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
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
- Texto completo no disponible (Saber más ...)
Otros catálogos
Listado de artículos
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Models
págs. 3-12
A principled two-step method for example-dependent cost binary classification
Javier Mediavilla, Aitor Gutiérrez, Marcelino Lázaro, Aníbal Ramón Figueiras Vidal
págs. 13-22
Symbiotic autonomous systems with consciousness using digital twins
Felipe Fernández García, Ángel José Sánchez Navarro, Jose Francisco Velez Serrano, Belén Moreno
págs. 23-32
Deep support vector classification and regression
David Díaz Vico, Jesús Prada Lobato, Adil Omari, José R. Dorronsoro
págs. 33-43
págs. 44-57
págs. 58-65
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Robotics
Design and implementation of a robotics learning environment to teach physics in secondary schools
Samantha Orlando, Félix de la Paz López, Elena Gaudioso Vázquez
págs. 69-76
Multi-robot user interface for cooperative transportation tasks
Majd Kassawat, Enric Cervera Mateu, Ángel Pascual del Pobil y Ferré
págs. 77-81
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
págs. 82-96
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Applications
Gesture control wearables for human-machine interaction in industry 4.0
Luis Roda Sanchez, Teresa Olivares Pérez, Celia Garrido Hidalgo, Antonio Fernández Caballero
págs. 99-108
Computing the missing lexicon in students using bayesian networks
Pedro Salcedo, M.Angélica. Pinninghoff J., Ricardo Contreras Calvache
págs. 109-116
págs. 117-126
págs. 127-136
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
págs. 137-145
págs. 146-156
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
págs. 157-166
págs. 167-179
Robust heading estimation in mobile phones
Fernando Casado Martín, Adriana Nieto Sanjuanero, Roberto Iglesias, Carlos V. Regueiro, Senén Barro
págs. 180-190
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Bioinspired Systems
págs. 193-203
Bacterial resistance algorithm. An application to CVRP
M.Angélica. Pinninghoff J., José Orellana Yáñez, Ricardo Contreras Soto
págs. 204-211
Conceptual description of nature-inspired cognitive cities: properties and challenges
págs. 212-222
págs. 223-233
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
págs. 234-243
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
págs. 244-253
Repairing infeasibility in scheduling via genetic algorithms
Raul Mencia Cascallana, Carlos Mencía Cascallana, Ramiro Alberto Varela Benvenuto
págs. 254-263
Application of koniocortex-like networks to cardiac arrhythmias classification
Santiago Torres, Yasmine Benchaib, José Manuel Ferrández Vicente, Diego Andina de la Fuente
págs. 264-273
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Machine Learning for Big Data and Visualization
Content based image retrieval by convolutional neural networks
Safa Hamreras, Rafaela Benitez Rochel, Bachir Boucheham, Miguel A. Molina Cabello, Ezequiel López Rubio
págs. 277-286
págs. 287-296
Analysis of dogs’s abandonment problem using georeferenced multi-agent systems
Zoila de Lourdes Ruiz Chávez, Jaime Meneses, Cristina Mejía, Soledad Díaz
págs. 297-306
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
págs. 307-316
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
págs. 317-326
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Biomedical Applications
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
págs. 329-339
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
págs. 340-351
Carolina Fernández, Pedro David Arini, Anderson Iván Rincón Sole, Maria Paula Bonomini
págs. 352-360
Rafael Verdú Monedero, Juan Morales Sánchez, Rafael Berenguer, Inmaculada Sellés Navarro, Ana Palazón Cabanes
págs. 361-370
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
págs. 371-379
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
págs. 380-388
María Elena Fernández García, Jorge Larrey i Ruiz, Antonio Ros, Aníbal Ramón Figueiras Vidal, José Luis Sancho Gómez
págs. 389-398
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Deep Learning
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
págs. 401-411
A showcase of the use of autoencoders in feature learning applications
Francisco David Charte Luque, Francisco Charte, María de Jesús Ruiz Recendiz, Francisco Herrera
págs. 412-421
Automatic image-based waste classification
Victoria Ruiz de Velasco, Ángel José Sánchez Navarro, José Vélez, Bogdan Raducanu
págs. 422-431
págs. 432-440
Deep ordinal classification based on the proportional odds model
Victor Manuel Vargas Forero, Pedro Antonio Gutiérrez Peña, César Hervás Martínez
págs. 441-451
Data preprocessing for automatic WMH segmentation with FCNNs
P. Duque, José Manuel Cuadra Troncoso, E. Jiménez, Mariano Rincón Zamorano
págs. 452-460
FER in primary school children for affective robot tutors
Luis Eduardo Imbernón Cuadrado, Angeles Manjarrés Riesco, Félix de la Paz López
págs. 461-471
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