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

José Manuel Ferrández Vicente; José Ramón Álvarez Sánchez; Félix de la Paz López; Francisco Javier Toledo Moreo; Hojjat Adeli

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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

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Información General

Autores: José Manuel Ferrández Vicente (dir. congr.) , José Ramón Álvarez Sánchez (dir. congr.) , Félix de la Paz López (dir. congr.) , Francisco Javier Toledo Moreo (dir. congr.), Hojjat Adeli (coord.)
Editores: Springer Suiza
Año de publicación: 2019
País: Suiza
Idioma: español
ISBN: 978-3-030-19651-6
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Red de Bibliotecas Universitarias (REBIUN)

Listado de artículos

- Models
  - Seleccionado
    Towards a general method for logical rule extraction from time series
    Guido Sciavicco , Ionel Eduard Stan, Alessandra Vaccari
    - Resumen
    págs. 3-12
  - Seleccionado
    A principled two-step method for example-dependent cost binary classification
    Javier Mediavilla, Aitor Gutiérrez, Marcelino Lázaro , Aníbal Ramón Figueiras Vidal
    - Resumen
    págs. 13-22
  - Seleccionado
    Symbiotic autonomous systems with consciousness using digital twins
    Felipe Fernández García , Ángel José Sánchez Navarro , Jose Francisco Velez Serrano , Belén Moreno
    - Resumen
    págs. 23-32
  - Seleccionado
    Deep support vector classification and regression
    David Díaz Vico, Jesús Prada Lobato, Adil Omari, José R. Dorronsoro
    - Resumen
    págs. 33-43
  - Seleccionado
    An experimental study on the relationships among neural codes and the computational properties of neural networks
    Sergio Miguel Tomé
    - Resumen
    págs. 44-57
  - Seleccionado
    Uninformed methods to build optimal choice-based ensembles
    Ameed Ali Ahmad Almomani
    - Resumen
    págs. 58-65
- Robotics
  - Seleccionado
    Design and implementation of a robotics learning environment to teach physics in secondary schools
    Samantha Orlando, Félix de la Paz López , Elena Gaudioso Vázquez
    - Resumen
    págs. 69-76
  - Seleccionado
    Multi-robot user interface for cooperative transportation tasks
    Majd Kassawat, Enric Cervera Mateu , Ángel Pascual del Pobil y Ferré
    - Resumen
    págs. 77-81
  - Seleccionado
    Precise positioning and heading for autonomous scouting robots in a harsh environment
    David de Obregon Sierra, Raúl Arnau, María Campo, Juan Gabriel Arroyo Parras, Michael Pattison, Smita Tiwari
    - Resumen
    págs. 82-96
- Applications
  - Seleccionado
    Gesture control wearables for human-machine interaction in industry 4.0
    Luis Roda Sanchez, Teresa Olivares Pérez, Celia Garrido Hidalgo, Antonio Fernández Caballero
    - Resumen
    págs. 99-108
  - Seleccionado
    Computing the missing lexicon in students using bayesian networks
    Pedro Salcedo, M.Angélica. Pinninghoff J., Ricardo Contreras Calvache
    - Resumen
    págs. 109-116
  - Seleccionado
    Control of transitory take-off regime in the transportation of a pendulum by a quadrotor
    Julián Estévez Sanz, José Manuel López Guede
    - Resumen
    págs. 117-126
  - Seleccionado
    Improving scheduling performance of a real-time system by incorporation of an artificial intelligence planner
    Jesus Fernandez Conde, Pedro Cuenca, Rafael Toledo Moreo
    - Resumen
    págs. 127-136
  - Seleccionado
    Convolutional neural networks for olive oil classification
    Belén Vega Márquez, Andrés Carminati, Natividad Jurado Campos, Andrés Martínez, Lourdes Arce Jiménez , Cristina Rubio Escudero , Isabel de los Ángeles Nepomuceno Chamorro
