Artificial Neural Networks - ICANN 2006: 16th International Conference, Athens, Greece, September 10-14, 2006, Proceedings

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Springer Science & Business Media, 2006 - Artificial intelligence - 1028 pages
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Contents

Connectionist Model Generation
1
A Neural Scheme for Robust Detection of Transparent Logos in TV Programs
14
A Neural Network to Retrieve Images from Text Queries
24
Techniques for Still Image Scene Classification and Object Detection
35
Adaptation of Weighted Fuzzy Programs
45
Classified Ranking of Semantic Content Filtered Output Using Selforganizing Neural Networks
55
Combination Methods For Semantic Indexing in Video Content
65
Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors
75
Requirements for the Transmission of Streaming Video in Mobile Wireless Networks
528
Wavelet Based Estimation of Saliency Maps in Visual Attention Algorithms
538
Feature Binding Through Selective Attention
548
Rotation Invariant Recognition of Road Signs with Ensemble of 1NN Neural Classifiers
558
Computer Aided Classification of Mammographic Tissue Using Independent Component Analysis and Support Vector Machines
568
Growing Neural Gas for Vision Tasks with Time Restrictions
578
A FixedPoint Algorithm of Topographic ICA
587
Image Compression by Vector Quantization with Recurrent Discrete Networks
595

