Advances in Neuro-Information Processing: 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers

Front Cover
Springer Science & Business Media, Jul 10, 2009 - Computers - 1087 pages
The two volumes contain the papers presented at the ICONIP 2008 conference of the Asia Paci?c Neural Network Assembly, held in Auckland, New Zealand, November 25–28, 2008. ICONIP 2008 attracted around 400 submissions, with approx. 260 pres- tations accepted, many of them invited. ICONIP 2008 covered a large scope of topics in the areas of: methods and techniques of arti?cial neural networks, n- rocomputers, brain modeling, neuroscience, bioinformatics, pattern recognition, intelligent information systems, quantum computation, and their numerous - plications in almost all areas of science, engineering, medicine, the environment, and business. One of the features of the conference was the list of 20 plenary and invited speakers, all internationally established scientists, presenting their recent work. Amongthem: ProfessorsShun-ichiAmari,RIKENBrainScience Institute;Shiro Usui, RIKEN Brain Science Institute, Japan; Andrzej Cichocki, RIKEN Brain Science Institute; Takeshi Yamakawa, Kyushu Institute of Technology; Kenji Doya, Okinawa Institute of Science and Technology; Youki Kadobayashi, - tional Institute of Information and Communications Technology, Japan; Sung- Bae Cho, Yonsei University, Korea; Alessandro Villa, University of Grenoble, France; Danilo Mandic, Imperial College, UK; Richard Duro, Universidade da Coruna,Spain,AndreasKo ¨nig,TechnischeUniversit¨ atKaiserslautern,Germany; Yaochu Jin, Honda Research Institute Europe, Germany; Bogdan Gabrys, U- versityofBournemouth,UK;JunWang,ChineseUniversityofHongKong;Mike Paulin, Otago University, New Zealand; Mika Hirvensalo, University of Turku, Finland;LeiXu,ChineseUniversityofHongKongandBeijingUniversity,China; Wlodzislaw Duch, Nicholaus Copernicus University, Poland; Gary Marcus, New York University, USA.
 

What people are saying - Write a review

We haven't found any reviews in the usual places.

Contents

A Novel Method for Manifold Construction
3
A Nonlinear Classifier for Symbolic Interval Data Based on a Region Oriented Approach
11
A Symmetrical Model Applied to IntervalValued Data Containing Outliers with HeavyTail Distribution
19
New Neuron Model for Blind Source Separation
27
A New Generalized Error Based Approach
37
Local Feature Selection in Text Clustering
45
Sprinkled Latent Semantic Indexing for Text Classification with Background Knowledge
53
Comparison of Cluster Algorithms for the Analysis of Text Data Using Kolmogorov Complexity
61
ClassDependent Feature Selection for Face Recognition
551
Partial Clustering for Tissue Segmentation in MRI
559
Time Series Analysis for Long Term Prediction of Human Movement Trajectories
567
Error Analysis of a Submillimeter RealTime Target Recognition System with a Moving Camera
575
Automatic Plaque Boundary Extraction in Intravascular Ultrasound Image by Fuzzy Inference with Adaptively Allocated Membership Functions
583
Gabor Neural Network Based Facial Expression Recognition for Assistive Speech Expression
591
Investigations into Particle Swarm Optimization for Multiclass Shape Recognition
599
Patterns of Interactions in Complex Social Networks Based on Coloured Motifs Analysis
607

