Artificial Intelligence Applications and Innovations: 6th IFIP WG 12.5 International Conference, AIAI 2010, Larnaca, Cyprus, October 6-7, 2010. Proceedings

Front Matter....Pages -
How Artificial Intelligence May Be Applied in Real World Situations....Pages 1-1
Modern Machine Learning Techniques and Their Applications to Medical Diagnostics....Pages 2-2
Innovative Applications of Artificial Intelligence Techniques in Software Engineering....Pages 3-3
Linear Probability Forecasting....Pages 4-11
The Importance of Similarity Metrics for Representative Users Identification in Recommender Systems....Pages 12-21
An Optimal Scaling Approach to Collaborative Filtering Using Categorical Principal Component Analysis and Neighborhood Formation....Pages 22-29
A Classroom Observation Model Fitted to Stochastic and Probabilistic Decision Systems....Pages 30-36
Prediction with Confidence Based on a Random Forest Classifier....Pages 37-44
A Generic Tool for Building Fuzzy Cognitive Map Systems....Pages 45-52
A Fuzzy Rule-Based Approach to Design Game Rules in a Mission Planning and Evaluation System....Pages 53-61
One-Dimensional Linear Local Prototypes for Effective Selection of Neuro-Fuzzy Sugeno Model Initial Structure....Pages 62-69
Lasso: Linkage Analysis of Serious Sexual Offences....Pages 70-77
Forecasting Euro – United States Dollar Exchange Rate with Gene Expression Programming....Pages 78-85
Automatically Designing Robot Controllers and Sensor Morphology with Genetic Programming....Pages 86-93
Multiple Criteria Performance Analysis of Non-dominated Sets Obtained by Multi-objective Evolutionary Algorithms for Optimisation....Pages 94-103
Efficiency and Robustness of Three Metaheuristics in the Framework of Structural Optimization....Pages 104-111
A Fuzzy Non-linear Similarity Measure for Case-Based Reasoning Systems for Radiotherapy Treatment Planning....Pages 112-119
A Soft Computing Approach for Osteoporosis Risk Factor Estimation....Pages 120-127
Protein Secondary Structure Prediction with Bidirectional Recurrent Neural Nets: Can Weight Updating for Each Residue Enhance Performance?....Pages 128-137
Contourlet Transform for Texture Representation of Ultrasound Thyroid Images....Pages 138-145
Assessment of Stroke Risk Based on Morphological Ultrasound Image Analysis with Conformal Prediction....Pages 146-153
Concept Based Representations as Complement of Bag of Words in Information Retrieval....Pages 154-161
Information Fusion for Entity Matching in Unstructured Data....Pages 162-169
An Example-Tracing Tutor for Teaching NL to FOL Conversion....Pages 170-178
Learning the Preferences of News Readers with SVM and Lasso Ranking....Pages 179-186
A Comparison of Two Ontology-Based Semantic Annotation Frameworks....Pages 187-194
A Tool for Automatic Creation of Rule-Based Expert Systems with CFs....Pages 195-202
Non-standard Reasoning Services for the Verification of DAML+OIL Ontologies....Pages 203-210
Algorithms for the Reconciliation of Ontologies in Open Environments....Pages 211-218
Knowledge-Based Support for Software Engineering....Pages 219-229
A Hybrid Searching Method for the Unrelated Parallel Machine Scheduling Problem....Pages 230-237
Aiding Interactive Configuration and Planning: A Constraint and Evolutionary Approach....Pages 238-245
Decentralized Services Orchestration Using Intelligent Mobile Agents with Deadline Restrictions....Pages 246-253
Mobile Robot-Assisted Cellular Environment Coverage....Pages 254-261
A Novel Feature Selection Method for Fault Diagnosis....Pages 262-269
Dimensionality Reduction for Distance Based Video Clustering....Pages 270-277
Towards Stock Market Data Mining Using Enriched Random Forests from Textual Resources and Technical Indicators....Pages 278-286
On the Problem of Attribute Selection for Software Cost Estimation: Input Backward Elimination Using Artificial Neural Networks....Pages 287-294
A Fast Mobile Face Recognition System for Android OS Based on Eigenfaces Decomposition....Pages 295-302
Application of Conformal Predictors to Tea Classification Based on Electronic Nose....Pages 303-310
Detecting and Confining Sybil Attack in Wireless Sensor Networks Based on Reputation Systems Coupled with Self-organizing Maps....Pages 311-318
Statistical Fault Localization with Reduced Program Runs....Pages 319-327
Fuzzy Cognitive Map for Software Testing Using Artificial Intelligence Techniques....Pages 328-335
Learning User Preferences in Ubiquitous Systems: A User Study and a Reinforcement Learning Approach....Pages 336-343
Decision Oriented Programming in HCI: The Multi-Attribute Decision Language MADL....Pages 344-351
Investigating the Role of Mutual Cognitive Environment for End-User Programming....Pages 352-359
On the Quantification of Aging Effects on Biometric Features....Pages 360-367
Fuzzy Inference Systems for Automatic Classification of Earthquake Damages....Pages 368-375
A Fuzzy Inference System Using Gaussian Distribution Curves for Forest Fire Risk Estimation....Pages 376-386
Evolutionary Prediction of Total Electron Content over Cyprus....Pages 387-394
A Multi-layer Perceptron Neural Network to Predict Air Quality through Indicators of Life Quality and Welfare....Pages 395-402
Back Matter....Pages -