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ORCIDCAEPIA 2018: Granada, Spain
- Francisco Herrera, Sergio Damas, Rosana Montes, Sergio Alonso, Oscar Cordón, Antonio González, Alicia Troncoso:
Advances in Artificial Intelligence - 18th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2018, Granada, Spain, October 23-26, 2018, Proceedings. Lecture Notes in Computer Science 11160, Springer 2018, ISBN 978-3-030-00373-9
Artificial Intelligence
- Alejandro Bellogín
, Ignacio Fernández-Tobías, Iván Cantador, Paolo Tomeo:
Neighbor Selection for Cold Users in Collaborative Filtering with Positive-Only Feedback. 3-12 - Iker Beñaran-Muñoz, Jerónimo Hernández-González, Aritz Pérez:
Crowd Learning with Candidate Labeling: An EM-Based Solution. 13-23 - Andrés Camero, Jamal Toutouh, Enrique Alba:
Comparing Deep Recurrent Networks Based on the MAE Random Sampling, a First Approach. 24-33 - César Albusac, Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
PMSC-UGR: A Test Collection for Expert Recommendation Based on PubMed and Scopus. 34-43 - Irene Córdoba, Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato, Concha Bielza, Pedro Larrañaga:
Bayesian Optimization of the PC Algorithm for Learning Gaussian Bayesian Networks. 44-54 - Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana:
Identifying the Machine Learning Family from Black-Box Models. 55-65 - Marlon Cárdenas, Noelia García Castillo, Jorge J. Gómez-Sanz, Juan Pavón:
Participatory Design with On-line Focus Groups and Normative Systems. 66-75 - Jerónimo Hernández-González:
Evaluation in Learning from Label Proportions: An Approximation to the Precision-Recall Curve. 76-86 - Iván Méndez-Jiménez, Miguel Cárdenas-Montes:
Time Series Decomposition for Improving the Forecasting Performance of Convolutional Neural Networks. 87-97 - Carlos Puerto-Santana, Concha Bielza, Pedro Larrañaga:
Asymmetric Hidden Markov Models with Continuous Variables. 98-107 - M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Alessandro Giuliani, Giuliano Armano, Araceli Sanchis:
Measuring Diversity and Accuracy in ANN Ensembles. 108-117 - Daniel Silva-Palacios, Cèsar Ferri, María José Ramírez-Quintana:
Adapting Hierarchical Multiclass Classification to Changes in the Target Concept. 118-127 - Ignacio Villalobos, Javier Ferrer, Enrique Alba:
Measuring the Quality of Machine Learning and Optimization Frameworks. 128-139
Fuzzy Sets and Systems
- Carlos Bejines, María Jesús Chasco, Jorge Elorza, Susana Montes:
Equivalence Relations on Fuzzy Subgroups. 143-153 - Pablo Carmona, Juan Luis Castro, Jesús Lozano, José Ignacio Suárez:
A PageRank-Based Method to Extract Fuzzy Expressions as Features in Supervised Classification Problems. 154-163 - Julia García Cabello, Enrique Herrera-Viedma:
A Universal Decision Making Model for Restructuring Networks Based on Markov Random Fields. 164-173 - María Teresa Lamata, David A. Pelta, José Luis Verdegay Galdeano:
Fuzzy Information and Contexts for Designing Automatic Decision-Making Systems. 174-183
Evolutionary Algorithms
- Josu Ceberio, Alexander Mendiburu, José Antonio Lozano:
Distance-Based Exponential Probability Models for Constrained Combinatorial Problems. 187-197 - Christian Cintrano, Francisco Chicano, Thomas Stützle, Enrique Alba:
Studying Solutions of the p-Median Problem for the Location of Public Bike Stations. 198-208 - Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez:
An Empirical Validation of a New Memetic CRO Algorithm for the Approximation of Time Series. 209-218 - Sandra González-Gallardo, Rubén Saborido, Ana Belen Ruiz, Mariano Luque:
An Improvement Study of the Decomposition-Based Algorithm Global WASF-GA for Evolutionary Multiobjective Optimization. 219-229 - Javier Luque, Jamal Toutouh, Enrique Alba:
Reduction of the Size of Datasets by Using Evolutionary Feature Selection: The Case of Noise in a Modern City. 230-239 - Lawrence Mandow, José-Luis Pérez-de-la-Cruz:
Pruning Dominated Policies in Multiobjective Pareto Q-Learning. 240-250 - José Á. Morell, Enrique Alba:
Running Genetic Algorithms in the Edge: A First Analysis. 251-261 - Carolina Salto, Gabriela F. Minetti, Enrique Alba, Gabriel Luque:
Developing Genetic Algorithms Using Different MapReduce Frameworks: MPI vs. Hadoop. 262-272 - Marina Torres, Shouyong Jiang, David A. Pelta, Marcus Kaiser, Natalio Krasnogor:
Strain Design as Multiobjective Network Interdiction Problem: A Preliminary Approach. 273-282
Data Mining
- Andrej Fajfar, Manuel Campos, Francisco Palacios, Bernardo Cánovas-Segura, Gregor Stiglic, Roque Marín:
Risk Factors for Development of Antibiotic Resistance of Enterococcus Faecium to Vancomycin. A Subgroup Discovery Approach. 285-295 - Beatriz Sevilla Villanueva, Karina Gibert, Miquel Sànchez-Marrè:
Intelligent Management of Measurement Units Equivalences in Food Databases. 296-306 - Ainhoa Yera, Iñigo Perona, Olatz Arbelaitz, Javier Muguerza:
Modeling the Navigation on Enrolment Web Information Area of a University Using Machine Learning Techniques. 307-316
Applications
- Joaquín Bautista Valhondo, Rocío Alfaro Pozo:
A GRASP Algorithm to Optimize Operational Costs and Regularity of Production in Mixed-Model Sequencing Problems with Forced Interruption of Operations. 319-329 - Miguel Delgado, Waldo Fajardo, Miguel Molina-Solana:
A Software Tool for Categorizing Violin Student Renditions by Comparison. 330-340 - Jorge García-González, Juan Miguel Ortiz-de-Lazcano-Lobato, Rafael M. Luque-Baena, Miguel A. Molina-Cabello, Ezequiel López-Rubio:
Background Modeling for Video Sequences by Stacked Denoising Autoencoders. 341-350 - Juan Gómez-Romero, Miguel Molina-Solana:
GraphDL: An Ontology for Linked Data Visualization. 351-360 - Andres Jesus Sanchez, Luis Felipe Romero, Siham Tabik, Miguel Angel Medina-Pérez, Francisco Herrera:
A First Step to Accelerating Fingerprint Matching Based on Deformable Minutiae Clustering. 361-371 - José Á. Segura-Muros, Raúl Pérez, Juan Fernández-Olivares:
Learning Planning Action Models with Numerical Information and Logic Relationships Using Classification Techniques. 372-382 - Daniel H. Stolfi, Christian Cintrano, Francisco Chicano, Enrique Alba:
An Intelligent Advisor for City Traffic Policies. 383-393
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