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

Front Matter....Pages -
The Core Method: Connectionist Model Generation....Pages 1-13
A Neural Scheme for Robust Detection of Transparent Logos in TV Programs....Pages 14-23
A Neural Network to Retrieve Images from Text Queries....Pages 24-34
Techniques for Still Image Scene Classification and Object Detection....Pages 35-44
Adaptation of Weighted Fuzzy Programs....Pages 45-54
Classified Ranking of Semantic Content Filtered Output Using Self-organizing Neural Networks....Pages 55-64
Classifier Fusion: Combination Methods For Semantic Indexing in Video Content....Pages 65-74
Retrieval of Multimedia Objects by Combining Semantic Information from Visual and Textual Descriptors....Pages 75-83
A Relevance Feedback Approach for Content Based Image Retrieval Using Gaussian Mixture Models....Pages 84-93
Video Representation and Retrieval Using Spatio-temporal Descriptors and Region Relations....Pages 94-103
Bridging the Syntactic and the Semantic Web Search....Pages 104-112
Content-Based Coin Retrieval Using Invariant Features and Self-organizing Maps....Pages 113-122
Learning Time-Series Similarity with a Neural Network by Combining Similarity Measures....Pages 123-132
Prediction Improvement via Smooth Component Analysis and Neural Network Mixing....Pages 133-140
Missing Value Estimation for DNA Microarrays with Mutliresolution Schemes....Pages 141-150
Applying REC Analysis to Ensembles of Sigma-Point Kalman Filters....Pages 151-160
Analysis of Fast Input Selection: Application in Time Series Prediction....Pages 161-170
A Linguistic Approach to a Human-Consistent Summarization of Time Series Using a SOM Learned with a LVQ-Type Algorithm....Pages 171-180
Long-Term Prediction of Time Series Using State-Space Models....Pages 181-190
Time Series Prediction Using Fuzzy Wavelet Neural Network Model....Pages 191-200
OFDM Channel Equalization Based on Radial Basis Function Networks....Pages 201-210
A Quasi-stochastic Gradient Algorithm for Variance-Dependent Component Analysis....Pages 211-220
Two ICA Algorithms Applied to BSS in Non-destructive Vibratory Tests....Pages 221-229
Reference-Based Extraction of Phase Synchronous Components....Pages 230-239
Analytic Solution of Hierarchical Variational Bayes in Linear Inverse Problem....Pages 240-249
Nonnegative Matrix Factorization for Motor Imagery EEG Classification....Pages 250-259
Local Factor Analysis with Automatic Model Selection: A Comparative Study and Digits Recognition Application....Pages 260-269
Interpolating Support Information Granules....Pages 270-281
Feature Selection Based on Kernel Discriminant Analysis....Pages 282-291
Local Selection of Model Parameters in Probability Density Function Estimation....Pages 292-301
The Sphere-Concatenate Method for Gaussian Process Canonical Correlation Analysis....Pages 302-310
Theory of a Probabilistic-Dependence Measure of Dissimilarity Among Multiple Clusters....Pages 311-320
Kernel PCA as a Visualization Tools for Clusters Identifications....Pages 321-329
A Fast Fixed-Point Algorithm for Two-Class Discriminative Feature Extraction....Pages 330-339
Feature Extraction with Weighted Samples Based on Independent Component Analysis....Pages 340-349
Discriminant Analysis by a Neural Network with Mahalanobis Distance....Pages 350-360
Assessment of an Unsupervised Feature Selection Method for Generative Topographic Mapping....Pages 361-370
A Model Selection Method Based on Bound of Learning Coefficient....Pages 371-380
Sequential Learning with LS-SVM for Large-Scale Data Sets....Pages 381-390
A Nearest Features Classifier Using a Self-organizing Map for Memory Base Evaluation....Pages 391-400
A Multisensor Fusion System for the Detection of Plant Viruses by Combining Artificial Neural Networks....Pages 401-409
A Novel Connectionist-Oriented Feature Normalization Technique....Pages 410-416
An Evolutionary Approach to Automatic Kernel Construction....Pages 417-426
A Leave-K-Out Cross-Validation Scheme for Unsupervised Kernel Regression....Pages 427-436
Neural Network Clustering Based on Distances Between Objects....Pages 437-443
Rotation-Invariant Pattern Recognition: A Procedure Slightly Inspired on Olfactory System and Based on Kohonen Network....Pages 444-450
Pattern Classification Using Composite Features....Pages 451-460
Towards a Control Theory of Attention....Pages 461-470
Localization of Attended Multi-feature Stimuli: Tracing Back Feed-Forward Activation Using Localized Saliency Computations....Pages 471-480
An Attention Based Similarity Measure for Colour Images....Pages 481-487
Learning by Integrating Information Within and Across Fixations....Pages 488-497
Feature Conjunctions in Visual Search....Pages 498-507
A Biologically Motivated System for Unconstrained Online Learning of Visual Objects....Pages 508-517
