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ORCIDIWINAC 2019: Almería, Spain
- José Manuel Ferrández de Vicente, José Ramón Álvarez Sánchez, Félix de la Paz López
, F. Javier Toledo-Moreo, Hojjat Adeli:
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. Lecture Notes in Computer Science 11487, Springer 2019, ISBN 978-3-030-19650-9
Models
- Guido Sciavicco, Ionel Eduard Stan, Alessandro Vaccari:
Towards a General Method for Logical Rule Extraction from Time Series. 3-12 - Javier Mediavilla-Relaño, Aitor Gutiérrez-López, Marcelino Lázaro, Aníbal R. Figueiras-Vidal:
A Principled Two-Step Method for Example-Dependent Cost Binary Classification. 13-22 - Felipe Fernández, Ángel Sánchez, José Francisco Vélez, Ana Belén Moreno:
Symbiotic Autonomous Systems with Consciousness Using Digital Twins. 23-32 - David Díaz-Vico, Jesús Prada, Adil Omari, José R. Dorronsoro:
Deep Support Vector Classification and Regression. 33-43 - Sergio Miguel Tomé:
An Experimental Study on the Relationships Among Neural Codes and the Computational Properties of Neural Networks. 44-57 - Ameed Almomani, Eduardo Sánchez:
Uninformed Methods to Build Optimal Choice-Based Ensembles. 58-65
Robotics
- Samantha Orlando, Félix de la Paz López, Elena Gaudioso:
Design and Implementation of a Robotics Learning Environment to Teach Physics in Secondary Schools. 69-76 - Majd Kassawat, Enric Cervera, Angel Pasqual del Pobil:
Multi-robot User Interface for Cooperative Transportation Tasks. 77-81 - David Obregón, Raúl Arnau, María Campo-Cossio, Juan G. Arroyo-Parras, Michael Pattinson, Smita Tiwari, Iker Lluvia, Oscar Rey, Jeroen Verschoore, Libor Lenza, Joaquin Reyes:
Precise Positioning and Heading for Autonomous Scouting Robots in a Harsh Environment. 82-96
Applications
- Luis Roda-Sanchez, Teresa Olivares, Celia Garrido-Hidalgo, Antonio Fernández-Caballero:
Gesture Control Wearables for Human-Machine Interaction in Industry 4.0. 99-108 - Pedro Salcedo Lagos, M. Angélica Pinninghoff Junemann, Ricardo Contreras Arriagada:
Computing the Missing Lexicon in Students Using Bayesian Networks. 109-116 - Julián Estévez, José Manuel López-Guede:
Control of Transitory Take-Off Regime in the Transportation of a Pendulum by a Quadrotor. 117-126 - Jesús Fernández-Conde, Pedro Manuel Cuenca-Jiménez, Rafael Toledo-Moreo:
Improving Scheduling Performance of a Real-Time System by Incorporation of an Artificial Intelligence Planner. 127-136 - Belén Vega-Márquez, Andrea Carminati, Natividad Jurado-Campos, Andrés Martín-Gómez, Lourdes Arce-Jiménez, Cristina Rubio-Escudero, Isabel A. Nepomuceno-Chamorro:
Convolutional Neural Networks for Olive Oil Classification. 137-145 - M. Martell, María Castilla, Francisco Rodríguez, Manuel Berenguel:
An Indoor Illuminance Prediction Model Based on Neural Networks for Visual Comfort and Energy Efficiency Optimization Purposes. 146-156 - Jonatan Gines Clavero, Francisco J. Rodríguez, Francisco Martín Rico, Ángel Manuel Guerrero, Vicente Matellán:
Using Probabilistic Context Awareness in a Deliberative Planner System. 157-166 - Miquel Sànchez-Marrè, Karina Gibert, Beatriz Sevilla Villanueva:
Combining Data-Driven and Domain Knowledge Components in an Intelligent Assistant to Build Personalized Menus. 167-179 - Fernando E. Casado, Adrián Nieto, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro:
Robust Heading Estimation in Mobile Phones. 180-190
Bioinspired Systems
- Daniel Varela, José Santos Reyes:
Crowding Differential Evolution for Protein Structure Prediction. 193-203 - M. Angélica Pinninghoff Junemann, José Orellana M., Ricardo Contreras Arriagada:
Bacterial Resistance Algorithm. An Application to CVRP. 204-211 - Juvenal Machin, Agusti Solanas:
Conceptual Description of Nature-Inspired Cognitive Cities: Properties and Challenges. 212-222 - Francisco Javier Gil Gala, Ramiro Varela:
Genetic Algorithm to Evolve Ensembles of Rules for On-Line Scheduling on Single Machine with Variable Capacity. 223-233 - Paul D. Rosero-Montalvo, Vivian F. López Batista, Diego Hernán Peluffo-Ordóñez, Vanessa C. Erazo-Chamorro, Ricardo P. Arciniega-Rocha:
Multivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial Vision. 234-243 - Óscar Carrasco, Broderick Crawford, Ricardo Soto, José Lemus-Romani, Gino Astorga, Agustín Salas-Fernández:
