Advances in Artificial Intelligence – IBERAMIA 2016
Lecture Notes in Computer Science. Volume 10022
Proceedings of the 15th Ibero-American Conference on AI, San José, Costa Rica, 2016
| 23’Nov (Wednesday) | 24’Nov (Thursday) | 25’Nov (Friday) | |||||
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9:00 – 16:30 |
09:00 – 16:30 Tutorial (*) Introduction to Probabilistic Robotics and Service Robots (INAOE, México) |
9:00 – 10:30 Technical Session T-1A Planning and Scheduling |
9:00 – 10:30 Technical Session T-2A AI in Education, |
9:00 – 10:30 Technical Session F-1A Comp. Intelligence, Soft Computing |
9:00 – 10:30 Technical Session F-1B Machine Learning |
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10:30 – 11:00 Coffee Break |
10:30 – 11:00 Coffee Break |
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11:00 – 12:00 Plenary Talk (*) |
11:00 – 12:00 Plenary Talk (*) |
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| 12:00 – 14:00 Lunch | 12:00 – 14:00 Lunch | ||||||
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16:00 – 18:30 Iberamia’2016 Registration and Reception |
17:00 Opening Ceremony |
14:00 – 15:30 Technical Session T-2A Natural Language Processing |
14:00 – 15:30 Technical Session T2B Knowledge Engineering, Probabilistic Reasoning |
14:00 – 15:30 Technical Session F-2A Big Data, Data Mining |
14:00 – 15:30 Technical Session F2B Machine Learning |
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17:30 – 18:30 Plenary Talk (*) |
15:30 – 16:00 Coffee Break |
15:30 – 16:00 Coffee Break |
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16:00 – 17:30 Technical Session T-3A Natural Language Processing |
16:00 – 17:30 Technical Session T-3B Knowledge Engineering, Probab. Reasoning/ MAS |
16:00 – 17:00 Technical Session F-3A Big Data, Data Mining / Machine Learning |
16:00 – 17:00 Technical Session F3B Computer Vision, Pattern Recognition |
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| 17:30 Iberamia General Assembly | 17:30 Closing Ceremony | ||||||
| 19:00 Social Reception |
20:00 Conference dinner (at the Bougainvillea Hotel) Here INFO about how getting there. Also, in Google Maps. |
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Plenary Talks located in: Auditorio Clodomiro Picado (at UNA-Heredia)
Technical Sessions located in: Biblioteca Joaquín Garcia Monge (at UNA–Heredia)
Note: Coffee Breaks, Social Reception (Wednesday), and Conference dinner (Thursday) are included in the IBERAMIA registration. Lunches are not included (there are several sites around the iberamia venue).
(*) Professors, researchers and students from the University of Costa Rica are cordially invited to attend the Plenary Conferences and the Tutorial scheduled in IBERAMIA’2016. Assistance is free, without cost, limited only by the capacity of the room.
Technical Sessions
Technical Session T-1A. 9:00 – 10:30, 24’Nov (Thursday).
Planning and Scheduling
A Constraint-Based Approach for the Conciliation of Clinical Guidelines
Luca Piovesan and Paolo Terenziani
Intelligence Amplification Framework for Enhancing Scheduling Processes
Andrej Dobrkovic, Luyao Liu, Maria-Eugenia Iacob, and Jos van Hillegersberg
A Column Generation Approach for Solving a Green Bi-objective Inventory Routing Problem
Carlos Franco, Eduyn Ramiro
Technical Session T-1B. 9:00 – 10:30, 24’Nov (Thursday).
AI in Education, Affective Computing, and Human-Computer Interaction
Context Ontologies in Ubiquitous Learning Environments
Gabriela González, Elena Durán, and Analía Amandi
An Interactive Tool to Support Student Assessment in Programming Assignments
Lina F. Rosales-Castro, Laura A. Chaparro-Gutiérrez, Andrés F. Cruz-Salinas, Felipe Restrepo-Calle, Jorge Camargo, and Fabio A. González
Hidden Markov Models for Artificial Voice Production and Accent Modification
Marvin Coto-Jiménez and John Goddard-Close
Technical Session T-2A, 14:00 – 15:30, 24’Nov (Thursday).
Natural Language Processing
A Comparison Between Two Spanish Sentiment Lexicons in the Twitter Sentiment Analysis Task
Omar Juárez Gambino and Hiram Calvo
Enhancing Semi-supevised Text Classification Using Document Summaries
Esaú Villatoro-Tello, Emmanuel Anguiano, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda, and Gabriela Ramírez-de-la-Rosa
Is This a Joke? Detecting Humor in Spanish Tweets
Santiago Castro, Matías Cubero, Diego Garat, and Guillermo Moncecchi
Technical Session T-2B. 14:00 – 15:30, 24’Nov (Thursday).
Knowledge Engineering, Representation and Probabilistic Reasoning
Towards an Integration of Workflows and Clinical Guidelines: A Case Study
Paolo Terenziani and Salvatore Femiano
Anomalies Detection in the Behavior of Processes Using the Sensor Validation Theory
Pablo H. Ibargüengoytia, Uriel A. García, Alberto Reyes, and Mónica Borunda
Explanatory Relations Revisited: Links with Credibility-Limited Revision
María Victoria León and Ramón Pino Pérez
Technical Session T-3A. 16:00 – 17:30, 24’Nov (Thursday).
