Advances in Artificial Intelligence - IBERAMIA 2018: 16th Ibero-American Conference on AI, Trujillo, Peru, November 13-16, 2018, Proceedings

Front Matter ....Pages I-XVII
Front Matter ....Pages 1-1
 Querying Probabilistic Temporal Constraints for Guideline Interaction Analysis: GLARE’s Approach  (Antonella Andolina, Luca Anselma, Luca Piovesan, Paolo Terenziani)....Pages 3-15
 An AI Approach to Temporal Indeterminacy in Relational Databases  (Luca Anselma, Luca Piovesan, Paolo Terenziani)....Pages 16-28
 Development of Agent Logic Programming Means for Heterogeneous Multichannel Intelligent Visual Surveillance  (Alexei A. Morozov, Olga S. Sushkova)....Pages 29-41
 A Distributed Probabilistic Model for Fault Diagnosis  (Ana Li Oña García, L. Enrique Sucar, Eduardo F. Morales)....Pages 42-53
 Semantic Representation for Collaboration Trajectories in Communities of Practice  (Matheus Pereira, Rosa Maria Vicari, João Luis Tavares da Silva)....Pages 54-66
 Completeness by Modal Definitions  (Levan Uridia, Dirk Walther)....Pages 67-79
Front Matter ....Pages 81-81
 Potential Fields in Smoke Dispersion Applied to Evacuation Simulations  (Bruna A. Corrêa, Diana F. Adamatti, Alessandro de L. Bicho)....Pages 83-95
 MAS Modeling of Collaborative Creative Processes  (Luis de Garrido, Juan Pavón)....Pages 96-107
 Multi-agent Systems that Learn to Monitor Students’ Activity  (Rubén Fuentes-Fernández, Frédéric Migeon)....Pages 108-119
 Encouraging the Recycling Process of Urban Waste by Means of Game Theory Techniques Using a Multi-agent Architecture  (Alfonso González-Briones, Pablo Chamoso, Sara Rodríguez, Angélica González-Arrieta, Juan M. Corchado)....Pages 120-131
 State Machines Synchronization for Collaborative Behaviors Applied to Centralized Robot Soccer Teams  (Jose Guillermo Guarnizo, Martin Mellado)....Pages 132-144
 Adaptive and Intelligent Mentoring to Increase User Attentiveness in Learning Activities  (Ramón Toala, Filipe Gonçalves, Dalila Durães, Paulo Novais)....Pages 145-155
Front Matter ....Pages 157-157
 Analysis of Encoder Representations as Features Using Sparse Autoencoders in Gradient Boosting and Ensemble Tree Models  (Luis Aguilar, L. Antonio Aguilar)....Pages 159-169
 Furnariidae Species Classification Using Extreme Learning Machines and Spectral Information  (E. M. Albornoz, L. D. Vignolo, J. A. Sarquis, C. E. Martínez)....Pages 170-180
 Differential Diagnosis of Dengue and Chikungunya in Colombian Children Using Machine Learning  (William Caicedo-Torres, Ángel Paternina-Caicedo, Hernando Pinzón-Redondo, Jairo Gutiérrez)....Pages 181-192
 Supervised and Unsupervised Identification of Concept Drifts in Data Streams of Seismic-Volcanic Signals  (Paola Alexandra Castro-Cabrera, Mauricio Orozco-Alzate, Cesar Germán Castellanos-Domínguez, Fernando Huenupán, Luis Enrique Franco)....Pages 193-205
 Evaluating Deep Neural Networks for Automatic Fake News Detection in Political Domain  (Francis C. Fernández-Reyes, Suraj Shinde)....Pages 206-216
 A Comparative Study Between Deep Learning and Traditional Machine Learning Techniques for Facial Biometric Recognition  (Jonnathann Silva Finizola, Jonas Mendonça Targino, Felipe Gustavo Silva Teodoro, Clodoaldo Aparecido de Moraes Lima)....Pages 217-228
 Using Fuzzy Neural Networks to the Prediction of Improvement in Expert Systems for Treatment of Immunotherapy  (Augusto Junio Guimarães, Vinicius Jonathan Silva Araujo, Paulo Vitor de Campos Souza, Vanessa Souza Araujo, Thiago Silva Rezende)....Pages 229-240
 Stakeholders Classification System Based on Clustering Techniques  (Yasiel Pérez Vera, Anié Bermudez Peña)....Pages 241-252
