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ORCIDCAEPIA 2015: Albacete, Spain
- José Miguel Puerta, José A. Gámez
, Bernabé Dorronsoro, Edurne Barrenechea, Alicia Troncoso, Bruno Baruque, Mikel Galar:
Advances in Artificial Intelligence - 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015, Albacete, Spain, November 9-12, 2015, Proceedings. Lecture Notes in Computer Science 9422, Springer 2015, ISBN 978-3-319-24597-3
Bayesian Networks and Uncertainty Modeling
- Jerónimo Hernández-González, Iñaki Inza, José Antonio Lozano:
A Novel Weakly Supervised Problem: Learning from Positive-Unlabeled Proportions. 3-13 - Anders L. Madsen, Frank Jensen, Antonio Salmerón, Helge Langseth, Thomas D. Nielsen:
Parallelisation of the PC Algorithm. 14-24 - Luis Rodriguez-Lujan, Concha Bielza, Pedro Larrañaga:
Regularized Multivariate von Mises Distribution. 25-35 - Antonio Salmerón, Darío Ramos-López, Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Antonio Fernández, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen:
Parallel Importance Sampling in Conditional Linear Gaussian Networks. 36-46
Fuzzy Logic and Soft Computing
- José Carlos R. Alcantud, Gustavo Santos-García, Emiliano Hernández Galilea:
Glaucoma Diagnosis: A Soft Set Based Decision Making Procedure. 49-60 - Pedro Bibiloni, Manuel González Hidalgo, Sebastià Massanet:
Retinal Vessel Detection Based on Fuzzy Morphological Line Enhancement. 61-70 - Rocío de Andrés Calle, Teresa González-Arteaga, José Carlos Rodriguez Alcantud, Marta Peral:
A Linguistic Approach for Self-Perceived Health State: A Real Study for Diabetes Disease. 71-81 - Francisco José Gallego-Durán, Carlos Villagrá Arnedo, Rafael Molina-Carmona, Faraón Llorens-Largo:
Applying Neuroevolution to Estimate the Difficulty of Learning Activities. 82-91 - Carlos R. García-Alonso, César Hervás-Martínez, Salud Millán-Lara, Mercedes Torres-Jiménez:
Evolutionary Product Unit Logistic Regression: The Case of Agrarian Efficiency. 92-102
Knowledge Representation, Reasoning and Logic
- Emilio Muñoz-Velasco, Mercedes Pelegrín-García, Pietro Sala, Guido Sciavicco:
On Coarser Interval Temporal Logics and their Satisfiability Problem. 105-115 - Belarmino Pulido, Carlos Alonso González, Aníbal Bregón, Alberto Hernández:
Characterizing and Computing HBG-PCs for Hybrid Systems Fault Diagnosis. 116-127 - Rubén Romero-Córdoba, José Angel Olivas, Francisco Pascual Romero, Francisco Alonso-Gómez:
Clinical Decision Support System for the Diagnosis and Treatment of Fuzzy Diseases. 128-138 - Ángel Nepomuceno-Fernández, Enrique Sarrión-Morillo, Fernando Soler-Toscano, Fernando R. Velázquez-Quesada:
Public and Secret Forgetting of Propositional Formulas. 139-149
Intelligent Systems and Environment
- Ana D. Maldonado, Rosa F. Ropero, Pedro Aguilera Aguilera, Rafael Rumí, Antonio Salmerón:
Estimation of Species Richness Using Bayesian Networks. 153-163 - Alejandro Ramos-Soto, Alberto Bugarín, Senén Barro, Nuria Gallego, Catalina Rodríguez, Iván Fraga, Anthony Saunders:
Automatic Generation of Air Quality Index Textual Forecasts Using a Data-To-Text Approach. 164-174 - Rosa F. Ropero, Ann E. Nicholson, Kevin B. Korb:
Using a New Tool to Visualize Environmental Data for Bayesian Network Modelling. 175-184
Intelligent Web and Recommender Systems
- Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Pável Calado, Bruno Martins:
Learning Parliamentary Profiles for Recommendation Tasks. 187-197 - Nandana Mihindukulasooriya, Mariano Rico, Raúl García-Castro, Asunción Gómez-Pérez:
An Analysis of the Quality Issues of the Properties Available in the Spanish DBpedia. 198-209
Machine Learning and Data Mining
- José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez:
Measuring Data Imperfection in a Neighborhood Based Method. 213-223 - David Griol, Araceli Sanchis de Miguel:
An Ensemble-Based Classification Approach to Model Human-Machine Dialogs. 224-233 - Adolfo Martínez Usó, José Hernández-Orallo, M. José Ramírez-Quintana, Fernando Martínez-Plumed:
Pentaho + R: An Integral View for Multidimensional Prediction Models. 234-244 - Laura Moran-Fernandez, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
A Time Efficient Approach for Distributed Feature Selection Partitioning by Features. 245-254 - Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho:
Analyzing Planning and Monitoring Skills of Users in a Multi-UAV Simulation Environment. 255-264
Metaheuristics and Evolutionary Computation
- Alejandro Baldominos, Yago Sáez, Gustavo Recio, Francisco Javier Calle:
Learning Levels of Mario AI Using Genetic Algorithms. 267-277 - Joaquín Bautista, Rocío Alfaro Pozo, Cristina Batalla García:
GRASP Approach to a Min-Max Problem of Ergonomic Risk in Restricted Assembly Lines. 278-288 - Josu Ceberio, Borja Calvo, Alexander Mendiburu, José Antonio Lozano:
Multi-objectivising the Quadratic Assignment Problem by Means of an Elementary Landscape Decomposition. 289-300 - Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez:
Overcoming the Linearity of Ordinal Logistic Regression Adding Non-linear Covariates from Evolutionary Hybrid Neural Network Models. 301-311 - Antonio González-Pardo, Javier Del Ser, David Camacho:
On the Applicability of Ant Colony Optimization to Non-Intrusive Load Monitoring in Smart Grids. 312-321 - Jesús Sánchez-Oro, Abraham Duarte:
Beyond Unfeasibility: Strategic Oscillation for the Maximum Leaf Spanning Tree Problem. 322-331 - Daniel H. Stolfi, Enrique Alba:
An Evolutionary Algorithm to Generate Real Urban Traffic Flows. 332-343
Social Robotics
- Francisco J. Rodríguez Lera, Fernando Casado, Camino Fernández, Vicente Matellán:
Social Navigation Restrictions for Interactive Robots Using Augmented Reality. 347-356
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