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 (dir. congr.)
• Editores: Springer Suiza
• Año de publicación: 2019
• País: Suiza
• Idioma: inglés
• ISBN: 978-3-030-19591-5
• Texto completo no disponible (Saber más ...)

Resumen

• The two volume set LNCS 11486 and 11487 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, held in Almería, Spain,, in June 2019. The total of 103 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on understanding the brain function and emotions, addressing topics such as new tools for analyzing neural data, or detection emotional states, or interfacing with physical systems. The second volume deals with bioinspired systems and biomedical applications to machine learning and contains papers related bioinspired programming strategies and all the contributions oriented to the computational solutions to engineering problems in different applications domains, as biomedical systems, or big data solutions.

Otros catálogos

• Red de Bibliotecas Universitarias (REBIUN)

Listado de artículos

• • Neuroscience Applications

    • The effect of tDCS on EEG-based functional connectivity in gait motor imagery

      Jorge Gaxiola, Marisol Rodríguez Ugarte, Eduardo Iáñez Martínez, M. Ortiz, D. Gutiérrez, José María Azorín Poveda

      • Resumen

      págs. 3-10

      

    • Distinguishing aging clusters and mobile devices by hand-wrist articulation: a case of study

      Daniel Palacios-Alonso, Carlos A. Lázaro Carrascosa, Raquel Massaro, José Manuel Ferrández Vicente, Andrés Gómez Rodellar, Pedro Gómez Vilda

      • Resumen

      págs. 11-16

      

    • Hardware and software for integrating brain–computer interface with Internet of Things

      Francisco Laport, Francisco Javier Vázquez Araujo, Paula Castro, Adriana Dapena

      • Resumen

      págs. 22-31

      

    • How to improve spatial and numerical cognition with a game-based and technology-enhanced learning approach

      Michela Ponticorvo, Massimiliano Schembri, Orazio Miglino

      • Resumen

      págs. 32-41

      

    • Ontologies for early detection of the alzheimer disease and other neurodegenerative diseases

      Alba Gomez Valadés, Rafael Martínez Tomás, Mariano Rincón Zamorano

      • Resumen

      págs. 42-50

      

    • Gaming the attention with a SSVEP-based brain-computer interface

      Miguel Ángel López Gordo, Eduardo Pérez Maseda, Jesús Minguillón

      • Resumen

      págs. 51-59

      

    • Analysis of the consumption of household appliances for the detection of anomalies in the behaviour of older people

      Miguel Ángel Patricio Guisado, Daniel González González, José Miguel Molina Cámara, Antonio Berlanga Santamaría

      • Resumen

      págs. 60-68

      

    • Autonomic modulation duringa cognitive task using a wearable device

      María Paula Bonomini, Mikel Val Calvo, Alejandro Díaz Morcillo, José Manuel Ferrández Vicente, Eduardo Fernández Jover

      • Resumen

      págs. 69-77

      

    • The assessment of visuospatial abilities with tangible interfaces and machine learning

      Antonio Cerrato, Michela Ponticorvo, Onofrio Gigliotta, Paolo Bartolomeo, Orazio Miglino

      • Resumen

      págs. 78-87

      

    • Midpoint: a tool to build artificial models of numerical cognition

      Onofrio Gigliotta, Michela Ponticorvo, Fabrizio Doricchi, Orazio Miglino

      • Resumen

      págs. 88-96

      

    • Cognitive AI systems contribute to improving creativity modeling and measuring tools

      Faheem Hassan Zunjani, Ana Maria Oltet¸eanu

      • Resumen

      págs. 97-107

      

    • Neurolight Alpha: Interfacing computational neural models for stimulus modulation in cortical visual neuroprostheses

      Antonio Lozano Guerrero, Juan Sebastián Suárez Carrasquilla, Cristina Soto-Sánchez, Francisco Javier Garrigós Guerrero, José Javier Martínez Álvarez, José Manuel Ferrández Vicente, Eduardo Fernández Jover

      • Resumen

      págs. 108-119

      

