Advances in Artificial Intelligence - IBERAMIA 2016: 15th Ibero-American Conference on AI, San José, Costa Rica, November 23-25, 2016, Proceedings (Lecture Notes in Computer Science Book 10022)

This book constitutes the refereed proceedings of the 15 Ibero-American Conference on Artificial Intelligence, IBERAMIA 2016, held in San José, Costa Rica, in November 2016. The 34 papers presented were carefully reviewed and selected from 75 submissions. The papers are organized in the following topical sections: knowledge engineering, knowledge representation and probabilistic reasoning; agent technology and multi-agent systems; planning and scheduling; natural language processing; machine learning; big data, knowledge discovery and data mining; computer vision and pattern recognition; computational intelligence soft computing; AI in education, affective computing, and human-computer interaction. Front Matter....Pages I-XVI Front Matter....Pages 1-1 Towards an Integration of Workflows and Clinical Guidelines: A Case Study....Pages 3-13 Anomalies Detection in the Behavior of Processes Using the Sensor Validation Theory....Pages 14-24 Explanatory Relations Revisited: Links with Credibility-Limited Revision....Pages 25-36 Semantic Enrichment of Web Service Operations....Pages 37-48 Front Matter....Pages 49-49 The ICARO Goal Driven Agent Pattern....Pages 51-62 A Study for Self-adapting Urban Traffic Control....Pages 63-74 Front Matter....Pages 75-75 A Constraint-Based Approach for the Conciliation of Clinical Guidelines....Pages 77-88 Intelligence Amplification Framework for Enhancing Scheduling Processes....Pages 89-100 A Column Generation Approach for Solving a Green Bi-objective Inventory Routing Problem....Pages 101-112 Front Matter....Pages 113-113 Enhancing Semi-supevised Text Classification Using Document Summaries....Pages 115-126 A Comparison Between Two Spanish Sentiment Lexicons in the Twitter Sentiment Analysis Task....Pages 127-138 Is This a Joke? Detecting Humor in Spanish Tweets....Pages 139-150 Evaluating Topic-Based Representations for Author Profiling in Social Media....Pages 151-162 Using Robustness to Learn to Order Semantic Properties in Referring Expression Generation....Pages 163-174 Conditional Random Fields for Spanish Named Entity Recognition Using Unsupervised Features....Pages 175-186 Front Matter....Pages 187-187 Detection of Fraud Symptoms in the Retail Industry....Pages 189-200 A Machine Learning Model for Occupancy Rates and Demand Forecasting in the Hospitality Industry....Pages 201-211 A Machine Learning Model for Triage in Lean Pediatric Emergency Departments....Pages 212-221 An Empirical Validation of Learning Schemes Using an Automated Genetic Defect Prediction Framework....Pages 222-234 Machine Learning Approaches to Estimate Simulated Cardiac Ejection Fraction from Electrical Impedance Tomography....Pages 235-246 Front Matter....Pages 187-187 Machine Learning Models for Early Dengue Severity Prediction....Pages 247-258 Early Prediction of Severe Maternal Morbidity Using Machine Learning Techniques....Pages 259-270 Front Matter....Pages 271-271 Collaborative Filtering with Semantic Neighbour Discovery....Pages 273-284 Distributed and Parallel Algorithm for Computing Betweenness Centrality....Pages 285-296 Principal Curves and Surfaces to Interval Valued Variables....Pages 297-309 In Defense of Online Kmeans for Prototype Generation and Instance Reduction....Pages 310-322 Front Matter....Pages 323-323 In Search of Truth: Analysis of Smile Intensity Dynamics to Detect Deception....Pages 325-337 Sign Languague Recognition Without Frame-Sequencing Constraints: A Proof of Concept on the Argentinian Sign Language....Pages 338-349 Front Matter....Pages 351-351 Automatic Generation of Type-1 and Interval Type-2 Membership Functions for Prediction of Time Series Data....Pages 353-364 Calibration of Microscopic Traffic Flow Simulation Models Using a Memetic Algorithm with Solis and Wets Local Search Chaining (MA-SW-Chains)....Pages 365-375 A New Strategy Based on Feature Selection for Fault Classification in Transmission Lines....Pages 376-387 Front Matter....Pages 389-389 Context Ontologies in Ubiquitous Learning Environments....Pages 391-403 An Interactive Tool to Support Student Assessment in Programming Assignments....Pages 404-414 Hidden Markov Models for Artificial Voice Production and Accent Modification....Pages 415-426 Back Matter....Pages 427-428 This book constitutes the refereed proceedings of the 15 Ibero-American Conference on Artificial Intelligence, IBERAMIA 2016, held in San Jose, Costa Rica, in November 2016. The papers are organized in the following topical sections: knowledge engineering, knowledge representation and probabilistic reasoning;