Artificial Neural Networks – ICANN 2009: 19th International Conference, Limassol, Cyprus, September 14-17, 2009, Proceedings, Part I

Front Matter....Pages -
Epileptic Seizure Prediction and the Dimensionality Reduction Problem....Pages 1-9
Discovering Diagnostic Gene Targets and Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence over Gene Expression Data....Pages 10-19
Mining Rules for the Automatic Selection Process of Clustering Methods Applied to Cancer Gene Expression Data....Pages 20-29
A Computational Retina Model and Its Self-adjustment Property....Pages 30-39
Mental Simulation, Attention and Creativity....Pages 40-53
BSDT Atom of Consciousness Model, AOCM: The Unity and Modularity of Consciousness....Pages 54-64
Generalized Simulated Annealing and Memory Functioning in Psychopathology....Pages 65-74
Algorithms for Structural and Dynamical Polychronous Groups Detection....Pages 75-84
Logics and Networks for Human Reasoning....Pages 85-94
Simbed: Similarity-Based Embedding....Pages 95-104
PCA-Based Representations of Graphs for Prediction in QSAR Studies....Pages 105-114
Feature Extraction Using Linear and Non-linear Subspace Techniques....Pages 115-124
Classification Based on Combination of Kernel Density Estimators....Pages 125-134
Joint Approximate Diagonalization Utilizing AIC-Based Decision in the Jacobi Method....Pages 135-144
Newtonian Spectral Clustering....Pages 145-154
Bidirectional Clustering of MLP Weights for Finding Nominally Conditioned Polynomials....Pages 155-164
Recognition of Properties by Probabilistic Neural Networks....Pages 165-174
On the Use of the Adjusted Rand Index as a Metric for Evaluating Supervised Classification....Pages 175-184
Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning....Pages 185-194
Kernel Alignment k -NN for Human Cancer Classification Using the Gene Expression Profiles....Pages 195-204
Convex Mixture Models for Multi-view Clustering....Pages 205-214
Strengthening the Forward Variable Selection Stopping Criterion....Pages 215-224
Features and Metric from a Classifier Improve Visualizations with Dimension Reduction....Pages 225-234
Fuzzy Cluster Validation Using the Partition Negentropy Criterion....Pages 235-244
Bayesian Estimation of Kernel Bandwidth for Nonparametric Modelling....Pages 245-254
Using Kernel Basis with Relevance Vector Machine for Feature Selection....Pages 255-264
Acquiring and Classifying Signals from Nanopores and Ion-Channels....Pages 265-274
Hand-Drawn Shape Recognition Using the SVM’ed Kernel....Pages 275-284
Selective Attention Improves Learning....Pages 285-294
Multi-stage Algorithm Based on Neural Network Committee for Prediction and Search for Precursors in Multi-dimensional Time Series....Pages 295-304
Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction....Pages 305-314
Identifying Customer Profiles in Power Load Time Series Using Spectral Clustering....Pages 315-324
Transformation from Complex Networks to Time Series Using Classical Multidimensional Scaling....Pages 325-334
Predicting the Occupancy of the HF Amateur Service with Neural Network Ensembles....Pages 335-344
An Associated-Memory-Based Stock Price Predictor....Pages 345-357
A Case Study of ICA with Multi-scale PCA of Simulated Traffic Data....Pages 358-367
Decomposition Methods for Detailed Analysis of Content in ERP Recordings....Pages 368-377
Outlier Analysis in BP/RP Spectral Bands....Pages 378-386
ANNs and Other Machine Learning Techniques in Modelling Models’ Uncertainty....Pages 387-396
Comparison of Adaptive Algorithms for Significant Feature Selection in Neural Network Based Solution of the Inverse Problem of Electrical Prospecting....Pages 397-405
Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error....Pages 406-415
Noiseless Independent Factor Analysis with Mixing Constraints in a Semi-supervised Framework. Application to Railway Device Fault Diagnosis....Pages 416-425
Speech Hashing Algorithm Based on Short-Time Stability....Pages 426-434
A New Method for Complexity Reduction of Neuro-fuzzy Systems with Application to Differential Stroke Diagnosis....Pages 435-444
LS Footwear Database - Evaluating Automated Footwear Pattern Analysis....Pages 445-454
Advanced Integration of Neural Networks for Characterizing Voids in Welded Strips....Pages 455-464
Connectionist Models for Formal Knowledge Adaptation....Pages 465-474
Modeling Human Operator Controlling Process in Different Environments....Pages 475-484
Discriminating between V and N Beats from ECGs Introducing an Integrated Reduced Representation along with a Neural Network Classifier....Pages 485-494
Mental Tasks Classification for a Noninvasive BCI Application....Pages 495-504
