Table of Contents

• A Deep Learning-Based Recommendation System to Enable End User Access to Financial Linked KnowledgeLuis Omar Colombo-Mendoza, José Antonio García-Díaz, Juan Miguel Gómez Berbís, Rafael Valencia-García. 3-14 [doi]
• On the Use of Random Discretization and Dimensionality Reduction in Ensembles for Big DataDiego García-Gil, Sergio Ramírez-Gallego, Salvador García, Francisco Herrera. 15-26 [doi]
• Hybrid Deep Learning Based on GAN for Classifying BSR Noises from Invehicle SensorsJin Young Kim, Seok-Jun Bu, Sung-Bae Cho. 27-38 [doi]
• Inferring User Expertise from Social Tagging in Music Recommender Systems for Streaming ServicesDiego Sánchez-Moreno, María N. Moreno García, Nasim Sonboli, Bamshad Mobasher, Robin Burke. 39-49 [doi]
• Learning Logical Definitions of n-Ary Relations in Graph DatabasesFurkan Goz, Alev Mutlu. 50-61 [doi]
• GAparsimony: An R Package for Searching Parsimonious Models by Combining Hyperparameter Optimization and Feature SelectionFrancisco Javier Martínez de Pisón, Ruben Gonzalez-Sendino, Javier Ferreiro-Cabello, Esteban Fraile-Garcia, Alpha V. Pernía-Espinoza. 62-73 [doi]
• Improving Adaptive Optics Reconstructions with a Deep Learning ApproachSergio Luis Suárez Gómez, Carlos González-Gutiérrez, Enrique Díez Alonso, Jesús Daniel Santos Rodríguez, María Luisa Sánchez Rodríguez, Jorge Carballido-Landeira, Alastair Basden, James Osborn. 74-83 [doi]
• Complexity of Rule Sets in Mining Incomplete Data Using Characteristic Sets and Generalized Maximal Consistent BlocksPatrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse, Teresa Mroczek, Rafal Niemiec. 84-94 [doi]
• Optimization of the University Transportation by Contraction Hierarchies Method and Clustering AlgorithmsIsrael David Herrera-Granda, Leandro Leonardo Lorente-Leyva, Diego Hernán Peluffo-Ordóñez, Robert M. Valencia-Chapi, Yakcleem Montero-Santos, Jorge L. Chicaiza-Vaca, Andrés Eduardo Castro-Ospina. 95-107 [doi]
• Identification of Patterns in Blogosphere Considering Social Positions of Users and Reciprocity of RelationsKrzysztof Rudek, Jaroslaw Kozlak. 108-119 [doi]
• SmartFD: A Real Big Data Application for Electrical Fraud DetectionDavid Gutiérrez-Avilés, J. A. Fábregas, J. Tejedor, Francisco Martínez-Álvarez, Alicia Troncoso, A. Arcos, José C. Riquelme. 120-130 [doi]
• Multi-class Imbalanced Data Oversampling for Vertebral Column Pathologies ClassificationJosé A. Sáez, Héctor Quintián, Bartosz Krawczyk, Michal Wozniak, Emilio Corchado. 131-142 [doi]
• A Hybrid Genetic-Bootstrapping Approach to Link Resources in the Web of DataAndrea Cimmino, Rafael Corchuelo. 145-157 [doi]
• Modelling and Forecasting of the ^222Rn Radiation Level Time Series at the Canfranc Underground LaboratoryIván Méndez-Jiménez, Miguel Cárdenas Montes. 158-170 [doi]
• Sensor Fault Detection and Recovery Methodology for a Geothermal Heat ExchangerHéctor Alaiz-Moretón, José Luís Casteleiro-Roca, Laura Fernández-Robles, Esteban Jove, Manuel Castejón Limas, José Luís Calvo-Rolle. 171-184 [doi]
• Distinctive Features of Asymmetric Neural Networks with Gabor FiltersNaohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi, Hiroshi Sasaki. 185-196 [doi]
• Tuning CNN Input Layout for IDS with Genetic AlgorithmsRoberto Blanco, Juan J. Cilla, Pedro Malagón, Ignacio Penas, José Manuel Moya. 197-209 [doi]
• Improving the Accuracy of Prediction Applications by Efficient Tuning of Gradient Descent Using Genetic AlgorithmsArturo Duran-Dominguez, Juan Antonio Gómez Pulido, David Rodríguez Lozano. 210-221 [doi]
• Mono-modal Medical Image Registration with Coral Reef OptimizationEnrique Bermejo, Manuel Chica, Sergio Damas, Sancho Salcedo-Sanz, Oscar Cordón. 222-234 [doi]
• Evaluating Feature Selection Robustness on High-Dimensional DataBarbara Pes. 235-247 [doi]
