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

Front Matter....Pages -
Deep Bottleneck Classifiers in Supervised Dimension Reduction....Pages 1-10
Local Modeling Classifier for Microarray Gene-Expression Data....Pages 11-20
Learning of Lateral Connections for Representational Invariant Recognition....Pages 21-30
Computational Properties of Probabilistic Neural Networks....Pages 31-40
Local Minima of a Quadratic Binary Functional with a Quasi-Hebbian Connection Matrix....Pages 41-51
A Learned Saliency Predictor for Dynamic Natural Scenes....Pages 52-61
Learning a Combination of Heterogeneous Dissimilarities from Incomplete Knowledge....Pages 62-71
A Bilinear Model for Consistent Topographic Representations....Pages 72-81
Accelerating Large-Scale Convolutional Neural Networks with Parallel Graphics Multiprocessors....Pages 82-91
Evaluation of Pooling Operations in Convolutional Architectures for Object Recognition....Pages 92-101
Visual Shape Recognition Neural Network Using BESOM Model....Pages 102-105
Comparing Feature Extraction Techniques and Classifiers in the Handwritten Letters Classification Problem....Pages 106-109
The Parameter Optimization of the Pulse Coupled Neural Network for the Pattern Recognition....Pages 110-113
The Use of Feed Forward Neural Network for Recognizing Characters of Dactyl Alphabet....Pages 114-117
Detecting DDoS Attack towards DNS Server Using a Neural Network Classifier....Pages 118-123
Classification Based on Multiple-Resolution Data View....Pages 124-129
Identification of the Head-and-Shoulders Technical Analysis Pattern with Neural Networks....Pages 130-136
Analyzing Classification Methods in Multi-label Tasks....Pages 137-142
Learning Bimanual Coordination Patterns for Rhythmic Movements....Pages 143-148
Classification of Voice Aging Using Parameters Extracted from the Glottal Signal....Pages 149-156
TopoART: A Topology Learning Hierarchical ART Network....Pages 157-167
Policy Gradients for Cryptanalysis....Pages 168-177
Linear Projection Method Based on Information Theoretic Learning....Pages 178-187
Continuous Visual Codebooks with a Limited Branching Tree Growing Neural Gas....Pages 188-197
An Efficient Collaborative Recommender System Based on k -Separability....Pages 198-207
Empirical Analysis of the Divergence of Gibbs Sampling Based Learning Algorithms for Restricted Boltzmann Machines....Pages 208-217
Multitask Semi–supervised Learning with Constraints and Constraint Exceptions....Pages 218-227
Tumble Tree – Reducing Complexity of the Growing Cells Approach....Pages 228-236
Sentence Extraction by Graph Neural Networks....Pages 237-246
Autonomous Generation of Internal Representations for Associative Learning....Pages 247-256
Improving Accuracy of LVQ Algorithm by Instance Weighting....Pages 257-266
Multifactor Expectation Maximization for Factor Graphs....Pages 267-276
Weighted Learning Vector Quantization to Cost-Sensitive Learning....Pages 277-281
Solution Space of Perceptron....Pages 282-285
Natural Language Processing Neural Network for Recall and Inference....Pages 286-289
Nominally Conditioned Linear Regression....Pages 290-293
A Novel Continuous Dual Mode Neural Network in Stereo-Matching Process....Pages 294-297
Learning Invariant Visual Shape Representations from Physics....Pages 298-302
Algorithms Creating Algorithms....Pages 303-308
Assessing Statistical Reliability of LiNGAM via Multiscale Bootstrap....Pages 309-314
Learning with Convex Constraints....Pages 315-320
Theoretical Analysis of Cross-Validation(CV)-EM Algorithm....Pages 321-326
Application of BSP-Based Computational Cost Model to Predict Parallelization Efficiency of MLP Training Algorithm....Pages 327-332
Dynamic Shape Learning and Forgetting....Pages 333-338
On-Line Ensemble-Teacher Learning through a Perceptron Rule with a Margin....Pages 339-344
Model of the Hippocampal Learning of Spatio-temporal Sequences....Pages 345-351
Adding Nonlinear System Dynamics to Levenberg-Marquardt Algorithm for Neural Network Control....Pages 352-357
Some Comparisons of Model Complexity in Linear and Neural-Network Approximation....Pages 358-367
A Funny Proverb Generation System Based on Sukashi ....Pages 368-377
Supervised Neural Fuzzy Schemes in Video Transmission over Bluetooth....Pages 378-386
A Graph Based Framework for Clustering and Characterization of SOM....Pages 387-396
Clustering Using Elements of Information Theory....Pages 397-406
A Path Planning Method for Human Tracking Agents Using Variable-Term Prediction....Pages 407-410
Three-Layer Feedforward Structures Smoothly Approximating Polynomial Functions....Pages 411-416
Neural Networks Training for Weapon Selection in First-Person Shooter Games....Pages 417-422
Efficient Confidence Bounds for RBF Networks for Sparse and High Dimensional Data....Pages 423-428
Large Scale Problem Solving with Neural Networks: The Netflix Prize Case....Pages 429-434
A Cooperative and Penalized Competitive Learning Approach to Gaussian Mixture Clustering....Pages 435-440
A Inference Mechanism for Polymer Processing Using Rough-Neuro Fuzzy Network....Pages 441-450
Data Mining Methods for Quality Assurance in an Environmental Monitoring Network....Pages 451-456
Predicting QoL Parameters for the Atmospheric Environment in Athens, Greece....Pages 457-463
Investigating Pollen Data with the Aid of Fuzzy Methods....Pages 464-470
A New Neural Model for Traffic Simulation....Pages 471-476
System Architecture for a Smart University Building....Pages 477-482
Monitoring and Assessment of Environmental Impact by Persistent Organic Pollutants....Pages 483-488
A Feature Selection Method for Air Quality Forecasting....Pages 489-494
How Do Attention, Intention, and Consciousness Interact?....Pages 495-495
Consciousness versus Attention....Pages 496-503
On the Fringe of Awareness: The Glance-Look Model of Attention-Emotion Interactions....Pages 504-509
No Stopping and No Slowing: Removing Visual Attention with No Effect on Reversals of Phenomenal Appearance....Pages 510-515
Modelling Neurotic Psychopathology: Memory, Attention and Symbolization....Pages 516-520
How to Use the SOINN Software: User’s Guide (Version 1.0)....Pages 521-527
Unguided Robot Navigation Using Continuous Action Space....Pages 528-534
Self-Organizing Incremental Neural Network and Its Application....Pages 535-540
Machine Learning Approaches for Time-Series Data Based on Self-Organizing Incremental Neural Network....Pages 541-550
Online Knowledge Acquisition and General Problem Solving in a Real World by Humanoid Robots....Pages 551-556
Incremental Learning Using Self-Organizing Neural Grove....Pages 557-562
Fast and Incremental Attribute Transferring and Classifying System for Detecting Unseen Object Classes....Pages 563-568
Back Matter....Pages -