Municipal Creditworthiness Modelling by Radial Basis Function Neural Networks and Sensitive Analysis of Their Input Parameters....Pages 505-514
A Comparison of Three Methods with Implicit Features for Automatic Identification of P300s in a BCI....Pages 515-524
Computing with Probabilistic Cellular Automata....Pages 525-533
Delay-Induced Hopf Bifurcation and Periodic Solution in a BAM Network with Two Delays....Pages 534-543
Response Properties to Inputs of Memory Pattern Fragments in Three Types of Chaotic Neural Network Models....Pages 544-551
Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks....Pages 552-562
The Lin-Kernighan Algorithm Driven by Chaotic Neurodynamics for Large Scale Traveling Salesman Problems....Pages 563-572
Quadratic Assignment Problems for Chaotic Neural Networks with Dynamical Noise....Pages 573-582
Global Exponential Stability of Recurrent Neural Networks with Time-Dependent Switching Dynamics....Pages 583-592
Approximation Capability of Continuous Time Recurrent Neural Networks for Non-autonomous Dynamical Systems....Pages 593-602
Spectra of the Spike Flow Graphs of Recurrent Neural Networks....Pages 603-612
Activation Dynamics in Excitable Maps: Limits to Communication Can Facilitate the Spread of Activity....Pages 613-622
Learning Features by Contrasting Natural Images with Noise....Pages 623-632
Feature Selection for Neural-Network Based No-Reference Video Quality Assessment....Pages 633-642
Learning from Examples to Generalize over Pose and Illumination....Pages 643-652
Semi–supervised Learning with Constraints for Multi–view Object Recognition....Pages 653-662
Large-Scale Real-Time Object Identification Based on Analytic Features....Pages 663-672
Estimation Method of Motion Fields from Images by Model Inclusive Learning of Neural Networks....Pages 673-683
Hybrid Neural Systems for Reduced-Reference Image Quality Assessment....Pages 684-693
Representing Images with χ 2 Distance Based Histograms of SIFT Descriptors....Pages 694-703
Modelling Image Complexity by Independent Component Analysis, with Application to Content-Based Image Retrieval....Pages 704-714
Adaptable Neural Networks for Objects’ Tracking Re-initialization....Pages 715-724
Lattice Independent Component Analysis for fMRI Analysis....Pages 725-734
Adaptive Feature Transformation for Image Data from Non-stationary Processes....Pages 735-744
Bio-inspired Connectionist Architecture for Visual Detection and Refinement of Shapes....Pages 745-754
Evolving Memory Cell Structures for Sequence Learning....Pages 755-764
Measuring and Optimizing Behavioral Complexity for Evolutionary Reinforcement Learning....Pages 765-774
Combining Multiple Inputs in HyperNEAT Mobile Agent Controller....Pages 775-783
Evolving Spiking Neural Parameters for Behavioral Sequences....Pages 784-793
Robospike Sensory Processing for a Mobile Robot Using Spiking Neural Networks....Pages 794-803
Basis Decomposition of Motion Trajectories Using Spatio-temporal NMF....Pages 804-814
An Adaptive NN Controller with Second Order SMC-Based NN Weight Update Law for Asymptotic Tracking....Pages 815-822
Optimizing Control by Robustly Feasible Model Predictive Control and Application to Drinking Water Distribution Systems....Pages 823-834
Distributed Control over Networks Using Smoothing Techniques....Pages 835-844
Trajectory Tracking of a Nonholonomic Mobile Robot Considering the Actuator Dynamics: Design of a Neural Dynamic Controller Based on Sliding Mode Theory....Pages 845-854
Tracking with Multiple Prediction Models....Pages 855-864
Sliding Mode Control for Trajectory Tracking Problem - Performance Evaluation....Pages 865-874
Bilinear Adaptive Parameter Estimation in Fuzzy Cognitive Networks....Pages 875-884
AM-FM Texture Image Analysis of the Intima and Media Layers of the Carotid Artery....Pages 885-894
Unsupervised Clustering of Clickthrough Data for Automatic Annotation of Multimedia Content....Pages 895-904
Object Classification Using the MPEG-7 Visual Descriptors: An Experimental Evaluation Using State of the Art Data Classifiers....Pages 905-912
MuLVAT: A Video Annotation Tool Based on XML-Dictionaries and Shot Clustering....Pages 913-922
Multimodal Sparse Features for Object Detection....Pages 923-932
Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields....Pages 933-943
Contributor Diagnostics for Anomaly Detection....Pages 944-953
Indoor Localization Using Neural Networks with Location Fingerprints....Pages 954-963
Distributed Faulty Sensor Detection in Sensor Networks....Pages 964-975
Detection of Failures in Civil Structures Using Artificial Neural Networks....Pages 976-985
Congestion Control in Autonomous Decentralized Networks Based on the Lotka-Volterra Competition Model....Pages 986-996
Back Matter....Pages -