    - Resumen
    págs. 137-145
  - Seleccionado
    An indoor illuminance prediction model based on neural networks for visual comfort and energy efficiency optimization purposes
    M. Martell, M. Castilla Ibáñez, M. Berenguel
    - Resumen
    págs. 146-156
  - Seleccionado
    Using probabilistic context awareness in a deliberative planner system
    Jonatan Ginés Clavero, Francisco José Rodríguez Campo, Martín Rico Ortega, Ángel Manuel Guerrero Higueras , Vicente Matellán Olivera
    - Resumen
    págs. 157-166
  - Seleccionado
    Combining data-driven and domain knowledge components in an intelligent assistant to build personalized menus
    Miquel Sànchez i Marrè , Karina Gibert Oliveras , Beatriz Sevilla Villanueva
    - Resumen
    págs. 167-179
  - Seleccionado
    Robust heading estimation in mobile phones
    Fernando Casado Martín, Adriana Nieto Sanjuanero, Roberto Iglesias, Carlos V. Regueiro , Senén Barro
    - Resumen
    págs. 180-190
- Bioinspired Systems
  - Seleccionado
    Crowding differential evolution for protein structure prediction
    Daniel Varela Suanzes-Carpegna, J.L Santos
    - Resumen
    págs. 193-203
  - Seleccionado
    Bacterial resistance algorithm. An application to CVRP
    M.Angélica. Pinninghoff J., José Orellana Yáñez, Ricardo Contreras Soto
    - Resumen
    págs. 204-211
  - Seleccionado
    Conceptual description of nature-inspired cognitive cities: properties and challenges
    Juvenal Machin, Agusti Solanas
    - Resumen
    págs. 212-222
  - Seleccionado
    Genetic algorithm to evolve ensembles of rules for on-line scheduling on single machine with variable capacity
    Francisco Javier Gil Gala, Ramiro Alberto Varela Benvenuto
    - Resumen
    págs. 223-233
  - Seleccionado
    Multivariate approach to alcohol detection in drivers by sensors and artificial vision
    Paul David Rosero Montalvo, Vivian Félix López Batista , Diego Hernán Peluffo Ordoñez , Vanessa Erazo Chamorro, Ricardo Arciniega Rocha
    - Resumen
    págs. 234-243
  - Seleccionado
    Optimization of bridges reinforcements with tied-arch using moth search algorithm
    Oscar Carrasco González, Broderick Crawford, Ricard Soto i Company, José Lemus-Ruiz, Gino Astorga, José Agustín Salas Bustillos
    - Resumen
    págs. 244-253
  - Seleccionado
    Repairing infeasibility in scheduling via genetic algorithms
    Raul Mencia Cascallana, Carlos Mencía Cascallana, Ramiro Alberto Varela Benvenuto
    - Resumen
    págs. 254-263
  - Seleccionado
    Application of koniocortex-like networks to cardiac arrhythmias classification
    Santiago Torres, Yasmine Benchaib, José Manuel Ferrández Vicente , Diego Andina de la Fuente
    - Resumen
    págs. 264-273
- Machine Learning for Big Data and Visualization
  - Seleccionado
    Content based image retrieval by convolutional neural networks
    Safa Hamreras, Rafaela Benitez Rochel , Bachir Boucheham, Miguel A. Molina Cabello, Ezequiel López Rubio
    - Resumen
    págs. 277-286
  - Seleccionado
    Deep learning networks with p-norm loss layers for spatial resolution enhancement of 3D medical images
    Karl Thurnhofer Hemsi, Ezequiel López Rubio , Nuria Roe Vellve , Miguel A. Molina Cabello
    - Resumen
    págs. 287-296
  - Seleccionado
    Analysis of dogs’s abandonment problem using georeferenced multi-agent systems
    Zoila de Lourdes Ruiz Chávez, Jaime Meneses, Cristina Mejía, Soledad Díaz
    - Resumen
    págs. 297-306
  - Seleccionado
    Background modeling by shifted tilings of stacked denoising autoencoders
