From Bioinspired Systems and Biomedical Applications to Machine Learning: 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3–7, 2019, Proceedings, Part II

Front Matter ....Pages i-xxiii
Front Matter ....Pages 1-1
 Towards a General Method for Logical Rule Extraction from Time Series  (Guido Sciavicco, Ionel Eduard Stan, Alessandro Vaccari)....Pages 3-12
 A Principled Two-Step Method for Example-Dependent Cost Binary Classification  (Javier Mediavilla-Relaño, Aitor Gutiérrez-López, Marcelino Lázaro, Aníbal R. Figueiras-Vidal)....Pages 13-22
 Symbiotic Autonomous Systems with Consciousness Using Digital Twins  (Felipe Fernández, Ángel Sánchez, José F. Vélez, A. Belén Moreno)....Pages 23-32
 Deep Support Vector Classification and Regression  (David Díaz-Vico, Jesús Prada, Adil Omari, José R. Dorronsoro)....Pages 33-43
 An Experimental Study on the Relationships Among Neural Codes and the Computational Properties of Neural Networks  (Sergio Miguel-Tomé)....Pages 44-57
 Uninformed Methods to Build Optimal Choice-Based Ensembles  (Ameed Almomani, Eduardo Sánchez)....Pages 58-65
Front Matter ....Pages 67-67
 Design and Implementation of a Robotics Learning Environment to Teach Physics in Secondary Schools  (Samantha Orlando, Félix de la Paz López, Elena Gaudioso)....Pages 69-76
 Multi-robot User Interface for Cooperative Transportation Tasks  (Majd Kassawat, Enric Cervera, Angel P. del Pobil)....Pages 77-81
 Precise Positioning and Heading for Autonomous Scouting Robots in a Harsh Environment  (David Obregón, Raúl Arnau, María Campo-Cossio, Juan G. Arroyo-Parras, Michael Pattinson, Smita Tiwari et al.)....Pages 82-96
Front Matter ....Pages 97-97
 Gesture Control Wearables for Human-Machine Interaction in Industry 4.0  (Luis Roda-Sanchez, Teresa Olivares, Celia Garrido-Hidalgo, Antonio Fernández-Caballero)....Pages 99-108
 Computing the Missing Lexicon in Students Using Bayesian Networks  (Pedro Salcedo L., M. Angélica Pinninghoff J., Ricardo Contreras A.)....Pages 109-116
 Control of Transitory Take-Off Regime in the Transportation of a Pendulum by a Quadrotor  (Julián Estévez, Jose Manuel Loṕez-Guede)....Pages 117-126
 Improving Scheduling Performance of a Real-Time System by Incorporation of an Artificial Intelligence Planner  (Jesus Fernandez-Conde, Pedro Cuenca-Jimenez, Rafael Toledo-Moreo)....Pages 127-136
 Convolutional Neural Networks for Olive Oil Classification  (Belén Vega-Márquez, Andrea Carminati, Natividad Jurado-Campos, Andrés Martín-Gómez, Lourdes Arce-Jiménez, Cristina Rubio-Escudero et al.)....Pages 137-145
 An Indoor Illuminance Prediction Model Based on Neural Networks for Visual Comfort and Energy Efficiency Optimization Purposes  (M. Martell, M. Castilla, F. Rodríguez, M. Berenguel)....Pages 146-156
 Using Probabilistic Context Awareness in a Deliberative Planner System  (Jonatan Gines Clavero, Francisco J. Rodriguez, Francisco Martín Rico, Angel Manuel Guerrero, Vicente Matellán)....Pages 157-166
 Combining Data-Driven and Domain Knowledge Components in an Intelligent Assistant to Build Personalized Menus  (Miquel Sànchez-Marrè, Karina Gibert, Beatriz Sevilla-Villaneva)....Pages 167-179
 Robust Heading Estimation in Mobile Phones  (Fernando E. Casado, Adrián Nieto, Roberto Iglesias, Carlos V. Regueiro, Senén Barro)....Pages 180-190
Front Matter ....Pages 191-191
 Crowding Differential Evolution for Protein Structure Prediction  (Daniel Varela, José Santos)....Pages 193-203
 Bacterial Resistance Algorithm. An Application to CVRP  (M. Angélica Pinninghoff J., José Orellana M., Ricardo Contreras A.)....Pages 204-211
 Conceptual Description of Nature-Inspired Cognitive Cities: Properties and Challenges  (Juvenal Machin, Agusti Solanas)....Pages 212-222
 Genetic Algorithm to Evolve Ensembles of Rules for On-Line Scheduling on Single Machine with Variable Capacity  (Francisco J. Gil-Gala, Ramiro Varela)....Pages 223-233
 Multivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial Vision  (Paul D. Rosero-Montalvo, Vivian F. López-Batista, Diego H. Peluffo-Ordóñez, Vanessa C. Erazo-Chamorro, Ricardo P. Arciniega-Rocha)....Pages 234-243
 Optimization of Bridges Reinforcements with Tied-Arch Using Moth Search Algorithm  (Óscar Carrasco, Broderick Crawford, Ricardo Soto, José Lemus-Romani, Gino Astorga, Agustín Salas-Fernández)....Pages 244-253
