Adaptive and Natural Computing Algorithms: 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part II

Content: 
Front Matter....Pages -
Asymmetric k-Means Algorithm....Pages 1-10
Gravitational Clustering of the Self-Organizing Map....Pages 11-20
A General Method for Visualizing and Explaining Black-Box Regression Models....Pages 21-30
An Experimental Study on Electrical Signature Identification of Non-Intrusive Load Monitoring (NILM) Systems....Pages 31-40
Evaluation of a Resource Allocating Network with Long Term Memory Using GPU....Pages 41-50
Gabor Descriptors for Aerial Image Classification....Pages 51-60
Text Representation in Multi-label Classification: Two New Input Representations....Pages 61-70
Fraud Detection in Telecommunications Using Kullback-Leibler Divergence and Latent Dirichlet Allocation....Pages 71-80
Classification of EEG in A Steady State Visual Evoked Potential Based Brain Computer Interface Experiment....Pages 81-88
Fast Projection Pursuit Based on Quality of Projected Clusters....Pages 89-97
A New N-gram Feature Extraction-Selection Method for Malicious Code....Pages 98-107
A Robust Learning Model for Dealing with Missing Values in Many-Core Architectures....Pages 108-117
A Model of Saliency-Based Selective Attention for Machine Vision Inspection Application....Pages 118-126
Grapheme-Phoneme Translator for Brazilian Portuguese....Pages 127-135
Improvement of Inventory Control under Parametric Uncertainty and Constraints....Pages 136-146
Modified Jakubowski Shape Transducer for Detecting Osteophytes and Erosions in Finger Joints....Pages 147-155
Using CMAC for Mobile Robot Motion Control....Pages 156-166
Optimizing the Robustness of Scale-Free Networks with Simulated Annealing....Pages 167-176
Numerically Efficient Analytical MPC Algorithm Based on Fuzzy Hammerstein Models....Pages 177-185
Online Adaptation of Path Formation in UAV Search-and-Identify Missions....Pages 186-195
Reconstruction of Causal Networks by Set Covering....Pages 196-205
The Noise Identification Method Based on Divergence Analysis in Ensemble Methods Context....Pages 206-214
Efficient Predictive Control and Set–Point Optimization Based on a Single Fuzzy Model....Pages 215-224
Wind Turbines States Classification by a Fuzzy-ART Neural Network with a Stereographic Projection as a Signal Normalization....Pages 225-234
Binding and Cross-Modal Learning in Markov Logic Networks....Pages 235-244
Chaotic Exploration Generator for Evolutionary Reinforcement Learning Agents in Nondeterministic Environments....Pages 245-253
Parallel Graph Transformations Supported by Replicated Complementary Graphs....Pages 254-264
Diagnosis of Cardiac Arrhythmia Using Fuzzy Immune Approach....Pages 265-274
Adaptive Finite Automaton: A New Algebraic Approach....Pages 275-284
Cryptanalytic Attack on the Self-Shrinking Sequence Generator....Pages 285-294
About Nonnegative Matrix Factorization: On the posrank Approximation....Pages 295-304
Stability of Positive Fractional Continuous-Time Linear Systems with Delays....Pages 305-311
Output-Error Model Training for Gaussian Process Models....Pages 312-321
Learning Readers’ News Preferences with Support Vector Machines....Pages 322-331
Incorporating a Priori Knowledge from Detractor Points into Support Vector Classification....Pages 332-341
A Hybrid AIS-SVM Ensemble Approach for Text Classification....Pages 342-352
Regression Based on Support Vector Classification....Pages 353-362
Two One-Pass Algorithms for Data Stream Classification Using Approximate MEBs....Pages 363-372
X-ORCA - A Biologically Inspired Low-Cost Localization System....Pages 373-382
On the Origin and Features of an Evolved Boolean Model for Subcellular Signal Transduction Systems....Pages 383-392
Back Matter....Pages -
Similarity of Transcription Profiles for Genes in Gene Sets....Pages 393-399