Advances in artificial intelligence : 15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2013, Madrid, Spain, September 17-20, 2013. Proceedings

This book constitutes the refereed proceedings of the 15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 20013, held in Madrid, Spain, in September 2013. The 27 revised full papers presented were carefully selected from 66 submissions. The papers are organized in topical sections on Constraints, search and planning, intelligent Web and information retrieval, fuzzy systems, knowledge representation, reasoning and logic, machine learning, multiagent systems, multidisciplinary topics and applications, metaheuristics, uncertainty in artificial intelligence. Front Matter....Pages - An Evaluation of Best Compromise Search in Graphs....Pages 1-11 Compressing Semantic Metadata for Efficient Multimedia Retrieval....Pages 12-21 Time-Aware Evaluation of Methods for Identifying Active Household Members in Recommender Systems....Pages 22-31 Comments-Oriented Query Expansion for Opinion Retrieval in Blogs....Pages 32-41 A Contextual Modeling Approach for Model-Based Recommender Systems....Pages 42-51 Identifying Overlapping Communities and Their Leading Members in Social Networks....Pages 52-61 Permutability of Fuzzy Consequence Operators and Fuzzy Interior Operators....Pages 62-69 A Fuzzy Filter for High-Density Salt and Pepper Noise Removal....Pages 70-79 A New Class of Functions for Integrating Weighting Means and OWA Operators....Pages 80-90 Attitude-Driven Web Consensus Support System for Large-Scale GDM Problems Based on Fuzzy Linguistic Approach....Pages 91-100 Decidability of a Logic for Order of Magnitude Qualitative Reasoning with Comparability and Negligibility Relations....Pages 101-110 Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets....Pages 111-120 Scaling Up Feature Selection: A Distributed Filter Approach....Pages 121-130 Experiments on Neuroevolution and Online Weight Adaptation in Complex Environments....Pages 131-138 Learning Conditional Linear Gaussian Classifiers with Probabilistic Class Labels....Pages 139-148 Exact Incremental Learning for a Single Non-linear Neuron Based on Taylor Expansion and Greville Formula....Pages 149-158 Augmented Semi-naive Bayes Classifier....Pages 159-167 Automatic Ontology User Profiling for Social Networks from URLs Shared....Pages 168-177 A Common-Recipe and Conflict-Solving MAP Approach for Care Planning in Comorbid Patients....Pages 178-187 An Argumentation-Based Multi-agent Temporal Planning System Built on t-DeLP....Pages 188-198 Engineering the Decentralized Coordination of UAVs with Limited Communication Range....Pages 199-208 Concurrent CPU-GPU Code Optimization: The Two-Point Angular Correlation Function as Case Study....Pages 209-218 .Cloud: Unified Platform for Compilation and Execution Processes in a Cloud....Pages 219-227 A SIR e-Epidemic Model for Computer Worms Based on Cellular Automata....Pages 228-238 A Common Framework for Fault Diagnosis of Parametric and Discrete Faults Using Possible Conflicts....Pages 239-249 Impact of the Production Mix Preservation on the ORV Problem....Pages 250-259 Sustainable Internet Services in Contributory Communities....Pages 260-268 A Study of the Combination of Variation Operators in the NSGA-II Algorithm....Pages 269-278 A New Heuristic for the Capacitated Vertex p -Center Problem....Pages 279-288 Reducing Gas Emissions in Smart Cities by Using the Red Swarm Architecture....Pages 289-299 Heuristic Optimization Model for Infrastructure Asset Management....Pages 300-309 Learning more Accurate Bayesian Networks in the CHC Approach by Adjusting the Trade-Off between Efficiency and Accuracy....Pages 310-320 Approximate Lazy Evaluation of Influence Diagrams....Pages 321-331 Learning Recursive Probability Trees from Data....Pages 332-341 On Using the PC Algorithm for Learning Continuous Bayesian Networks: An Experimental Analysis....Pages 342-351 Learning from Crowds in Multi-dimensional Classification Domains....Pages 352-362 Learning Mixtures of Polynomials of Conditional Densities from Data....Pages 363-372 A Dynamic Bayesian Network Framework for Learning from Observation....Pages 373-382 Approximate Counting of Graphical Models via MCMC Revisited....Pages 383-392 Multidimensional k -Interaction Classifier: Taking Advantage of All the Information Contained in Low Order Interactions....Pages 393-401 Back Matter....Pages - The 17 regular papers and 15 short papers presented were carefully reviewed and selected from 73 initial submissions and are accompanied by 8 papers from the Graduate Student Symposium that were selected from 14 submissions.