Artificial Intelligence Applications and Innovations: 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings , Part II

Front Matter....Pages -
Real Time Robot Policy Adaptation Based on Intelligent Algorithms....Pages 1-10
A Model and Simulation of Early-Stage Vision as a Developmental Sensorimotor Process....Pages 11-16
Enhanced Object Recognition in Cortex-Like Machine Vision....Pages 17-26
A New Discernibility Metric and Its Application on Pattern Classification and Feature Evaluation....Pages 27-35
Time Variations of Association Rules in Market Basket Analysis....Pages 36-44
A Software Platform for Evolutionary Computation with Pluggable Parallelism and Quality Assurance....Pages 45-50
Financial Assessment of London Plan Policy 4A.2 by Probabilistic Inference and Influence Diagrams....Pages 51-60
Disruption Management Optimization for Military Logistics....Pages 61-66
Using a Combined Intuitionistic Fuzzy Set-TOPSIS Method for Evaluating Project and Portfolio Management Information Systems....Pages 67-81
Fuzzy and Neuro-Symbolic Approaches to Assessment of Bank Loan Applicants....Pages 82-91
Comparison of Fuzzy Operators for IF-Inference Systems of Takagi-Sugeno Type in Ozone Prediction....Pages 92-97
LQR-Mapped Fuzzy Controller Applied to Attitude Stabilization of a Power-Aided-Unicycle....Pages 98-103
Optimal Fuzzy Controller Mapped from LQR under Power and Torque Constraints....Pages 104-109
A New Criterion for Clusters Validation....Pages 110-115
Modeling and Dynamic Analysis on Animals’ Repeated Learning Process....Pages 116-121
Generalized Bayesian Pursuit: A Novel Scheme for Multi-Armed Bernoulli Bandit Problems....Pages 122-131
A Multivalued Recurrent Neural Network for the Quadratic Assignment Problem....Pages 132-140
Employing a Radial-Basis Function Artificial Neural Network to Classify Western and Transition European Economies Based on the Emissions of Air Pollutants and on Their Income....Pages 141-149
Elicitation of User Preferences via Incremental Learning in a Declarative Modelling Environment....Pages 150-158
Predicting Postgraduate Students’ Performance Using Machine Learning Techniques....Pages 159-168
Intelligent Software Project Scheduling and Team Staffing with Genetic Algorithms....Pages 169-178
Comparative Analysis of Content-Based and Context-Based Similarity on Musical Data....Pages 179-189
Learning Shallow Syntactic Dependencies from Imbalanced Datasets: A Case Study in Modern Greek and English....Pages 190-195
A Random Forests Text Transliteration System for Greek Digraphia....Pages 196-201
Acceptability in Timed Frameworks with Intermittent Arguments....Pages 202-211
Object Oriented Modelling in Information Systems Based on Related Text Data....Pages 212-218
Ranking Functions in Large State Spaces....Pages 219-228
Modelling of Web Domain Visits by Radial Basis Function Neural Networks and Support Vector Machine Regression....Pages 229-239
A Framework for Web Page Rank Prediction....Pages 240-249
Towards a Semantic Calibration of Lexical Word via EEG....Pages 250-258
Data Mining Tools Used in Deep Brain Stimulation – Analysis Results....Pages 259-264
Reliable Probabilistic Prediction for Medical Decision Support....Pages 265-274
Cascaded Window Memoization for Medical Imaging....Pages 275-284
Fast Background Elimination in Fluorescence Microbiology Images: Comparison of Four Algorithms....Pages 285-290
Experimental Verification of the Effectiveness of Mammography Testing Description’s Standardization....Pages 291-296
Ethical Issues of Artificial Biomedical Applications....Pages 297-302
ECOTRUCK: An Agent System for Paper Recycling....Pages 303-312
Prediction of CO and NO x Levels in Mexico City Using Associative Models....Pages 313-322
Neural Network Approach to Water-Stressed Crops Detection Using Multispectral WorldView-2 Satellite Imagery....Pages 323-331
A Generalized Fuzzy-Rough Set Application for Forest Fire Risk Estimation Feature Reduction....Pages 332-341
Pollen Classification Based on Geometrical, Descriptors and Colour Features Using Decorrelation Stretching Method....Pages 342-349
Global Optimization of Analogy-Based Software Cost Estimation with Genetic Algorithms....Pages 350-359
The Impact of Sampling and Rule Set Size on Generated Fuzzy Inference System Predictive Accuracy: Analysis of a Software Engineering Data Set....Pages 360-369
Intelligent Risk Identification and Analysis in IT Network Systems....Pages 370-377
Benchmark Generator for Software Testers....Pages 378-388
Automated Classification of Medical-Billing Data....Pages 389-399
Brain White Matter Lesions Classification in Multiple Sclerosis Subjects for the Prognosis of Future Disability....Pages 400-409
Using Argumentation for Ambient Assisted Living....Pages 410-419
Modelling Nonlinear Responses of Resonance Sensors in Pressure Garment Application....Pages 420-429
An Adaptable Framework for Integrating and Querying Sensor Data....Pages 430-438
Feature Selection by Conformal Predictor....Pages 439-448
Applying Conformal Prediction to the Bovine TB Diagnosing....Pages 449-454
Classifying Ductal Tree Structures Using Topological Descriptors of Branching....Pages 455-463
Intelligent Selection of Human miRNAs and Mouse mRNAs Related to Obstructive Nephropathy....Pages 464-471
Independent Component Clustering for Skin Lesions Characterization....Pages 472-482
A Comparison of Venn Machine with Platt’s Method in Probabilistic Outputs....Pages 483-490
Back Matter....Pages -