Natural Language Processing
Evaluating Topic-Based Representations for Author Profiling in Social Media
Miguel A. Álvarez-Carmona, A. Pastor López-Monroy, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda, and Ivan Meza
Using Robustness to Learn to Order Semantic Properties in Referring Expression Generation
Pablo Ariel Duboue and Martin Ariel Domínguez
Conditional Random Fields for Spanish Named Entity Recognition Using Unsupervised Features
Jenny Copara, Jose Ochoa, Camilo Thorne, and Goran Glavaš
Technical Session T-3B. 16:00 – 17:30, 24’Nov (Thursday).
Knowledge Engineering, Representation and Probabilistic Reasoning/ Agent Technology and Multi-agent Systems
Semantic Enrichment of Web Service Operations
Maricela Bravo, José A. Reyes-Ortiz, Roberto Alcántara-Ramírez, and Leonardo Sánchez
The ICARO Goal Driven Agent Pattern
Francisco Garijo and Juan Pavón
A Study for Self-adapting Urban Traffic Control
P.S. Rodríguez-Hernández, J.C. Burguillo, E. Costa-Montenegro, and A. Peleteiro
Technical Session F-1A. 9:00 – 10:30, 25’Nov (Friday).
Computational Intelligence Soft Computing
Automatic Generation of Type-1 and Interval Type-2 Membership Functions for Prediction of Time Series Data
Andréia Alves dos Santos Schwaab, Silvia Modesto Nassar, and Paulo José de Freitas Filho
Calibration of Microscopic Traffic Flow Simulation Models Using a Memetic Algorithm with Solis and Wets Local Search Chaining (MA-SW-chains)
Carlos Cobos, Carlos Daza, Cristhian Martínez, Martha Mendoza, Carlos Gaviria, Cristian Arteaga, and Alexander Paz
A New Strategy Based on Feature Selection for Fault Classification in Transmission Lines
Márcia Homci, Paulo Chagas, Brunelli Miranda, Jean Freire, Raimundo Viégas Jr., Yomara Pires, Bianchi Meiguins, and Jefferson Morais
Technical Session F-1B. 9:00 – 10:30, 25’Nov (Friday).
Machine Learning
Detection of Fraud Symptoms in the Retail Industry
Rita P. Ribeiro, Ricardo Oliveira, and João Gama
A Machine Learning Model for Occupancy Rates and Demand Forecasting in the Hospitality Industry
William Caicedo-Torres and Fabián Payares
A Machine Learning Model for Triage in Lean Pediatric Emergency Departments
William Caicedo-Torres, Gisela García, and Hernando Pinzón
Technical Session F-2A. 14:00 – 15:30, 25’Nov (Friday).
Big Data, Knowledge Discovery and Data Mining
Collaborative Filtering with Semantic Neighbour Discovery
Bruno Veloso, Benedita Malheiro, and Juan C. Burguillo
Distributed and Parallel Algorithm for Computing Betweenness Centrality
Mirlayne Campuzano-Alvarez and Adrian Fonseca-Bruzón
In Defense of Online Kmeans for Prototype Generation and Instance Reduction
Mauricio García-Limón, Hugo Jair Escalante, and Alicia Morales-Reyes
Technical Session F-2B. 14:00 – 15:30, 25’Nov (Friday).
Machine Learning
An Empirical Validation of Learning Schemes Using an Automated Genetic Defect Prediction Framework
Juan Murillo-Morera, Carlos Castro-Herrera, Javier Arroyo, and Rubén Fuentes-Fernández
Machine Learning Approaches to Estimate Simulated Cardiac Ejection Fraction from Electrical Impedance Tomography
Tales L. Fonseca, Leonardo Goliatt, Luciana C.D. Campos, Flávia S. Bastos, Luis Paulo S. Barra, and Rodrigo W. dos Santos
Machine Learning Models for Early Dengue Severity Prediction
William Caicedo-Torres, Ángel Paternina, and Hernando Pinzón
Technical Session F-3A. 16:00 – 17:00, 25’Nov (Friday).
Big Data, Knowledge Discovery and Data Mining / Machine Learning
Principal Curves and Surfaces to Interval Valued Variables
Jorge Arce G. and Oldemar Rodríguez R.
Early Prediction of Severe Maternal Morbidity Using Machine Learning Techniques
Eugenia Arrieta Rodríguez, Francisco Edna Estrada, William Caicedo Torres, and Juan Carlos Martínez Santos
Technical Session F-3B. 16:00 – 17:00, 25’Nov (Friday).
Computer Vision and Pattern Recognition
In Search of Truth: Analysis of Smile Intensity Dynamics to Detect Deception
Michal Kawulok, Jakub Nalepa, Karolina Nurzynska, and Bogdan Smolka
Sign Languague Recognition Without Frame-Sequencing Constraints: A Proof of Concept on the Argentinian Sign Language
Franco Ronchetti, Facundo Quiroga, César Estrebou, Laura Lanzarini, and Alejandro Rosete