Neurocognitive Approach to Clustering of PubMed Query Results
70
Personalizing Web Search with Cognitive User Profile Model
80
Neurocognitive Approach to Creativity in the Domain of WordInvention
88
Improving Personal Credit Scoring with HLVQC
97
Architecture of BehaviorBased Function Approximator for Adaptive Control
104
On Efficient Content Based Information Retrieval Using SVM and Higher Order Correlation Analysis
112
Neural Networks Learning Paradigm
120
String SelfOrganizing Maps
121
Neural Network Smoothing of Geonavigation Data on the Basis of Multilevel Regularization Algorithm
131
KnowledgeBased Rule Extraction from SelfOrganizing Maps
139
A Bayesian Local Linear Wavelet Neural Network
147
Analysis on Equilibrium Point of Expectation Propagation Using Information Geometry
155
Partially Enhanced Competitive Learning
163
Feature Detection by Structural Enhanced Information
171
Gradient Learning in Networks of Smoothly Spiking Neurons
179
Orthogonalization and Thresholding Method for a Nonparametric Regression Problem
187
Analysis of Ising Spin Neural Network with TimeDependent MexicanHatType Interaction
195
Divided Chaotic Associative Memory for Successive Learning
203
Reinforcement Learning Using Kohonen Feature Map Associative Memory with Refractoriness Based on Area Representation
212
Automatic Model Selection via Corrected Error Backpropagation
220
SelfReferential Event Lists for SelfOrganizing Modular Reinforcement Learning
228
Generalisation Performance vs Architecture Variations in Constructive Cascade Networks
236
Synchronized Oriented Mutations Algorithm for Training Neural Controllers
244
Quality of Fitness Estimates vs Number of Solutions Analysed
252
Robust Algorithm for Feature Selection
260
Enhanced Visualization by Combing SOM and Mixture Models
268
Genetic Versus NearestNeighbor Imputation of Missing Attribute Values for RBF Networks
276
Combination of Dynamic Reservoir and Feedforward Neural Network for Time Series Forecasting
284
Learning Nonadjacent Dependencies with a Recurrent Neural Network
292
A BackPropagation Training Method for Multilayer Pulsed Neural Networks Using Principle of Duality
300
Revisiting the Problem of Weight Initialization for MultiLayer Perceptrons Trained with Back Propagation
308
Analysis on Generalization Error of Faulty RBF Networks with Weight Decay Regularizer
316
On NodeFaultInjection Training of an RBF Network
324
Kernel Methods and SVM
332
A Geometric Approach
333
Asbestos Detection from Microscope Images Using Support Vector Random Field of Local Color Features
344
Acoustic Echo Cancellation Using Gaussian Processes
353
Automatic Particle Detection and Counting by OneClass SVM from Microscope Image
361
Protein Folding Classification by Committee SVM Array
369
Implementation of the MLP Kernel
378
Fuzzy Rules Extraction from Support Vector Machines for Multiclass Classification with Feature Selection
386
An SVM Based Approach to CrossLanguage Adaptation for Indian Languages
394
Automatic Classification System for the Diagnosis of Alzheimer Disease Using ComponentBased SVM Aggregations
402
Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel Machines
410
Computer Aided Diagnosis of Alzheimer Disease Using Support Vector Machines and Classification Trees
418
Modeling and Prediction of Nonlinear EEG Signal Using Local SVM Method
426
Neural Networks as a Soft Computing Technology
434
Suitability of Using SelfOrganizing Neural Networks in Configuring PSystem Communications Architectures
435
Short Term Load Forecasting STLF Using Artificial Neural Network Based Multiple Lags of Time Series
445
Neural Network Regression for LHF Process Optimization
453
Trading Strategy in Foreign Exchange Market Using Reinforcement Learning Hierarchical NeuroFuzzy Systems
461
Improving Multi StepAhead Model Prediction through Backward Elimination Method in Multiple Neural Networks Combination
469
A Novel Adaptive ResourceAware PNN Algorithm Based on MichiganNested Pittsburgh PSO
477
Imputation of Missing Data Using PCA NeuroFuzzy and Genetic Algorithms
485
Feature Selection Method with MultiPopulation Agent Genetic Algorithm
493
Particle Swarm Optimization and Differential Evolution in Fuzzy Clustering
501
Intelligent Control of Heating Ventilating and Air Conditioning Systems
509
Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity
517
Neural Networks and Pattern Recognition
525
Dynamic Programming Stereo on RealWorld Sequences
527
HappySad Expression Recognition Using Emotion Geometry Feature and Support Vector Machine
535
A New Principal Axis Based Line Symmetry Measurement and Its Application to Clustering
