Artificial Intelligence Applications and Innovations: 9th IFIP WG 12.5 International Conference, AIAI 2013, Paphos, Cyprus, September 30 – October 2, 2013, Proceedings

Front Matter....Pages -
Trust, Reputation, and Risk in Cyber Physical Systems....Pages 1-9
Designing a Support Tool for Creative Advertising by Mining Collaboratively Tagged Ad Video Content: The Architecture of PromONTotion....Pages 10-19
Voting Advice Applications: Missing Value Estimation Using Matrix Factorization and Collaborative Filtering....Pages 20-29
A Personalized Location Aware Multi-Criteria Recommender System Based on Context-Aware User Preference Models....Pages 30-39
A Dynamic Web Recommender System Using Hard and Fuzzy K-Modes Clustering....Pages 40-51
Fuzzy Equivalence Relation Based Clustering and Its Use to Restructuring Websites’ Hyperlinks and Web Pages....Pages 52-60
Exploiting Machine Learning for Predicting Nodal Status in Prostate Cancer Patients....Pages 61-70
Autoregressive Model Order Estimation Criteria for Monitoring Awareness during Anaesthesia....Pages 71-80
A Machine-Learning Approach for theof Enzymatic Activity of Proteins in Metagenomic Samples....Pages 81-87
Modeling Health Diseases Using Competitive Fuzzy Cognitive Maps....Pages 88-95
Automated Scientific Assistant for Cancer and Chemoprevention....Pages 96-109
Task Allocation Strategy Based on Variances in Bids for Large-Scale Multi-Agent Systems....Pages 110-120
Autonomic System Architecture: An Automated Planning Perspective....Pages 121-130
MOEA/D for a Tri-objective Vehicle Routing Problem....Pages 131-140
Automatic Exercise Generation in Euclidean Geometry....Pages 141-150
A Cloud Adoption Decision Support Model Using Influence Diagrams....Pages 151-160
Human-Like Agents for a Smartphone First Person Shooter Game Using Crowdsourced Data....Pages 161-171
Developing an Electron Density Profiler over Europe Based on Space Radio Occultation Measurements....Pages 172-181
Fuzzy Classification of Cyprus Urban Centers Based on Particulate Matter Concentrations....Pages 182-194
Robots That Stimulate Autonomy....Pages 195-204
Simulation of a Motivated Learning Agent....Pages 205-214
Autonomous Navigation Applying Dynamic-Fuzzy Cognitive Maps and Fuzzy Logic....Pages 215-224
Induction Motor Control Using Two Intelligent Algorithms Analysis....Pages 225-234
A Long-Range Self-similarity Approach to Segmenting DJ Mixed Music Streams....Pages 235-244
Real Time Indoor Robot Localization Using a Stationary Fisheye Camera....Pages 245-254
Artificial Neural Network Approach for Land Cover Classification of Fused Hyperspectral and Lidar Data....Pages 255-261
A Linear Multi-Layer Perceptron for Identifying Harmonic Contents of Biomedical Signals....Pages 262-271
Ultrasound Intima-Media Thickness and Diameter Measurements of the Common Carotid Artery in Patients with Renal Failure Disease....Pages 272-281
Texture Analysis in Ultrasound Images of Carotid Plaque Components of Asymptomatic and Symptomatic Subjects....Pages 282-291
Integrated System for the Complete Segmentation of the Common Carotid Artery Bifurcation in Ultrasound Images....Pages 292-301
Diagnostic Feature Extraction on Osteoporosis Clinical Data Using Genetic Algorithms....Pages 302-310
Gene Prioritization for Inference of Robust Composite Diagnostic Signatures in the Case of Melanoma....Pages 311-317
On Centered and Compact Signal and Image Derivatives for Feature Extraction....Pages 318-327
Detecting Architectural Distortion in Mammograms Using a Gabor Filtered Probability Map Algorithm....Pages 328-335
Breast Cancer Detection in Mammogram Medical Images with Data Mining Techniques....Pages 336-347
Transductive conformal predictors....Pages 348-360
PyCP: An Open-Source Conformal Predictions Toolkit....Pages 361-370
Conformal Prediction under Hypergraphical Models....Pages 371-383
Defensive Forecast for Conformal Bounded Regression....Pages 384-393
Learning by Conformal Predictors with Additional Information....Pages 394-400
Conformity-Based Transfer AdaBoost Algorithm....Pages 401-410
Enhanced Conformal Predictors for Indoor Localisation Based on Fingerprinting Method....Pages 411-420
Local Clustering Conformal Predictor for Imbalanced Data Classification....Pages 421-431
Osteoporosis Risk Assessment with Well-Calibrated Probabilistic Outputs....Pages 432-441
Tutamen: An Integrated Personal Mobile and Adaptable Video Platform for Health and Protection....Pages 442-451
Defining Key Performance Indicators for Evaluating the Use of High Definition Video-to-Video Services in eHealth....Pages 452-461
A Novel Rate-Distortion Method in 3D Video Capturing in the Context of High Efficiency Video Coding (HEVC) in Intelligent Communications....Pages 462-473
(Semi-) Pervasive Gaming Educational and Entertainment Facilities via Interactive Video-to-Video Communication over the Internet, for Museum Exhibits....Pages 474-485
Modeling and Trading FTSE100 Index Using a Novel Sliding Window Approach Which Combines Adaptive Differential Evolution and Support Vector Regression....Pages 486-496
Gene Expression Programming and Trading Strategies....Pages 497-505
Kalman Filter and SVR Combinations in Forecasting US Unemployment....Pages 506-515
Particle Swarm Optimization Approach for Fuzzy Cognitive Maps Applied to Autism Classification....Pages 516-526
Fuzzy Cognitive Maps with Rough Concepts....Pages 527-536
Intelligent Systems Applied to the Control of an Industrial Mixer....Pages 537-546
Training Fuzzy Cognitive Maps Using Gradient-Based Supervised Learning....Pages 547-556
An Approach to Hotel Services Dynamic Pricing Based on the Delphi Method and Fuzzy Cognitive Maps....Pages 557-566
Self-tuning PI Controllers via Fuzzy Cognitive Maps....Pages 567-576
Concept by Concept Learning of Fuzzy Cognitive Maps....Pages 577-586
The Relevance of Fuzzy Cognitive Mapping Approaches for Assessing Adaptive Capacity and Resilience in Social–Ecological Systems....Pages 587-596
A Fuzzy Cognitive Map Model for Estimating the Repercussions of Greek PSI on Cypriot Bank Branches in Greece....Pages 597-604
A Matlab-CONTAM Toolbox for Contaminant Event Monitoring in Intelligent Buildings....Pages 605-614
A Hierarchy of Change-Point Methods for Estimating the Time Instant of Leakages in Water Distribution Networks....Pages 615-624
EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments....Pages 625-635
NEVE: A Neuro-Evolutionary Ensemble for Adaptive Learning....Pages 636-645
Investigation of Expert Addition Criteria for Dynamically Changing Online Ensemble Classifiers with Multiple Adaptive Mechanisms....Pages 646-656
Exploring Semantic Mediation Techniques in Feedback Control Architectures....Pages 657-666
Systems Engineering for Assessment of Virtual Power System Implementations....Pages 667-676
Design of Attack-Aware WDM Networks Using a Meta-heuristic Algorithm....Pages 677-686
Exploring Artificial Intelligence Utilizing BioArt....Pages 687-692
Can Machines Make Ethical Decisions?....Pages 693-699
Ethical Issues in Neuroinformatics....Pages 700-705
Back Matter....Pages -