Second-Order (Non-Fourier) Attention-Based Face Detection....Pages 518-527
Requirements for the Transmission of Streaming Video in Mobile Wireless Networks....Pages 528-537
Wavelet Based Estimation of Saliency Maps in Visual Attention Algorithms....Pages 538-547
Selective Tuning: Feature Binding Through Selective Attention....Pages 548-557
Rotation Invariant Recognition of Road Signs with Ensemble of 1-NN Neural Classifiers....Pages 558-567
Computer Aided Classification of Mammographic Tissue Using Independent Component Analysis and Support Vector Machines....Pages 568-577
Growing Neural Gas for Vision Tasks with Time Restrictions....Pages 578-586
A Fixed-Point Algorithm of Topographic ICA....Pages 587-594
Image Compression by Vector Quantization with Recurrent Discrete Networks....Pages 595-605
Feature Extraction Using Class-Augmented Principal Component Analysis (CA-PCA)....Pages 606-615
A Comparative Study of the Objectionable Video Classification Approaches Using Single and Group Frame Features....Pages 616-623
Human Facial Expression Recognition Using Hybrid Network of PCA and RBFN....Pages 624-633
Extracting Motion Primitives from Natural Handwriting Data....Pages 634-643
Including Metric Space Topology in Neural Networks Training by Ordering Patterns....Pages 644-653
A Technical Trading Indicator Based on Dynamical Consistent Neural Networks....Pages 654-663
Testing the Random Walk Hypothesis with Neural Networks....Pages 664-671
Financial Application of Neural Networks: Two Case Studies in Greece....Pages 672-681
Credit Risk Analysis Using a Reliability-Based Neural Network Ensemble Model....Pages 682-690
Competitive and Collaborative Mixtures of Experts for Financial Risk Analysis....Pages 691-700
Kernel Regression Based Short-Term Load Forecasting....Pages 701-708
Electricity Load Forecasting Using Self Organizing Maps....Pages 709-716
A Hybrid Neural Model in Long-Term Electrical Load Forecasting....Pages 717-725
Application of Radial Basis Function Networks for Wind Power Forecasting....Pages 726-735
The Application of Neural Networks to Electric Power Grid Simulation....Pages 736-745
Early Detection of Winding Faults in Windmill Generators Using Wavelet Transform and ANN Classification....Pages 746-756
Combining Artificial Neural Networks and Heuristic Rules in a Hybrid Intelligent Load Forecast System....Pages 757-766
New Phenemenon on Power Transformers and Fault Identification Using Artificial Neural Networks....Pages 767-776
Neural Network Based Algorithm for Radiation Dose Evaluation in Heterogeneous Environments....Pages 777-787
Exploring the Intrinsic Structure of Magnetic Resonance Spectra Tumor Data Based on Independent Component Analysis and Correlation Analysis....Pages 788-797
Fusing Biomedical Multi-modal Data for Exploratory Data Analysis....Pages 798-807
Semi-supervised Significance Score of Differential Gene Expressions....Pages 808-817
Semi Supervised Fuzzy Clustering Networks for Constrained Analysis of Time-Series Gene Expression Data....Pages 818-826
Evolutionary Optimization of Sequence Kernels for Detection of Bacterial Gene Starts....Pages 827-836
Tree-Dependent Components of Gene Expression Data for Clustering....Pages 837-846
A Neural Model in Anti-spam Systems....Pages 847-855
A Neural Model in Intrusion Detection Systems....Pages 856-862
Improved Kernel Based Intrusion Detection System....Pages 863-871
Testing the Fraud Detection Ability of Different User Profiles by Means of FF-NN Classifiers....Pages 872-883
Predicting User’s Movement with a Combination of Self-Organizing Map and Markov Model....Pages 884-893
Learning Manifolds in Forensic Data....Pages 894-903
A Comparison of Target Customers in Asian Online Game Markets: Marketing Applications of a Two-Level SOM....Pages 904-912
A Neural Network Approach to Study O 3 and PM 10 Concentration in Environmental Pollution....Pages 913-922
ROC Analysis as a Useful Tool for Performance Evaluation of Artificial Neural Networks....Pages 923-931
NewPR-Combining TFIDF with Pagerank....Pages 932-942
A Fast Algorithm for Words Reordering Based on Language Model....Pages 943-951
Phonetic Feature Discovery in Speech Using Snap-Drift Learning....Pages 952-962
A New Neuro-Dominance Rule for Single Machine Tardiness Problem with Unequal Release Dates....Pages 963-973
A Competitive Approach to Neural Device Modeling: Support Vector Machines....Pages 974-981
Non-destructive Testing for Assessing Structures by Using Soft-Computing....Pages 982-991
Neural Unit Element Application for in Use Microwave Circuitry....Pages 992-1001
An Artificial Neural Network Based Simulation Metamodeling Approach for Dual Resource Constrained Assembly Line....Pages 1002-1011
A Packet Routing Method Using Chaotic Neurodynamics for Complex Networks....Pages 1012-1021
Back Matter....Pages -