Artificial Neural Networks – ICANN 2010: 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part I

Front Matter....Pages -
IF-Inference Systems Design for Prediction of Ozone Time Series: The Case of Pardubice Micro-region....Pages 1-11
Superior-Order Curvature-Corrected Voltage Reference Using a Current Generator....Pages 12-21
A Neural Network-Based Method for Affine 3D Registration of FMRI Time Series Using Fourier Space Subsets....Pages 22-31
Neural Networks Regression Inductive Conformal Predictor and Its Application to Total Electron Content Prediction....Pages 32-41
Prediction of Compaction Characteristics of Granular Soils by Neural Networks....Pages 42-45
Modelling Power Output at Nuclear Power Plant by Neural Networks....Pages 46-49
Time Series Forecasting by Evolving Artificial Neural Networks Using “Shuffle”, Cross-Validation and Ensembles....Pages 50-53
Prediction of Power Consumption for Small Power Region Using Indexing Approach and Neural Network....Pages 54-59
Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks....Pages 60-66
Discovery of Exogenous Variables in Data with More Variables Than Observations....Pages 67-76
Bayesian Joint Optimization for Topic Model and Clustering....Pages 77-86
An Incremental Bayesian Approach for Training Multilayer Perceptrons....Pages 87-96
Application of Semi-Bayesian Neural Networks in the Identification of Load Causing Beam Yielding....Pages 97-100
Globally Optimal Structure Learning of Bayesian Networks from Data....Pages 101-106
Action Potential Bursts Modulate the NMDA-R Mediated Spike Timing Dependent Plasticity in a Biophysical Model....Pages 107-116
Cell Microscopic Segmentation with Spiking Neuron Networks....Pages 117-126
Investigation of Brain-Computer Interfaces That Apply Sound-Evoked Event-Related Potentials....Pages 127-134
Functional Connectivity Driven by External Stimuli in a Network of Hierarchically Organized Neural Modules....Pages 135-144
Transmission of Distributed Deterministic Temporal Information through a Diverging/Converging Three-Layers Neural Network....Pages 145-154
Noise-Induced Collective Migration for Neural Crest Cells....Pages 155-163
Unsupervised Learning of Relations....Pages 164-173
Learning Internal Representation of Visual Context in a Neural Coding Network....Pages 174-183
Simulating Biological-Inspired Spiking Neural Networks with OpenCL....Pages 184-187
Bio-inspired Architecture for Human Detection....Pages 188-192
Multilayer and Multipathway Simulation on Retina....Pages 193-198
Analysis of Astrophysical Ice Analogs Using Regularized Alternating Least Squares....Pages 199-204
A BCI System Based on Orthogonalized EEG Data and Multiple Multilayer Neural Networks in Parallel Form....Pages 205-210
Using an Artificial Neural Network to Determine Electrical Properties of Epithelia....Pages 211-216
Machine Learning and Personalized Modeling Based Gene Selection for Acute GvHD Gene Expression Data Analysis....Pages 217-223
Supervised Associative Learning in Spiking Neural Network....Pages 224-229
Dynamics and Function of a CA1 Model of the Hippocampus during Theta and Ripples....Pages 230-240
A Probabilistic Neural Network for Assessment of the Vesicoureteral Reflux’s Diagnostic Factors Validity....Pages 241-250
Shape-Based Tumor Retrieval in Mammograms Using Relevance-Feedback Techniques....Pages 251-260
Efficient Domain Decomposition for a Neural Network Learning Algorithm, Used for the Dose Evaluation in External Radiotherapy....Pages 261-266
Towards Better Receptor-Ligand Prioritization: How Machine Learning on Protein-Protein Interaction Data Can Provide Insight Into Receptor-Ligand Pairs....Pages 267-271
The DAMNED Simulator for Implementing a Dynamic Model of the Network Controlling Saccadic Eye Movements....Pages 272-281
A Model of Basal Ganglia in Saccade Generation....Pages 282-290
Computational Inferences on Alteration of Neurotransmission in Chemotaxis Learning in Caenorhabditis elegans ....Pages 291-300
Neuro-symbolic Representation of Logic Programs Defining Infinite Sets....Pages 301-304
A Model for Center-Surround Stimulus-Dependent Receptive Fields....Pages 305-310
Simple Constraints for Zero-Lag Synchronous Oscillations under STDP....Pages 311-316
Multilinear Decomposition and Topographic Mapping of Binary Tensors....Pages 317-326
Evolutionary q -Gaussian Radial Basis Functions for Improving Prediction Accuracy of Gene Classification Using Feature Selection....Pages 327-336
Sparse Coding for Feature Selection on Genome-Wide Association Data....Pages 337-346
Self-adaptive Artificial Neural Network in Numerical Models Calibration....Pages 347-350
Measuring Adjective Spaces....Pages 351-355
Echo State Networks with Sparse Output Connections....Pages 356-361
On Estimating Mutual Information for Feature Selection....Pages 362-367
Using Correlation Dimension for Analysing Text Data....Pages 368-373
Designing Simple Nonlinear Filters Using Hysteresis of Single Recurrent Neurons for Acoustic Signal Recognition in Robots....Pages 374-383
Automatic Segmentation of Color Lip Images Based on Morphological Filter....Pages 384-387
Learning in a Unitary Coherent Hippocampus....Pages 388-394
Collaborative Filtering through SVD-Based and Hierarchical Nonlinear PCA....Pages 395-400
A Novel Tuning Method for Neural Oscillators with a Ladder-Like Structure Based on Oscillation Analysis....Pages 401-410
Ensemble-Based Methods for Cancellable Biometrics....Pages 411-414
A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection....Pages 415-421
Using Evolutionary Multiobjective Techniques for Imbalanced Classification Data....Pages 422-427
Modeling the Ase 20 Greek Index Using Artificial Neural Nerworks Combined with Genetic Algorithms....Pages 428-435
A Hybrid Approach for Artifact Detection in EEG Data....Pages 436-441
Improving the Scalability of Recommender Systems by Clustering Using Genetic Algorithms....Pages 442-449
A Directional Laplacian Density for Underdetermined Audio Source Separation....Pages 450-459
Frontal View Recognition Using Spectral Clustering and Subspace Learning Methods....Pages 460-469
Improving the Robustness of Subspace Learning Techniques for Facial Expression Recognition....Pages 470-479
Variational Bayesian Image Super-Resolution with GPU Acceleration....Pages 480-489
A Novel Approach for Hardware Based Sound Localization....Pages 490-499
Color Segmentation Using Self-Organizing Feature Maps (SOFMs) Defined Upon Color and Spatial Image Space....Pages 500-510
Independent Component Analysis of Multi-channel Near-Infrared Spectroscopic Signals by Time-Delayed Decorrelation....Pages 511-520
Micro Nucleus Detection in Human Lymphocytes Using Convolutional Neural Network....Pages 521-530
Region Matching Techniques for Spatial Bag of Visual Words Based Image Category Recognition....Pages 531-540
Application of K-Means and MLP in the Automation of Matching of 2DE Gel Images....Pages 541-550
Robust Workflow Recognition Using Holistic Features and Outlier-Tolerant Fused Hidden Markov Models....Pages 551-560
A Neural Approach to Image Thresholding....Pages 561-564
Bubbles Detection on Sea Surface Images....Pages 565-568
No-Reference Video Quality Assessment Design Framework Based on Modular Neural Networks....Pages 569-574
Removing an Object from Video Sequence Algorithm Implemented on Analog CNN and DSP Microprocessors....Pages 575-580
Back Matter....Pages -