, ISNN 2015, held in jeju, South Korea on October 2015. The 55 revised full papers presented were carefully reviewed and selected from 97 submissions. These papers cover many topics of neural networkrelated research including intelligent control, neurodynamic analysis, memristive neurodynamics, computer vision, signal processing, machine learning, and optimization
 Cataloging source
 NUI
 Dewey number
 006.4
 Illustrations
 illustrations
 Image bit depth
 0
 Index
 no index present
 LC call number

 Q337.5
 TK7882.P3
 Literary form
 non fiction
 http://bibfra.me/vocab/lite/meetingDate
 2015
 http://bibfra.me/vocab/lite/meetingName
 International Symposium on Neural Networks
 Nature of contents
 dictionaries
 http://library.link/vocab/relatedWorkOrContributorName

 Hu, Xiaolin
 Xia, Yousheng
 Zhang, Yunong
 Zhao, Dongbin
 Series statement
 Lecture Notes in Computer Science,
 Series volume
 9377
 http://library.link/vocab/subjectName

 Neural networks (Computer science)
 Computer science
 Algorithms
 Data mining
 Artificial intelligence
 Image processing
 Pattern perception
 Neural networks (Computer science)
 Computer Science
 Pattern Recognition
 Data Mining and Knowledge Discovery
 Artificial Intelligence (incl. Robotics)
 Image Processing and Computer Vision
 Algorithm Analysis and Problem Complexity
 Mathematical Models of Cognitive Processes and Neural Networks
 Label
 Advances in Neural Networks  ISNN 2015 : 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 1518, 2015, Proceedings, edited by Xiaolin Hu, Yousheng Xia, Yunong Zhang, Dongbin Zhao, (electronic book)
 Antecedent source
 mixed
 Carrier category
 online resource
 Carrier category code
 cr
 Carrier MARC source
 rdacarrier
 Color
 not applicable
 Content category
 text
 Content type code
 txt
 Content type MARC source
 rdacontent
 Contents
 Intelligent Control  A Novel TS Fuzzy Model Based Adaptive Synchronization Control Scheme for Nonlinear LargeScale Systems with Uncertainties and TimeDelay  FiniteTime Control for Markov Jump Systems with Partly Known Transition Probabilities and TimeVarying Polytopic Uncertainties  Hybrid Function Projective Synchronization of Unknown CohenGrossberg Neural Networks with Time Delays and Noise Perturbation  Neural Dynamic Surface Control for ThreePhase PWM Voltage Source Rectifier  A TerminalSlidingModeBased Frequency Regulation  A New DiscreteTime Iterative Adaptive Dynamic Programming Algorithm Based on QLearning  Adaptive Neural Network Control for a Class of Stochastic Nonlinear StrictFeedback Systems  EventTriggered H1 Control for ContinuousTime Nonlinear System  Adaptive Control of a Class of Nonlinear Systems with Parameterized Unknown Dynamics  Hinfinity Control Synthesis for Linear Parabolic PDE Systems with ModelFree Policy Iteration  Exponential Synchronization of Complex Delayed Dynamical Networks with Uncertain Parameters via Intermittent Control  InverseFree Scheme of G1 Type to VelocityLevel Inverse Kinematics of Redundant Robot Manipulators  Design of FuzzyNeuralNetworkInherited Backstepping Control for Unmanned Underwater Vehicle  Neurodynamics Analysis  A New SampledData State Estimator for Neural Networks of NeutralType with TimeVarying Delays  Exponential Lag Synchronization for Delayed CohenGrossberg Neural Networks with Discontinuous Activations  Mean Square Exponential Stability of Stochastic Delayed Static Neural Networks With Markovian Switching  Robust Multistability and Multiperiodicity of Neural Networks with Time Delays  A Novel FourDimensional Memristive Hyperchaotic System with Its Analog Circuit Implementation  Memristor Crossbar Array for Image Storing  Lagrange Stability for MemristorBased Neural Networks with TimeVarying Delay via Matrix Measure  Multistability of Memristive Neural Networks with Nonmonotonic Piecewise Linear Activation Functions  Global Exponential Antisynchronization of Coupled Memristive Chaotic Neural Networks with Timevarying Delays  Computer Vision  Representative Video Action Discovery Using Interactive Nonnegative Matrix Factorization  Image Retrieval Based on Texture Direction Feature and Online Feature Selection  Interlinked Convolutional Neural Networks for Face Parsing  Image Tag Completion by Local Learning  Haarlike Feature Revisited: Fast Human Detection Based on Multiple Channel Maps  Wood Surface Quality Detection and Classification Using Gray Level and Texture Features  Aerial Scene Classification with Convolutional Neural Networks  Signal Processing  A New Method for Image Quantization Based on Adaptive Region Related Heterogeneous PCNN  Noisy Image Fusion Based on a Neural Network with Linearly Constrained Least Square Optimization  A Singing Voice/Music Separation Method Based on Nonnegative