Table of Contents

• Towards a General Method for Logical Rule Extraction from Time SeriesGuido Sciavicco, Ionel Eduard Stan, Alessandro Vaccari. 3-12 [doi]
• A Principled Two-Step Method for Example-Dependent Cost Binary ClassificationJavier Mediavilla-Relaño, Aitor Gutiérrez-López, Marcelino Lázaro, Aníbal R. Figueiras-Vidal. 13-22 [doi]
• Symbiotic Autonomous Systems with Consciousness Using Digital TwinsFelipe Fernández, Ángel Sánchez, José F. Vélez, Ana Belén Moreno. 23-32 [doi]
• Deep Support Vector Classification and RegressionDavid Díaz-Vico, Jesús Prada, Adil Omari, José R. Dorronsoro. 33-43 [doi]
• An Experimental Study on the Relationships Among Neural Codes and the Computational Properties of Neural NetworksSergio Miguel Tomé. 44-57 [doi]
• Uninformed Methods to Build Optimal Choice-Based EnsemblesAmeed Almomani, Eduardo Sánchez. 58-65 [doi]
• Design and Implementation of a Robotics Learning Environment to Teach Physics in Secondary SchoolsSamantha Orlando, Félix de la Paz López, Elena Gaudioso. 69-76 [doi]
• Multi-robot User Interface for Cooperative Transportation TasksMajd Kassawat, Enric Cervera, Angel Pasqual del Pobil. 77-81 [doi]
• Precise Positioning and Heading for Autonomous Scouting Robots in a Harsh EnvironmentDavid Obregón, Raúl Arnau, María Campo-Cossio, Juan G. Arroyo-Parras, Michael Pattinson, Smita Tiwari, Iker Lluvia, Oscar Rey, Jeroen Verschoore, Libor Lenza, Joaquin Reyes. 82-96 [doi]
• Gesture Control Wearables for Human-Machine Interaction in Industry 4.0Luis Roda-Sanchez, Teresa Olivares, Celia Garrido-Hidalgo, Antonio Fernández-Caballero. 99-108 [doi]
• Computing the Missing Lexicon in Students Using Bayesian NetworksPedro Salcedo Lagos, M. Angélica Pinninghoff J., Ricardo Contreras Arriagada. 109-116 [doi]
• Control of Transitory Take-Off Regime in the Transportation of a Pendulum by a QuadrotorJulián Estévez, José Manuel López-Guede. 117-126 [doi]
• Improving Scheduling Performance of a Real-Time System by Incorporation of an Artificial Intelligence PlannerJesus Fernández-Conde, Pedro Cuenca-Jimenez, Rafael Toledo-Moreo. 127-136 [doi]
• Convolutional Neural Networks for Olive Oil ClassificationBelén Vega-Márquez, Andrea Carminati, Natividad Jurado-Campos, Andrés Martín-Gómez, Lourdes Arce-Jiménez, Cristina Rubio-Escudero, Isabel A. Nepomuceno-Chamorro. 137-145 [doi]
• An Indoor Illuminance Prediction Model Based on Neural Networks for Visual Comfort and Energy Efficiency Optimization PurposesM. Martell, M. Castilla, F. Rodríguez, M. Berenguel. 146-156 [doi]
• Using Probabilistic Context Awareness in a Deliberative Planner SystemJonatan Gines Clavero, Francisco J. Rodriguez, Francisco Martín Rico, Angel Manuel Guerrero, Vicente Matellán. 157-166 [doi]
• Combining Data-Driven and Domain Knowledge Components in an Intelligent Assistant to Build Personalized MenusMiquel Sànchez-Marrè, Karina Gibert, Beatriz Sevilla Villaneva. 167-179 [doi]
• Robust Heading Estimation in Mobile PhonesFernando E. Casado, Adrián Nieto, Roberto Iglesias, Carlos V. Regueiro, Senén Barro. 180-190 [doi]
• Crowding Differential Evolution for Protein Structure PredictionDaniel Varela, José Santos. 193-203 [doi]
• Bacterial Resistance Algorithm. An Application to CVRPM. Angélica Pinninghoff J., José Orellana M., Ricardo Contreras A.. 204-211 [doi]
• Conceptual Description of Nature-Inspired Cognitive Cities: Properties and ChallengesJuvenal Machin, Agusti Solanas. 212-222 [doi]
• Genetic Algorithm to Evolve Ensembles of Rules for On-Line Scheduling on Single Machine with Variable CapacityFrancisco J. Gil-Gala, Ramiro Varela. 223-233 [doi]
• Multivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial VisionPaul D. Rosero-Montalvo, Vivian F. López Batista, Diego Hernán Peluffo-Ordóñez, Vanessa C. Erazo-Chamorro, Ricardo P. Arciniega-Rocha. 234-243 [doi]
• Optimization of Bridges Reinforcements with Tied-Arch Using Moth Search AlgorithmÓscar Carrasco, Broderick Crawford, Ricardo Soto, José Lemus-Romani, Gino Astorga, Agustín Salas-Fernández. 244-253 [doi]