 Investigation of Surface EMG and Acceleration Signals of Limbs’ Tremor in Parkinson’s Disease Patients Using the Method of Electrical Activity Analysis Based on Wave Trains  (Olga S. Sushkova, Alexei A. Morozov, Alexandra V. Gabova, Alexei V. Karabanov)....Pages 253-264
 Neural Network Pruning Using Discriminative Information for Emotion Recognition  (Máximo Sánchez-Gutiérrez, Enrique Marcelo Albornoz)....Pages 265-273
Front Matter ....Pages 275-275
 When a Robot Reaches Out for Human Help  (Ignasi Andrés, Leliane Nunes de Barros, Denis D. Mauá, Thiago D. Simão)....Pages 277-289
 Multi-agent Path Finding on Real Robots: First Experience with Ozobots  (Roman Barták, Jiří Švancara, Věra Škopková, David Nohejl)....Pages 290-301
 A Fully Fuzzy Linear Programming Model for Berth Allocation and Quay Crane Assignment  (Flabio Gutierrez, Edwar Lujan, Rafael Asmat, Edmundo Vergara)....Pages 302-313
 Design of a Bio-Inspired Controller to Operate a Modular Robot Autonomously  (Henry Hernández, Rodrigo Moreno, Andres Faina, Jonatan Gomez)....Pages 314-325
 Using Communication for the Evolution of Scalable Role Allocation in Collective Robotics  (Gustavo Martins, Paulo Urbano, Anders Lyhne Christensen)....Pages 326-337
Front Matter ....Pages 339-339
 A Rule-Based AMR Parser for Portuguese  (Rafael Torres Anchiêta, Thiago Alexandre Salgueiro Pardo)....Pages 341-353
 On the Automatic Analysis of Rules Governing Online Communities  (Adan Beltran, Nardine Osman, Lourdes Aguilar, Carles Sierra)....Pages 354-366
 Free Tools and Resources for HMM-Based Brazilian Portuguese Speech Synthesis  (Ericson Costa, Nelson Neto)....Pages 367-379
 Machine Learning Approach for Automatic Short Answer Grading: A Systematic Review  (Lucas Busatta Galhardi, Jacques Duílio Brancher)....Pages 380-391
 LAR-WordNet: A Machine-Translated, Pan-Hispanic and Regional WordNet for Spanish  (Sergio Jimenez, George Dueñas)....Pages 392-403
 Automatic Detection of Regional Words for Pan-Hispanic Spanish on Twitter  (Sergio Jimenez, George Dueñas, Alexander Gelbukh, Carlos A. Rodriguez-Diaz, Sergio Mancera)....Pages 404-416
 Exploring the Relevance of Bilingual Morph-Units in Automatic Induction of Translation Templates  (Kavitha Karimbi Mahesh, Luís Gomes, José Gabriel Pereira Lopes)....Pages 417-429
 Deep Neural Network Approaches for Spanish Sentiment Analysis of Short Texts  (José Ochoa-Luna, Disraeli Ari)....Pages 430-441
 Calculating the Upper Bounds for Portuguese Automatic Text Summarization Using Genetic Algorithm  (Jonathan Rojas-Simón, Yulia Ledeneva, René Arnulfo García-Hernández)....Pages 442-454
 Feature Set Optimisation for Infant Cry Classification  (Leandro D. Vignolo, Enrique Marcelo Albornoz, César Ernesto Martínez)....Pages 455-466
 Feature Selection Using Sampling with Replacement, Covering Arrays and Rule-Induction Techniques to Aid Polarity Detection in Twitter Sentiment Analysis  (Jorge Villegas, Carlos Cobos, Martha Mendoza, Enrique Herrera-Viedma)....Pages 467-480
Front Matter ....Pages 481-481
 ESIA Expert System for Systems Audit Risk-Based  (Néstor Darío Duque-Méndez, Valentina Tabares-Morales, Hector González)....Pages 483-494
 Design of a Computational Model for Organizational Learning in Research and Development Centers (R&D)  (Marco Javier Suárez Barón, José Fdo. López, Carlos Enrique Montenegro-Marin, Paulo Alonso Gaona García)....Pages 495-506
 Storm Runoff Prediction Using Rainfall Radar Map Supported by Global Optimization Methodology  (Yoshitomo Yonese, Akira Kawamura, Hideo Amaguchi)....Pages 507-517
Back Matter ....Pages 519-520