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Über dieses Buch

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.

Inhaltsverzeichnis

Frontmatter

Knowledge Engineering, Knowledge Representation and Probabilistic Reasoning

Frontmatter

2016 | OriginalPaper | Buchkapitel

Towards an Integration of Workflows and Clinical Guidelines: A Case Study

Paolo Terenziani, Salvatore Femiano

2016 | OriginalPaper | Buchkapitel

Anomalies Detection in the Behavior of Processes Using the Sensor Validation Theory

Pablo H. Ibargüengoytia, Uriel A. García, Alberto Reyes, Mónica Borunda

2016 | OriginalPaper | Buchkapitel

Explanatory Relations Revisited: Links with Credibility-Limited Revision

María Victoria León, Ramón Pino Pérez

2016 | OriginalPaper | Buchkapitel

Semantic Enrichment of Web Service Operations

Maricela Bravo, José A. Reyes-Ortiz, Roberto Alcántara-Ramírez, Leonardo Sánchez

Agent Technology and Multi-agent Systems

Frontmatter

2016 | OriginalPaper | Buchkapitel

The ICARO Goal Driven Agent Pattern

Francisco Garijo, Juan Pavón

2016 | OriginalPaper | Buchkapitel

A Study for Self-adapting Urban Traffic Control

P. S. Rodríguez-Hernández, J. C. Burguillo, Enrique Costa-Montenegro, Ana Peleteiro

Planning and Scheduling

Frontmatter

2016 | OriginalPaper | Buchkapitel

A Constraint-Based Approach for the Conciliation of Clinical Guidelines

Luca Piovesan, Paolo Terenziani

2016 | OriginalPaper | Buchkapitel

Intelligence Amplification Framework for Enhancing Scheduling Processes

Andrej Dobrkovic, Luyao Liu, Maria-Eugenia Iacob, Jos van Hillegersberg

2016 | OriginalPaper | Buchkapitel

A Column Generation Approach for Solving a Green Bi-objective Inventory Routing Problem

Carlos Franco, Eduyn Ramiro López-Santana, Germán Méndez-Giraldo

Natural Language Processing

Frontmatter

2016 | OriginalPaper | Buchkapitel

Enhancing Semi-supevised Text Classification Using Document Summaries

Esaú Villatoro-Tello, Emmanuel Anguiano, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda, Gabriela Ramírez-de-la-Rosa

2016 | OriginalPaper | Buchkapitel

A Comparison Between Two Spanish Sentiment Lexicons in the Twitter Sentiment Analysis Task

Omar Juárez Gambino, Hiram Calvo

2016 | OriginalPaper | Buchkapitel

Is This a Joke? Detecting Humor in Spanish Tweets

Santiago Castro, Matías Cubero, Diego Garat, Guillermo Moncecchi

2016 | OriginalPaper | Buchkapitel

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, Ivan Meza

2016 | OriginalPaper | Buchkapitel

Using Robustness to Learn to Order Semantic Properties in Referring Expression Generation

Pablo Ariel Duboue, Martin Ariel Domínguez

2016 | OriginalPaper | Buchkapitel

Conditional Random Fields for Spanish Named Entity Recognition Using Unsupervised Features

Jenny Copara, Jose Ochoa, Camilo Thorne, Goran Glavaš

Machine Learning

Frontmatter

2016 | OriginalPaper | Buchkapitel

Detection of Fraud Symptoms in the Retail Industry

Rita P. Ribeiro, Ricardo Oliveira, João Gama

2016 | OriginalPaper | Buchkapitel

A Machine Learning Model for Occupancy Rates and Demand Forecasting in the Hospitality Industry

William Caicedo-Torres, Fabián Payares

2016 | OriginalPaper | Buchkapitel

A Machine Learning Model for Triage in Lean Pediatric Emergency Departments

William Caicedo-Torres, Gisela García, Hernando Pinzón

2016 | OriginalPaper | Buchkapitel

An Empirical Validation of Learning Schemes Using an Automated Genetic Defect Prediction Framework

Juan Murillo-Morera, Carlos Castro-Herrera, Javier Arroyo, Rubén Fuentes-Fernández

2016 | OriginalPaper | Buchkapitel

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, Rodrigo W. dos Santos

2016 | OriginalPaper | Buchkapitel

Machine Learning Models for Early Dengue Severity Prediction

William Caicedo-Torres, Ángel Paternina, Hernando Pinzón

2016 | OriginalPaper | Buchkapitel

Early Prediction of Severe Maternal Morbidity Using Machine Learning Techniques

Eugenia Arrieta Rodríguez, Francisco Edna Estrada, William Caicedo Torres, Juan Carlos Martínez Santos

Big Data, Knowledge Discovery and Data Mining

Frontmatter

2016 | OriginalPaper | Buchkapitel

Collaborative Filtering with Semantic Neighbour Discovery

Bruno Veloso, Benedita Malheiro, Juan C. Burguillo

2016 | OriginalPaper | Buchkapitel

Distributed and Parallel Algorithm for Computing Betweenness Centrality

Mirlayne Campuzano-Alvarez, Adrian Fonseca-Bruzón

2016 | OriginalPaper | Buchkapitel

Principal Curves and Surfaces to Interval Valued Variables

Jorge Arce G., Oldemar Rodríguez R.

2016 | OriginalPaper | Buchkapitel

In Defense of Online Kmeans for Prototype Generation and Instance Reduction

Mauricio García-Limón, Hugo Jair Escalante, Alicia Morales-Reyes

Computer Vision and Pattern Recognition

Frontmatter

2016 | OriginalPaper | Buchkapitel

In Search of Truth: Analysis of Smile Intensity Dynamics to Detect Deception

Michal Kawulok, Jakub Nalepa, Karolina Nurzynska, Bogdan Smolka

2016 | OriginalPaper | Buchkapitel

Sign Languague Recognition Without Frame-Sequencing Constraints: A Proof of Concept on the Argentinian Sign Language

Franco Ronchetti, Facundo Quiroga, César Estrebou, Laura Lanzarini, Alejandro Rosete

Computational Intelligence Soft Computing

Frontmatter

2016 | OriginalPaper | Buchkapitel

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, Paulo José de Freitas Filho

2016 | OriginalPaper | Buchkapitel

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, Alexander Paz

2016 | OriginalPaper | Buchkapitel

A New Strategy Based on Feature Selection for Fault Classification in Transmission Lines

Márcia Homci, Paulo Chagas, Brunelli Miranda, Jean Freire, Raimundo Viégas, Yomara Pires, Bianchi Meiguins, Jefferson Morais

AI in Education, Affective Computing, and Human-Computer Interaction

Frontmatter

2016 | OriginalPaper | Buchkapitel

Context Ontologies in Ubiquitous Learning Environments

Gabriela González, Elena Durán, Analía Amandi

2016 | OriginalPaper | Buchkapitel

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, Fabio A. González

2016 | OriginalPaper | Buchkapitel

Hidden Markov Models for Artificial Voice Production and Accent Modification

Marvin Coto-Jiménez, John Goddard-Close

Backmatter

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