• Generalized Probability Distribution Mixture Model for ClusteringDavid Crespo-Roces, Iván Méndez-Jiménez, Sancho Salcedo-Sanz, Miguel Cárdenas Montes. 251-263 [doi]
• A Hybrid Approach to Mining ConditionsFernando O. Gallego, Rafael Corchuelo. 264-276 [doi]
• A First Attempt on Monotonic Training Set SelectionJ.-R. Cano, S. García. 277-288 [doi]
• Dealing with Missing Data and Uncertainty in the Context of Data MiningAliya Aleryani, Wenjia Wang, Beatriz de la Iglesia. 289-301 [doi]
• A Preliminary Study of Diversity in Extreme Learning Machines EnsemblesCarlos Perales-González, Mariano Carbonero-Ruz, David Becerra-Alonso, Francisco Fernández-Navarro. 302-314 [doi]
• Orthogonal Learning Firefly AlgorithmKadavy Tomas, Pluhacek Michal, Viktorin Adam, Senkerik Roman. 315-326 [doi]
• Multi-label Learning by Hyperparameters Calibration for Treating Class ImbalanceAndrés Felipe Giraldo-Forero, Andrés Felipe Cardona-Escobar, Andrés Eduardo Castro-Ospina. 327-337 [doi]
• Drifted Data Stream Clustering Based on ClusTree AlgorithmJakub Zgraja, Michal Wozniak. 338-349 [doi]
• Featuring the Attributes in Supervised Machine LearningAntonio J. Tallón-Ballesteros, Luís Correia, Bing Xue. 350-362 [doi]
• Applying VorEAl for IoT Intrusion DetectionNayat Sánchez Pi, Luis Martí, José M. Molina. 363-374 [doi]
• Evaluation of a Wrist-Based Wearable Fall Detection MethodSamad Barri Khojasteh, José Ramón Villar, Enrique A. de la Cal, Víctor M. González Suárez, Javier Sedano, Harun Resit Yazgan. 377-386 [doi]
• EnerVMAS: Virtual Agent Organizations to Optimize Energy Consumption Using Intelligent Temperature CalibrationAlfonso González-Briones, Javier Prieto, Juan M. Corchado, Yves Demazeau. 387-398 [doi]
• Tool Wear Estimation and Visualization Using Image Sensors in Micro Milling ManufacturingLaura Fernández-Robles, Noelia Charro, Lidia Sánchez-González, Hilde Pérez, Manuel Castejón Limas, Javier Alfonso-Cendón. 399-410 [doi]
• Compensating Atmospheric Turbulence with Convolutional Neural Networks for Defocused Pupil Image Wave-Front SensorsSergio Luis Suárez Gómez, Carlos González-Gutiérrez, Enrique Díez Alonso, Jesús Daniel Santos Rodríguez, Laura Bonavera, Juan José Fernández-Valdivia, José Manuel Rodríguez-Ramos, Luis Fernando Rodríguez Ramos. 411-421 [doi]
• Using Nonlinear Quantile Regression for the Estimation of Software CostJavier de Andrés, Manuel Landajo, Pedro Lorca. 422-432 [doi]
• A Distributed Drone-Oriented Architecture for In-Flight Object DetectionDiego Vaquero-Melchor, Iván Campaña, Ana M. Bernardos, Luca Bergesio, Juan A. Besada. 433-445 [doi]
• 3D Gabor Filters for Chest Segmentation in DCE-MRIIgnacio A. Illan, J. Perez Matos, J. Ramirez, Juan Manuel Górriz, Simon Y. Foo, Anke Meyer-Baese. 446-454 [doi]
• Fingertips Segmentation of Thermal Images and Its Potential Use in Hand Thermoregulation AnalysisAndrés Eduardo Castro-Ospina, A. M. Correa-Mira, Israel David Herrera-Granda, Diego Hernán Peluffo-Ordóñez, Hermes Alexander Fandiño Toro. 455-463 [doi]
• Listen to This: Music Recommendation Based on One-Class Support Vector MachineFabio A. Yepes, Vivian F. López Batista, Javier Pérez-Marcos, Ana Belén Gil, Gabriel Villarrubia. 467-478 [doi]
• Improving Forecasting Using Information Fusion in Local Agricultural MarketsWashington R. Padilla, Jesús García, José M. Molina. 479-489 [doi]
• Chord Progressions Selection Based on Song Audio FeaturesNoelia Rico, Irene Díaz. 490-501 [doi]
• LearnSec: A Framework for Full Text AnalysisCarlos Adriano Gonçalves, Eva Lorenzo Iglesias, Lourdes Borrajo, Rui Camacho, A. Seara Vieira, Célia Talma Gonçalves. 502-513 [doi]
• A Mood Analysis on Youtube Comments and a Method for Improved Social Spam DetectionEnaitz Ezpeleta, Mikel Iturbe, Iñaki Garitano, Iñaki Vélez de Mendizabal, Urko Zurutuza. 514-525 [doi]