 Repairing Infeasibility in Scheduling via Genetic Algorithms  (Raúl Mencía, Carlos Mencía, Ramiro Varela)....Pages 254-263
 Application of Koniocortex-Like Networks to Cardiac Arrhythmias Classification  (Santiago Torres-Alegre, Yasmine Benchaib, José Manuel Ferrández Vicente, Diego Andina)....Pages 264-273
Front Matter ....Pages 275-275
 Content Based Image Retrieval by Convolutional Neural Networks  (Safa Hamreras, Rafaela Benítez-Rochel, Bachir Boucheham, Miguel A. Molina-Cabello, Ezequiel López-Rubio)....Pages 277-286
 Deep Learning Networks with p-norm Loss Layers for Spatial Resolution Enhancement of 3D Medical Images  (Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Núria Roé-Vellvé, Miguel A. Molina-Cabello)....Pages 287-296
 Analysis of Dogs’s Abandonment Problem Using Georeferenced Multi-agent Systems  (Zoila Ruiz-Chavez, Jaime Salvador-Meneses, Cristina Mejí­a-Astudillo, Soledad Diaz-Quilachamin)....Pages 297-306
 Background Modeling by Shifted Tilings of Stacked Denoising Autoencoders  (Jorge García-González, Juan M. Ortiz-de-Lazcano-Lobato, Rafael M. Luque-Baena, Ezequiel López-Rubio)....Pages 307-316
 Deep Learning-Based Security System Powered by Low Cost Hardware and Panoramic Cameras  (Jesus Benito-Picazo, Enrique Domínguez, Esteban J. Palomo, Ezequiel López-Rubio)....Pages 317-326
Front Matter ....Pages 327-327
 Neuroacoustical Stimulation of Parkinson’s Disease Patients: A Case Study  (Gerardo Gálvez-García, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Guillermo de Arcas-Castro, Pedro Gómez-Vilda)....Pages 329-339
 Evaluating Instability on Phonation in Parkinson’s Disease and Aging Speech  (Andrés Gómez-Rodellar, Daniel Palacios-Alonso, José Manuel Ferrández Vicente, J. Mekyska, Agustín Álvarez Marquina, Pedro Gómez-Vilda)....Pages 340-351
 Differentiation Between Ischemic and Heart Rate Related Events Using the Continuous Wavelet Transform  (Carolina Fernández Biscay, Pedro David Arini, Anderson Iván Rincón Soler, María Paula Bonomini)....Pages 352-360
 Automatic Measurement of ISNT and CDR on Retinal Images by Means of a Fast and Efficient Method Based on Mathematical Morphology and Active Contours  (Rafael Verdú-Monedero, Juan Morales-Sánchez, Rafael Berenguer-Vidal, Inmaculada Sellés-Navarro, Ana Palazón-Cabanes)....Pages 361-370
 Bihemispheric Beta Desynchronization During an Upper-Limb Motor Task in Chronic Stroke Survivors  (Santiago Ezquerro, Juan A. Barios, Arturo Bertomeu-Motos, Jorge Diez, Jose M. Sanchez-Aparicio, Luis Donis-Barber et al.)....Pages 371-379
 Modeling and Estimation of Non-functional Properties: Leveraging the Power of QoS Metrics  (Cristina Vicente-Chicote, Daniel García-Pérez, Pablo García-Ojeda, Juan F. Inglés-Romero, Adrián Romero-Garcés, Jesús Martínez)....Pages 380-388
 Machine-Health Application Based on Machine Learning Techniques for Prediction of Valve Wear in a Manufacturing Plant  (María-Elena Fernández-García, Jorge Larrey-Ruiz, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal, José-Luis Sancho-Gómez)....Pages 389-398
Front Matter ....Pages 399-399
 Artificial Semantic Memory with Autonomous Learning Applied to Social Robots  (Francisco Martin-Rico, Francisco Gomez-Donoso, Felix Escalona, Miguel Cazorla, Jose Garcia-Rodriguez)....Pages 401-411
 A Showcase of the Use of Autoencoders in Feature Learning Applications  (David Charte, Francisco Charte, María J. del Jesus, Francisco Herrera)....Pages 412-421
 Automatic Image-Based Waste Classification  (Victoria Ruiz, Ángel Sánchez, José F. Vélez, Bogdan Raducanu)....Pages 422-431
 Propositional Rules Generated at the Top Layers of a CNN  (Guido Bologna)....Pages 432-440
 Deep Ordinal Classification Based on the Proportional Odds Model  (Víctor Manuel Vargas, Pedro Antonio Gutiérrez, César Hervás)....Pages 441-451
 Data Preprocessing for Automatic WMH Segmentation with FCNNs  (P. Duque, J. M. Cuadra, E. Jiménez, Mariano Rincón-Zamorano)....Pages 452-460
 FER in Primary School Children for Affective Robot Tutors  (Luis-Eduardo Imbernón Cuadrado, Ángeles Manjarrés Riesco, Félix de la Paz López)....Pages 461-471
Back Matter ....Pages 473-476