543
Initialization Dependence of Clustering Algorithms
615
Boundary Detection from Spectral Information
623
Improvement of Practical Recurrent Learning Method and Application to a Pattern Classification Task
631
An Automatic Intelligent Language Classifier
639
Gender Classification by Combining Facial and Hair Information
647
A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition
655
Interactive Trouble Condition Sign Discovery for Hydroelectric Power Plants
663
An Asbestos Counting Method from Microscope Images of Building Materials Using Summation Kernel of Color and Shape
671
Evaluation of Prediction Capability of Nonrecursion Type 2ndorder Volterra Neuron Network for Electrocardiogram
679
A New ARTLMS Neural Network for the Image Restoration
687
Moving Vehicle Tracking Based on SIFT Active Particle Choosing
695
Classification of Fundus Images for Diagnosing Glaucoma by SelfOrganizing Map and Learning Vector Quantization
703
Facial Expression Recognition Techniques Using Constructive Feedforward Neural Networks and KMeans Algorithm
711
A Neural Network Based Classification of Human Blood Cells in a Multiphysic Framework
720
A Comparison of Real and Binary Coded GAMLP Techniques
728
A Robust Technique for Background Subtraction in Traffic Video
736
Gabor Filters as Feature Images for Covariance Matrix on Texture Classification Problem
745
Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks
752
HardwareBased Solutions Utilizing Random Forests for Object Recognition
760
A Neural Oscillation Model for Contour Separation in Color Images
768
A Color Image Segmentation Using Inhibitory Connected Pulse Coupled Neural Network
776
Generating Saliency Map Related to Motion Based on Selforganized Feature Extracting
784
Intelligent Face Image Retrieval Using Eigenpaxels and Learning Similarity Metrics
792
The Role of the Infant Vision System in 3D Object Recognition
800
Virtual Fence for a Surveillance System
808
Application of mnSOM on Linking External Exposure to Internal Load
816
Neuromorphic Hardware and Embedded Neural Networks
824
Automated and Holistic Design of Intelligent and Distributed Integrated Sensor Systems with Selfx Properties for Applications in Vision Robotics Sm...
827
Hardware Design of Japanese Hand Sign Recognition System
835
Blind Source Separation System Using Stochastic Arithmetic on FPGA
843
NoiseTolerant Analog Circuits for Sensory Segmentation Based on Symmetric STDP Learning
851
A Novel Approach for Hardware Based Sound Classification
859
The Generalized Product Neuron Model in Complex Domain
867
PulseType Hardware Neural Network with Two Time Windows in STDP
877
Time Evaluation for WTA Hopfield Type Circuits Affected by CrossCoupling Capacitances
885
Circuit FPGA for Active Rules Selection in a Transition P System Region
893
Machine Learning and Information Algebra
901
Model Selection Method for AdaBoost Using Formal Information Criteria
902
The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method
911
On WeightNoiseInjection Training
919
Intelligent Control of Heating Ventilating and Air Conditioning Systems
927
Bregman Divergences and Multidimensional Scaling
935
Collective Activations to Generate SelfOrganizing Maps
943
A ClosedForm Estimator of Fully Visible Boltzmann Machines
951
Incremental Learning in the Nonnegative Matrix Factorization
960
Contextual Behaviors and Internal Representations Acquired by Reinforcement Learning with a Recurrent Neural Network in a Continuous State and ...
970
Improving the Quality of EEG Data in Patients with Alzheimers Disease Using ICA
979
Global Minimization of the Projective Nonnegative Matrix Factorization
987
Learning Sparse Representations Using a Parametric Cauchy Density
994
A OneLayer Recurrent Neural Network for Nonsmooth Convex Optimization Subject to Linear Equality Constraints
1003
BrainComputer Interface
1011
A Study on Application of Reliability Based Automatic Repeat Request to Brain Computer Interfaces
1013
Analysis on SaccadeRelated Independent Components by Various ICA Algorithms for Developing BCI
1021
Policy Gradient Learning of Cooperative Interaction with a Robot Using Users Biological Signals
1029
RealTime Embedded EEGBased BrainComputer Interface
1038
Neural Network Implementations
1046
The Design Automation Problem
1049
The Deferred Event Model for HardwareOriented Spiking Neural Networks
1057
Particle Swarm Optimization with SIMDOriented Fast Mersenne Twister on the Cell Broadband Engine
1065
DNA Computing Hardware Design and Application to Multiclass Cancer Data
1072
Author Index
1080
Copyright

Other editions - View all

Common terms and phrases