• Repairing Infeasibility in Scheduling via Genetic AlgorithmsRaúl Mencía, Carlos Mencía, Ramiro Varela. 254-263 [doi]
• Application of Koniocortex-Like Networks to Cardiac Arrhythmias ClassificationSantiago Torres-Alegre, Yasmine Benchaib, José Manuel Ferrández de Vicente, Diego Andina. 264-273 [doi]
• Content Based Image Retrieval by Convolutional Neural NetworksSafa Hamreras, Rafaela Benítez-Rochel, Bachir Boucheham, Miguel A. Molina-Cabello, Ezequiel López-Rubio. 277-286 [doi]
• Deep Learning Networks with p-norm Loss Layers for Spatial Resolution Enhancement of 3D Medical ImagesKarl Thurnhofer-Hemsi, Ezequiel López-Rubio, Núria Roé-Vellvé, Miguel A. Molina-Cabello. 287-296 [doi]
• Analysis of Dogs's Abandonment Problem Using Georeferenced Multi-agent SystemsZoila Ruiz-Chavez, Jaime Salvador-Meneses, Cristina Mejía-Astudillo, Soledad Diaz-Quilachamin. 297-306 [doi]
• Background Modeling by Shifted Tilings of Stacked Denoising AutoencodersJorge García-González, Juan Miguel Ortiz-de-Lazcano-Lobato, Rafael M. Luque-Baena, Ezequiel López-Rubio. 307-316 [doi]
• Deep Learning-Based Security System Powered by Low Cost Hardware and Panoramic CamerasJesús Benito-Picazo, Enrique Domínguez, Esteban J. Palomo, Ezequiel López-Rubio. 317-326 [doi]
• Neuroacoustical Stimulation of Parkinson's Disease Patients: A Case StudyGerardo Gálvez-García, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Guillermo Arcas de Castro, Pedro Gómez Vilda. 329-339 [doi]
• Evaluating Instability on Phonation in Parkinson's Disease and Aging SpeechAndrés Gómez-Rodellar, Daniel Palacios-Alonso, José Manuel Ferrández de Vicente, Jirí Mekyska, Agustín Álvarez Marquina, Pedro Gómez Vilda. 340-351 [doi]
• Differentiation Between Ischemic and Heart Rate Related Events Using the Continuous Wavelet TransformCarolina Fernández Biscay, Pedro David Arini, Anderson Iván Rincón Soler, María Paula Bonomini. 352-360 [doi]
• Automatic Measurement of ISNT and CDR on Retinal Images by Means of a Fast and Efficient Method Based on Mathematical Morphology and Active ContoursRafael Verdú Monedero, Juan Morales-Sánchez, Rafael Berenguer-Vidal, Inmaculada Sellés-Navarro, Ana Palazón-Cabanes. 361-370 [doi]
• Bihemispheric Beta Desynchronization During an Upper-Limb Motor Task in Chronic Stroke SurvivorsSantiago Ezquerro, Juan A. Barios, Arturo Bertomeu-Motos, Jorge A. Díez, Jose M. Sanchez-Aparicio, Luis Donis-Barber, Eduardo Fernández-Jover, Nicolás García Aracil. 371-379 [doi]
• Modeling and Estimation of Non-functional Properties: Leveraging the Power of QoS MetricsCristina Vicente-Chicote, Daniel García-Pérez, Pablo García-Ojeda, Juan F. Inglés-Romero, Adrián Romero-Garcés, Jesús Martínez. 380-388 [doi]
• Machine-Health Application Based on Machine Learning Techniques for Prediction of Valve Wear in a Manufacturing PlantMaría-Elena Fernández-García, Jorge Larrey-Ruiz, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal, José-Luis Sancho-Gómez. 389-398 [doi]
• Artificial Semantic Memory with Autonomous Learning Applied to Social RobotsFrancisco Martin-Rico, Francisco Gomez-Donoso, Félix Escalona, Miguel Cazorla, José García Rodríguez. 401-411 [doi]
• A Showcase of the Use of Autoencoders in Feature Learning ApplicationsDavid Charte, Francisco Charte, María José del Jesús, Francisco Herrera. 412-421 [doi]
• Automatic Image-Based Waste ClassificationVictoria Ruíz, Ángel Sánchez, José F. Vélez, Bogdan Raducanu. 422-431 [doi]
• Propositional Rules Generated at the Top Layers of a CNNGuido Bologna. 432-440 [doi]
• Deep Ordinal Classification Based on the Proportional Odds ModelVíctor Manuel Vargas, Pedro Antonio Gutiérrez, César Hervás. 441-451 [doi]
• Data Preprocessing for Automatic WMH Segmentation with FCNNsP. Duque, J. M. Cuadra, E. Jiménez, Mariano Rincón-Zamorano. 452-460 [doi]
• FER in Primary School Children for Affective Robot TutorsLuis-Eduardo Imbernón Cuadrado, Angeles Manjarrés Riesco, Félix de la Paz López. 461-471 [doi]