• An Improved Comfort Biased Smart Home Load Manager for Grid Connected Homes Under Direct Load ControlChukwuka G. Monyei, Serestina Viriri. 526-536 [doi]
• Remifentanil Dose Prediction for Patients During General AnesthesiaEsteban Jove, Jose M. Gonzalez-Cava, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle, Francisco Javier de Cos Juez, Ana León, María Martín, José Antonio Reboso. 537-546 [doi]
• Classification of Prostate Cancer Patients and Healthy Individuals by Means of a Hybrid Algorithm Combing SVM and Evolutionary AlgorithmsJuan Enrique Sánchez Lasheras, Fernando Sánchez Lasheras, Carmen González-Donquiles, Adonina Tardón, Gemma Castaño Vynals, Beatriz Pérez-Gómez, Camilo Palazuelos, Dolors Sala, Francisco Javier de Cos Juez. 547-557 [doi]
• A Hybrid Deep Learning System of CNN and LRCN to Detect Cyberbullying from SNS CommentsSeok-Jun Bu, Sung-Bae Cho. 561-572 [doi]
• Taxonomy-Based Detection of User Emotions for Advanced Artificial Intelligent ApplicationsAlfredo Cuzzocrea, Giovanni Pilato. 573-585 [doi]
• Prediction of the Energy Demand of a Hotel Using an Artificial Intelligence-Based ModelJosé Luís Casteleiro-Roca, José Francisco Gómez González, José Luís Calvo-Rolle, Esteban Jove, Héctor Quintián, Juan Francisco Acosta Martín, Sara González-Pérez, Benjamin Gonzalez Diaz, Francisco Calero-Garcia, Juan Albino Méndez Pérez. 586-596 [doi]
• A Hybrid Algorithm for the Prediction of Computer Vision Syndrome in Health Personnel Based on Trees and Evolutionary AlgorithmsEva María Artime Ríos, Fernando Sánchez Lasheras, Ana Suárez Sánchez, Francisco Javier Iglesias Rodríguez, María del Mar Seguí Crespo. 597-608 [doi]
• An Algorithm Based on Satellite Observations to Quality Control Ground Solar Sensors: Analysis of Spanish Meteorological NetworksRuben Urraca-Valle, Javier Antoñanzas-Torres, Andrés Sanz-García, Alvaro Aldama, Francisco Javier Martínez de Pisón. 609-621 [doi]
• Predicting Global Irradiance Combining Forecasting Models Through Machine LearningJ. Huertas-Tato, Ricardo Aler, F. J. Rodríguez-Benítez, C. Arbizu-Barrena, D. Pozo-Vázquez, Inés María Galván. 622-633 [doi]
• A Hybrid Algorithm for the Assessment of the Influence of Risk Factors in the Development of Upper Limb Musculoskeletal DisordersNélida M. Busto Serrano, Paulino José García Nieto, Ana Suárez Sánchez, Fernando Sánchez Lasheras, Pedro Riesgo Fernández. 634-646 [doi]
• Evolutionary Computation on Road SafetyBruno Fernandes, Henrique Vicente, Jorge Ribeiro, Cesar Analide, José Neves. 647-657 [doi]
• Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image ReconstructionAkemi Gálvez, Andrés Iglesias, Iztok Fister 0001, Iztok Fister Jr., Eneko Osaba, Javier Del Ser. 658-670 [doi]
• A Re-description Based Developmental Approach to the Generation of Value Functions for Cognitive RobotsA. Romero, Francisco Bellas, Abraham Prieto, Richard J. Duro. 671-683 [doi]
• A Hybrid Iterated Local Search for Solving a Particular Two-Stage Fixed-Charge Transportation ProblemOvidiu Cosma, Petrica C. Pop, Oliviu Matei, Ioana Zelina. 684-693 [doi]
• Change Detection in Multidimensional Data Streams with Efficient Tensor Subspace ModelBoguslaw Cyganek. 694-705 [doi]
• A View of the State of the Art of Dialogue SystemsLeire Ozaeta, Manuel Graña. 706-715 [doi]
• An Adaptive Approach for Index Tuning with Learning Classifier Systems on Hybrid Storage EnvironmentsWendel Góes Pedrozo, Júlio César Nievola, Deborah Carvalho Ribeiro. 716-729 [doi]
• Electrical Behavior Modeling of Solar Panels Using Extreme Learning MachinesJosé Manuel López-Guede, Jose Antonio Ramos-Hernanz, Julián Estévez, Asier Garmendia, Leyre Torre, Manuel Graña. 730-740 [doi]
• A Hybrid Clustering Approach for Diagnosing Medical DiseasesSvetlana Simic, Zorana Bankovic, Dragan Simic, Svetislav D. Simic. 741-752 [doi]