Tensor Factorization and Repeat Pattern Extraction  Automatic Extraction of Cervical Vertebrae from Ultrasonography with Fuzzy ART Clustering  Fast Basis Searching Method of Adaptive Fourier Decomposition Based on NelderMead Algorithm for ECG Signals  Frequency Recognition Based on WaveletIndependent Component Analysis for SSVEPBased BCIs  Machine Learning  An MCMC Based EM Algorithm for Mixtures of Gaussian Processes  Automatic Model Selection of the Mixtures of Gaussian Processes for Regression  An Effective Model Selection Criterion for Mixtures of Gaussian Processes  Orthogonal Basis Extreme Learning Algorithm and Function Approximation  Large Scale Text Clustering Method Study Based on MapReduce  Representing Data by Sparse Combination of Contextual Data Points for Classification  A Novel KMeans Evolving Spiking Neural Network Model for Clustering Problems  Prediction of Individual Fish Trajectory from Its Neighbors' Movement by a Recurrent Neural Network  Shortterm Wind Speed Forecasting Using A Multimodel Ensemble  Optimization  Power Control Optimization Method for Transmitted Signals in OFDM Communication Systems  A Neurodynamic Optimization Approach to Bilevel Linear Programming  A Nonlinear Neural Network's Stability Analysis and Its kWTA Application  ContinuousTime Multiagent Network for Distributed Least Absolute Deviation  A Fully ComplexValued Neural Network for Rapid Solution of ComplexValued Systems of Linear Equations  Novel Approaches and Applications  Sparse Representation via Intracellular and Extracellular Mechanisms  Load Balancing Algorithm Based on Neural Network in Heterogeneous Wireless Networks  Realtime MultiApplication Network Traffic Identification Based on Machine Learning  A New VirusAntivirus Spreading Model  Exploring Feature Extraction and ELM in Malware Detection for Android Devices  DataDriven Optimization of SIRMs Connected NeuralFuzzy System with Application to Cooling and Heating Loads Prediction
 Control code
 SPR932169750
 Dimensions
 unknown
 Extent
 1 online resource (xvi, 510 p.)
 File format
 multiple file formats
 Form of item
 online
 Isbn
 9783319253930
 Level of compression
 uncompressed
 Media category
 computer
 Media MARC source
 rdamedia
 Media type code
 c
 Other control number
 10.1007/9783319253930
 Other physical details
 col. ill.
 Quality assurance targets
 absent
 Reformatting quality
 access
 Specific material designation
 remote
 Label
 Advances in Neural Networks  ISNN 2015 : 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 1518, 2015, Proceedings, edited by Xiaolin Hu, Yousheng Xia, Yunong Zhang, Dongbin Zhao, (electronic book)
 Antecedent source
 mixed
 Carrier category
 online resource
 Carrier category code
 cr
 Carrier MARC source
 rdacarrier
 Color
 not applicable
 Content category
 text
 Content type code
 txt
 Content type MARC source
 rdacontent
 Contents
 Intelligent Control  A Novel TS Fuzzy Model Based Adaptive Synchronization Control Scheme for Nonlinear LargeScale Systems with Uncertainties and TimeDelay  FiniteTime Control for Markov Jump Systems with Partly Known Transition Probabilities and TimeVarying Polytopic Uncertainties  Hybrid Function Projective Synchronization of Unknown CohenGrossberg Neural Networks with Time Delays and Noise Perturbation  Neural Dynamic Surface Control for ThreePhase PWM Voltage Source Rectifier  A TerminalSlidingModeBased Frequency Regulation  A New DiscreteTime Iterative Adaptive Dynamic Programming Algorithm Based on QLearning  Adaptive Neural Network Control for a Class of Stochastic Nonlinear StrictFeedback Systems  EventTriggered H1 Control for ContinuousTime Nonlinear System  Adaptive Control of a Class of Nonlinear Systems with Parameterized Unknown Dynamics  Hinfinity Control Synthesis for Linear Parabolic PDE Systems with ModelFree Policy Iteration  Exponential Synchronization of Complex Delayed Dynamical Networks with Uncertain Parameters via Intermittent Control  InverseFree Scheme of G1 Type to VelocityLevel Inverse Kinematics of Redundant Robot Manipulators  Design of FuzzyNeuralNetworkInherited Backstepping Control for Unmanned Underwater Vehicle  Neurodynamics Analysis  A New SampledData State Estimator for Neural Networks of NeutralType with TimeVarying Delays  Exponential Lag Synchronization for Delayed CohenGrossberg Neural Networks with Discontinuous Activations  Mean Square Exponential Stability of Stochastic Delayed Static Neural Networks With Markovian Switching  Robust Multistability and Multiperiodicity of Neural Networks with Time Delays  A Novel FourDimensional Memristive Hyperchaotic System with Its Analog Circuit Implementation  Memristor Crossbar Array for Image Storing  Lagrange Stability for MemristorBased Neural Networks with