    Jorge García González, Juan Miguel Ortiz de Lazcano Lobato , Rafael M. Luque Baena , Ezequiel López Rubio
    - Resumen
    págs. 307-316
  - Seleccionado
    Deep learning-based security system powered by low cost hardware and panoramic cameras
    Jesús Benito Picazo, J. Enrique Domínguez Muñoz, Esteban Palomo Guio, Ezequiel López Rubio
    - Resumen
    págs. 317-326
- Biomedical Applications
  - Seleccionado
    Neuroacoustical stimulation of Parkinson’s disease patients: a case study
    Gerardo Miguel Galvez Garcia, Andrés Gómez Rodellar, Daniel Palacios Alonso , Guillermo De Arcas Castro , Pedro Gómez Vilda
    - Resumen
    págs. 329-339
  - Seleccionado
    Evaluating instability on phonation in Parkinson’s disease and aging speech
    Andrés Gómez Rodellar, Daniel Palacios Alonso , José Manuel Ferrández Vicente , Jiri Mekyska, Agustin Alvarez Marquina , Pedro Gómez Vilda
    - Resumen
    págs. 340-351
  - Seleccionado
    Differentiation between ischemic and heart rate related events using the continuous wavelet transform
    Carolina Fernández, Pedro David Arini, Anderson Iván Rincón Sole, Maria Paula Bonomini
    - Resumen
    págs. 352-360
  - Seleccionado
    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, Inmaculada Sellés Navarro, Ana Palazón Cabanes
    - Resumen
    págs. 361-370
  - Seleccionado
    Bihemispheric beta desynchronization during an upper-limb motor task in chronic stroke survivors
    Santiago Ezquerro García, Juan Barios Baquero, Arturo Bertomeu Motos, Jorge Díez, José Antonio Sánchez Aparicio, Luis Donis Barber, Eduardo Fernández Jover , Noelia García Aracil
    - Resumen
    págs. 371-379
  - Seleccionado
    Modeling and estimation of non-functional properties: leveraging the power of QoS metrics
    Cristina Vicente Chicote , Daniel García Pérez, Pablo García, Juan F. Inglés Romero, A. Romero Garcés, Jesús Martínez Burgos
    - Resumen
    págs. 380-388
  - Seleccionado
    Machine-health application based on machine learning techniques for prediction of valve wear in a manufacturing plant
    María Elena Fernández García, Jorge Larrey i Ruiz, Antonio Ros, Aníbal Ramón Figueiras Vidal , José Luis Sancho Gómez
    - Resumen
    págs. 389-398
- Deep Learning
  - Seleccionado
    Artificial semantic memory with autonomous learning applied to social robots
    Martín Rico Ortega, Francisco Gómez Donoso , Félix Escalona Moncholi , Miguel Cazorla Quevedo , José García Rodríguez
    - Resumen
    págs. 401-411
  - Seleccionado
    A showcase of the use of autoencoders in feature learning applications
    Francisco David Charte Luque, Francisco Charte, María de Jesús Ruiz Recendiz, Francisco Herrera
    - Resumen
    págs. 412-421
  - Seleccionado
    Automatic image-based waste classification
    Victoria Ruiz de Velasco, Ángel José Sánchez Navarro , José Vélez, Bogdan Raducanu
    - Resumen
    págs. 422-431
  - Seleccionado
    Propositional rules generated at the top layers of a CNN
    Guido Bologna
    - Resumen
    págs. 432-440
  - Seleccionado
    Deep ordinal classification based on the proportional odds model
    Victor Manuel Vargas Forero, Pedro Antonio Gutiérrez Peña , César Hervás Martínez
    - Resumen
    págs. 441-451
  - Seleccionado
    Data preprocessing for automatic WMH segmentation with FCNNs
    P. Duque, José Manuel Cuadra Troncoso , E. Jiménez, Mariano Rincón Zamorano
    - Resumen
    págs. 452-460
  - Seleccionado
    FER in primary school children for affective robot tutors
    Luis Eduardo Imbernón Cuadrado, Angeles Manjarrés Riesco, Félix de la Paz López
    - Resumen
    págs. 461-471