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