Advances in Artificial Intelligence - IBERAMIA 2016: 15th Ibero-American Conference on AI, San José, Costa Rica, November 23-25, 2016, Proceedings

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