Optimization of Bridges Reinforcements with Tied-Arch Using Moth Search Algorithm. 244-253 - Raúl Mencía, Carlos Mencía, Ramiro Varela:
Repairing Infeasibility in Scheduling via Genetic Algorithms. 254-263 - Santiago Torres-Alegre, Yasmine Benchaib, José Manuel Ferrández de Vicente, Diego Andina:
Application of Koniocortex-Like Networks to Cardiac Arrhythmias Classification. 264-273
Machine Learning for Big Data and Visualization
- Safa Hamreras, Rafaela Benítez-Rochel, Bachir Boucheham, Miguel A. Molina-Cabello, Ezequiel López-Rubio:
Content Based Image Retrieval by Convolutional Neural Networks. 277-286 - Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Núria Roé-Vellvé, Miguel A. Molina-Cabello:
Deep Learning Networks with p-norm Loss Layers for Spatial Resolution Enhancement of 3D Medical Images. 287-296 - Zoila Ruiz-Chavez, Jaime Salvador-Meneses, Cristina Mejía-Astudillo, Soledad Diaz-Quilachamin:
Analysis of Dogs's Abandonment Problem Using Georeferenced Multi-agent Systems. 297-306 - Jorge García-González, Juan Miguel Ortiz-de-Lazcano-Lobato, Rafael M. Luque-Baena, Ezequiel López-Rubio:
Background Modeling by Shifted Tilings of Stacked Denoising Autoencoders. 307-316 - Jesús Benito-Picazo, Enrique Domínguez, Esteban J. Palomo, Ezequiel López-Rubio:
Deep Learning-Based Security System Powered by Low Cost Hardware and Panoramic Cameras. 317-326
Biomedical Applications
- Gerardo Gálvez-García, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Guillermo Arcas de Castro, Pedro Gómez Vilda:
Neuroacoustical Stimulation of Parkinson's Disease Patients: A Case Study. 329-339 - Andrés Gómez-Rodellar, Daniel Palacios-Alonso, José Manuel Ferrández de Vicente, Jirí Mekyska, Agustín Álvarez Marquina, Pedro Gómez Vilda:
Evaluating Instability on Phonation in Parkinson's Disease and Aging Speech. 340-351 - Carolina Fernández Biscay, Pedro David Arini, Anderson Iván Rincón Soler, María Paula Bonomini:
Differentiation Between Ischemic and Heart Rate Related Events Using the Continuous Wavelet Transform. 352-360 - Rafael Verdú Monedero, Juan Morales-Sánchez, Rafael Berenguer-Vidal, Inmaculada Sellés-Navarro, Ana Palazón-Cabanes:
Automatic Measurement of ISNT and CDR on Retinal Images by Means of a Fast and Efficient Method Based on Mathematical Morphology and Active Contours. 361-370 - Santiago Ezquerro, Juan A. Barios, Arturo Bertomeu-Motos, Jorge A. Díez, Jose M. Sanchez-Aparicio, Luis Donis-Barber, Eduardo Fernández-Jover, Nicolás García Aracil:
Bihemispheric Beta Desynchronization During an Upper-Limb Motor Task in Chronic Stroke Survivors. 371-379 - Cristina Vicente-Chicote, Daniel García-Pérez, Pablo García-Ojeda, Juan F. Inglés-Romero, Adrián Romero-Garcés, Jesús Martínez:
Modeling and Estimation of Non-functional Properties: Leveraging the Power of QoS Metrics. 380-388 - María-Elena Fernández-García, Jorge Larrey-Ruiz, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal, José-Luis Sancho-Gómez:
Machine-Health Application Based on Machine Learning Techniques for Prediction of Valve Wear in a Manufacturing Plant. 389-398
Deep Learning
- Francisco Martín Rico, Francisco Gomez-Donoso, Félix Escalona, Miguel Cazorla, José García Rodríguez:
Artificial Semantic Memory with Autonomous Learning Applied to Social Robots. 401-411 - David Charte, Francisco Charte, María José del Jesus, Francisco Herrera:
A Showcase of the Use of Autoencoders in Feature Learning Applications. 412-421 - Victoria Ruíz, Ángel Sánchez, José Francisco Vélez, Bogdan Raducanu:
Automatic Image-Based Waste Classification. 422-431 - Guido Bologna:
Propositional Rules Generated at the Top Layers of a CNN. 432-440 - Víctor Manuel Vargas, Pedro Antonio Gutiérrez, César Hervás:
Deep Ordinal Classification Based on the Proportional Odds Model. 441-451 - Pablo Duque, J. M. Cuadra, Ester Jiménez, Mariano Rincón-Zamorano:
Data Preprocessing for Automatic WMH Segmentation with FCNNs. 452-460 - Luis-Eduardo Imbernón Cuadrado, Angeles Manjarrés Riesco, Félix de la Paz López:
FER in Primary School Children for Affective Robot Tutors. 461-471
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