Advances in Artificial Intelligence: 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015 Albacete, Spain, November 9–12, 2015 Proceedings

Front Matter....Pages I-XIV
Front Matter....Pages 1-1
A Novel Weakly Supervised Problem: Learning from Positive-Unlabeled Proportions....Pages 3-13
Parallelisation of the PC Algorithm....Pages 14-24
Regularized Multivariate von Mises Distribution....Pages 25-35
Parallel Importance Sampling in Conditional Linear Gaussian Networks....Pages 36-46
Front Matter....Pages 47-47
Glaucoma Diagnosis: A Soft Set Based Decision Making Procedure....Pages 49-60
Retinal Vessel Detection Based on Fuzzy Morphological Line Enhancement....Pages 61-70
A Linguistic Approach for Self-Perceived Health State: A Real Study for Diabetes Disease....Pages 71-81
Applying Neuroevolution to Estimate the Difficulty of Learning Activities....Pages 82-91
Evolutionary Product Unit Logistic Regression: The Case of Agrarian Efficiency....Pages 92-102
Front Matter....Pages 103-103
On Coarser Interval Temporal Logics and their Satisfiability Problem....Pages 105-115
Characterizing and Computing HBG-PCs for Hybrid Systems Fault Diagnosis....Pages 116-127
Clinical Decision Support System for the Diagnosis and Treatment of Fuzzy Diseases....Pages 128-138
Public and Secret Forgetting of Propositional Formulas....Pages 139-149
Front Matter....Pages 151-151
Estimation of Species Richness Using Bayesian Networks....Pages 153-163
Automatic Generation of Air Quality Index Textual Forecasts Using a Data-To-Text Approach....Pages 164-174
Using a New Tool to Visualize Environmental Data for Bayesian Network Modelling....Pages 175-184
Front Matter....Pages 185-185
Learning Parliamentary Profiles for Recommendation Tasks....Pages 187-197
An Analysis of the Quality Issues of the Properties Available in the Spanish DBpedia....Pages 198-209
Front Matter....Pages 211-211
Measuring Data Imperfection in a Neighborhood Based Method....Pages 213-223
An Ensemble-Based Classification Approach to Model Human-Machine Dialogs....Pages 224-233
Front Matter....Pages 211-211
Pentaho + R: An Integral View for Multidimensional Prediction Models....Pages 234-244
A Time Efficient Approach for Distributed Feature Selection Partitioning by Features....Pages 245-254
Analyzing Planning and Monitoring Skills of Users in a Multi-UAV Simulation Environment....Pages 255-264
Front Matter....Pages 265-265
Learning Levels of Mario AI Using Genetic Algorithms....Pages 267-277
GRASP Approach to a Min-Max Problem of Ergonomic Risk in Restricted Assembly Lines....Pages 278-288
Multi-objectivising the Quadratic Assignment Problem by Means of an Elementary Landscape Decomposition....Pages 289-300
Overcoming the Linearity of Ordinal Logistic Regression Adding Non-linear Covariates from Evolutionary Hybrid Neural Network Models....Pages 301-311
On the Applicability of Ant Colony Optimization to Non-Intrusive Load Monitoring in Smart Grids....Pages 312-321
Beyond Unfeasibility: Strategic Oscillation for the Maximum Leaf Spanning Tree Problem....Pages 322-331
An Evolutionary Algorithm to Generate Real Urban Traffic Flows....Pages 332-343
Front Matter....Pages 345-345
Social Navigation Restrictions for Interactive Robots Using Augmented Reality....Pages 347-356
Back Matter....Pages 357-358