A Relevance Feedback Approach for Content Based Image Retrieval Using Gaussian Mixture Models
84
Video Representation and Retrieval Using Spatiotemporal Descriptors and Region Relations
94
Bridging the Syntactic and the Semantic Web Search
104
ContentBased Coin Retrieval Using Invariant Features and Selforganizing Maps
113
Learning TimeSeries Similarity with a Neural Network by Combining Similarity Measures
123
Prediction Improvement via Smooth Component Analysis and Neural Network Mixing
133
Missing Value Estimation for DNA Microarrays with Mutliresolution Schemes
141
Applying REC Analysis to Ensembles of SigmaPoint Kalman Filters
151
Application in Time Series Prediction
161
Summarization of Time Series Using a SOM Learned with a LVQType Algorithm
171
LongTerm Prediction of Time Series Using StateSpace Models
181
Time Series Prediction Using Fuzzy Wavelet Neural Network Model
191
OFDM Channel Equalization Based on Radial Basis Function Networks
201
A Quasistochastic Gradient Algorithm for VarianceDependent Component Analysis
211
Two ICA Algorithms Applied to BSS in Nondestructive Vibratory Tests
221
ReferenceBased Extraction
230
Analytic Solution of Hierarchical Variational Bayes in Linear Inverse Problem
240
Nonnegative Matrix Factorization for Motor Imagery EEG Classification
250
A Comparative Study and Digits Recognition Application
260
Interpolating Support Information Granules
270
Feature Selection Based on Kernel Discriminant Analysis
282
Local Selection of Model Parameters in Probability Density Function Estimation
292
The SphereConcatenate Method for Gaussian Process Canonical Correlation Analysis
302
Theory of a ProbabilisticDependence Measure of Dissimilarity Among Multiple Clusters
311
Kernel PCA as a Visualization Tools for Clusters Identifications
321
A Fast FixedPoint Algorithm for TwoClass Discriminative Feature Extraction
330
Feature Extraction with Weighted Samples Based on Independent Component Analysis
340
Discriminant Analysis by a Neural Network with Mahalanobis Distance
350
Assessment of an Unsupervised Feature Selection Method for Generative Topographic Mapping
361
A Model Selection Method Based on Bound of Learning Coefficient
371
Sequential Learning with LSSVM for LargeScale Data Sets
381
A Nearest Features Classifier Using a Selforganizing Map for Memory Base Evaluation
391
A Multisensor Fusion System for the Detection of Plant Viruses by Combining Artificial Neural Networks
401
Normalization Technique
410
An Evolutionary Approach to Automatic Kernel Construction
417
A LeaveKOut CrossValidation Scheme for Unsupervised Kernel Regression
427
Neural Network Clustering Based on Distances Between Objects
437
A Procedure Slightly Inspired on Olfactory System and Based on Kohonen Network
444
Pattern Classification Using Composite Features
451
Towards a Control Theory of Attention
461
Tracing Back FeedForward Activation Using Localized Saliency Computations
471
An Attention Based Similarity Measure for Colour Images
481
Learning by Integrating Information Within and Across Fixations
488
Feature Conjunctions in Visual Search
498
A Biologically Motivated System for Unconstrained Online Learning of Visual Objects
508
SecondOrder NonFourier AttentionBased Face Detection
518
Feature Extraction Using ClassAugmented Principal Component Analysis CAPCA
606
Single and Group Frame Features
616
Human Facial Expression Recognition Using Hybrid Network of PCA and RBFN
624
Extracting Motion Primitives from Natural Handwriting Data
634
Including Metric Space Topology in Neural Networks Training by Ordering Patterns
644
A Technical Trading Indicator Based on Dynamical Consistent Neural Networks
654
Testing the Random Walk Hypothesis with Neural Networks
664
Two Case Studies in Greece
672
Credit Risk Analysis Using a ReliabilityBased Neural Network Ensemble Model
682
Competitive and Collaborative Mixtures of Experts for Financial Risk Analysis
691
Kernel Regression Based ShortTerm Load Forecasting
701
Electricity Load Forecasting Using Self Organizing Maps
709
A Hybrid Neural Model in LongTerm Electrical Load Forecasting
717
Application of Radial Basis Function Networks for Wind Power Forecasting
726
The Application of Neural Networks to Electric Power Grid Simulation
736
Early Detection of Winding Faults in Windmill Generators Using Wavelet Transform and ANN Classification
746
Combining Artificial Neural Networks and Heuristic Rules in a Hybrid Intelligent Load Forecast System
757
New Phenemenon on Power Transformers and Fault Identification Using Artificial Neural Networks
767
Neural Network Based Algorithm for Radiation Dose Evaluation in Heterogeneous Environments
777
Exploring the Intrinsic Structure of Magnetic Resonance Spectra Tumor Data Based on Independent Component Analysis and Correlation Analysis
788
Exploratory Data Analysis
798
Semisupervised Significance Score of Differential Gene Expressions
808
Semi Supervised Fuzzy Clustering Networks for Constrained Analysis of TimeSeries Gene Expression Data
818
Evolutionary Optimization of Sequence Kernels for Detection of Bacterial Gene Starts
827
TreeDependent Components of Gene Expression Data for Clustering
837
A Neural Model in Antispam Systems
847
A Neural Model in Intrusion Detection Systems
856
Improved Kernel Based Intrusion Detection System
863
Testing the Fraud Detection Ability of Different User Profiles by Means of FFNN Classifiers
872
Predicting Users Movement with a Combination of SelfOrganizing Map and Markov Model
884
Learning Manifolds in Forensic Data
894
Marketing Applications of a TwoLevel SOM
904
A Neural Network Approach to Study O3 and PM10 Concentration in Environmental Pollution
913
ROC Analysis as a Useful Tool for Performance Evaluation of Artificial Neural Networks
923
NewPRCombining TFIDF with Pagerank
932
A Fast Algorithm for Words Reordering Based on Language Model
943
Phonetic Feature Discovery in Speech Using SnapDrift Learning
952
A New NeuroDominance Rule for Single Machine Tardiness Problem with Unequal Release Dates
963
Support Vector Machines
974
Nondestructive Testing for Assessing Structures by Using SoftComputing
982
Neural Unit Element Application for in Use Microwave Circuitry
992
An Artificial Neural Network Based Simulation Metamodeling Approach for Dual Resource Constrained Assembly Line
1002
A Packet Routing Method Using Chaotic Neurodynamics for Complex Networks
1012
Author Index
1023
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