TimeVarying Delay via Matrix Measure  Multistability of Memristive Neural Networks with Nonmonotonic Piecewise Linear Activation Functions  Global Exponential Antisynchronization of Coupled Memristive Chaotic Neural Networks with Timevarying Delays  Computer Vision  Representative Video Action Discovery Using Interactive Nonnegative Matrix Factorization  Image Retrieval Based on Texture Direction Feature and Online Feature Selection  Interlinked Convolutional Neural Networks for Face Parsing  Image Tag Completion by Local Learning  Haarlike Feature Revisited: Fast Human Detection Based on Multiple Channel Maps  Wood Surface Quality Detection and Classification Using Gray Level and Texture Features  Aerial Scene Classification with Convolutional Neural Networks  Signal Processing  A New Method for Image Quantization Based on Adaptive Region Related Heterogeneous PCNN  Noisy Image Fusion Based on a Neural Network with Linearly Constrained Least Square Optimization  A Singing Voice/Music Separation Method Based on Nonnegative Tensor Factorization and Repeat Pattern Extraction  Automatic Extraction of Cervical Vertebrae from Ultrasonography with Fuzzy ART Clustering  Fast Basis Searching Method of Adaptive Fourier Decomposition Based on NelderMead Algorithm for ECG Signals  Frequency Recognition Based on WaveletIndependent Component Analysis for SSVEPBased BCIs  Machine Learning  An MCMC Based EM Algorithm for Mixtures of Gaussian Processes  Automatic Model Selection of the Mixtures of Gaussian Processes for Regression  An Effective Model Selection Criterion for Mixtures of Gaussian Processes  Orthogonal Basis Extreme Learning Algorithm and Function Approximation  Large Scale Text Clustering Method Study Based on MapReduce  Representing Data by Sparse Combination of Contextual Data Points for Classification  A Novel KMeans Evolving Spiking Neural Network Model for Clustering Problems  Prediction of Individual Fish Trajectory from Its Neighbors' Movement by a Recurrent Neural Network  Shortterm Wind Speed Forecasting Using A Multimodel Ensemble  Optimization  Power Control Optimization Method for Transmitted Signals in OFDM Communication Systems  A Neurodynamic Optimization Approach to Bilevel Linear Programming  A Nonlinear Neural Network's Stability Analysis and Its kWTA Application  ContinuousTime Multiagent Network for Distributed Least Absolute Deviation  A Fully ComplexValued Neural Network for Rapid Solution of ComplexValued Systems of Linear Equations  Novel Approaches and Applications  Sparse Representation via Intracellular and Extracellular Mechanisms  Load Balancing Algorithm Based on Neural Network in Heterogeneous Wireless Networks  Realtime MultiApplication Network Traffic Identification Based on Machine Learning  A New VirusAntivirus Spreading Model  Exploring Feature Extraction and ELM in Malware Detection for Android Devices  DataDriven Optimization of SIRMs Connected NeuralFuzzy System with Application to Cooling and Heating Loads Prediction
 Control code
 SPR932169750
 Dimensions
 unknown
 Extent
 1 online resource (xvi, 510 p.)
 File format
 multiple file formats
 Form of item
 online
 Isbn
 9783319253930
 Level of compression
 uncompressed
 Media category
 computer
 Media MARC source
 rdamedia
 Media type code
 c
 Other control number
 10.1007/9783319253930
 Other physical details
 col. ill.
 Quality assurance targets
 absent
 Reformatting quality
 access
 Specific material designation
 remote
Subject
 Algorithm Analysis and Problem Complexity
 Algorithms
 Artificial Intelligence (incl. Robotics)
 Artificial intelligence
 Computer Science
 Computer science
 Data Mining and Knowledge Discovery
 Data mining
 Image Processing and Computer Vision
 Image processing
 Mathematical Models of Cognitive Processes and Neural Networks
 Neural networks (Computer science)
 Neural networks (Computer science)  Congresses
 Pattern Recognition
 Pattern perception
Genre
Member of
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<div class="citation" vocab="http://schema.org/"><i class="fa faexternallinksquare fafw"></i> Data from <span resource="http://link.liverpool.ac.uk/portal/AdvancesinNeuralNetworksISNN201512th/aDmRUg81bdA/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.liverpool.ac.uk/portal/AdvancesinNeuralNetworksISNN201512th/aDmRUg81bdA/">Advances in Neural Networks  ISNN 2015 : 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 1518, 2015, Proceedings, edited by Xiaolin Hu, Yousheng Xia, Yunong Zhang, Dongbin Zhao, (electronic book)</a></span>  <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.liverpool.ac.uk/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.liverpool.ac.uk/">University of Liverpool</a></span></span></span></span></div>