    • Bootstrapping autonomous skill learning in the MDB cognitive architecture

      Alex Romero, Francisco Javier Bellas Dublang, Jose Alberto Becerra Becerra, Richard J. Duro Fernández

      • Resumen

      págs. 120-129

      

    • HAPAN: Support tool for practicing regional anesthesia in peripheral nerves

      José Alberto Hernández Muriel, J.C. Mejía Hernández

      • Resumen

      págs. 130-137

      

    • Group differences in time-frequency relevant patterns for user-independent BCI applications

      F. Velásquez, A. F. Zapata, Jorge I. Padilla Buriticá, José Manuel Ferrández Vicente, Germán Castellanos Domínguez

      • Resumen

      págs. 138-145

      

  • Affective Computing

    • Assessing an application of spontaneous stressed speech - emotions portal

      Daniel Palacios-Alonso, Carlos A. Lázaro Carrascosa, Agustín López, Guillermo Meléndez, Andrés Gómez Rodellar, Andrés Loor, Victor Nieto Lluis, V. Rodellar Biarge, Athanasios Tsanas, Pedro Gómez Vilda

      • Resumen

      págs. 149-160

      

    • Empowering UX of elderly people with Parkinson’s disease via BCI touch

      Pedro Gómez López, Francisco Montero Laberti, María Margarita López

      • Resumen

      págs. 161-170

      

    • Real-time emotional recognition for sociable robotics based on deep neural networks ensemble

      Nazir Kamal, Mikel Val Calvo, Jose Ramón Álvarez, Alejandro Díaz Morcillo, José Manuel Ferrández Vicente, Eduardo Fernández Jover, Tarik Boudghene Stambouli´

      • Resumen

      págs. 171-180

      

    • Advanced trajectory generator for two carts with RGB-D sensor on circular rail

      Ramón Panduro, Eva Segura Asensio, Lidia María Belmonte, Paulo Novais, Jesús Benet, Antonio Fernández Caballero, Rafael Morales Barba

      • Resumen

      págs. 181-190

      

    • On the use of lateralization for lightweight and accurate methodology for EEG real time emotion estimation using Gaussian-process classifier

      Mikel Val Calvo, Jose Ramón Álvarez, Alejandro Díaz Morcillo, José Manuel Ferrández Vicente, Eduardo Fernández Jover

      • Resumen

      págs. 191-201

      

    • Stress identification from electrodermal activity by support vector machines

      Roberto Sánchez, Arturo Martínez Rodrigo, Antonio Fernández Caballero

      • Resumen

      págs. 202-211

      

    • Trajectory planning of a quadrotor to monitor dependent people

      Lidia María Belmonte, Rafael Morales Barba, Arturo García, Eva Segura Ortí, Paulo Novais, Antonio Fernández Caballero

      • Resumen

      págs. 212-221

      

    • Development and validation of basic virtual human facial emotion expressions

      Miguel Querol Gavaldá, Arturo García, Patricia Fernández Sotos, Roberto Rodríguez Jiménez, Antonio Fernández Caballero

      • Resumen

      págs. 222-231

      

    • Brushstrokes of the emotional brain: Cortical asymmetries for valence dimension

      Jennifer Sorinas Nerín, José Manuel Ferrández Vicente, Eduardo Fernández Jover

      • Resumen

      págs. 232-243

      

    • Multiple-instance Lasso regularization via embedded instance selection for emotion recognition

      J. Caicedo, David A. Cárdenas Peña, Diego Fabian Collazos Huertas, Jorge I. Padilla Buriticá, Germán Albeiro Castaño Duque, Germán Castellanos Domínguez

      • Resumen

      págs. 244-251

      

    • Emotion detection in aging adults through continuous monitoring of electro-dermal activity and heart-rate variability

      María Luz Fernández Aguilar, Arturo Martínez Rodrigo, Jose Valeriano Moncho Bogani, Antonio Fernández Caballero, José Miguel Latorre Postigo

      • Resumen

      págs. 252-261

      

    • Game-based human-robot interaction promotes self-disclosure in people with visual impairments and intellectual disabilities

      Jelle janssens, Emilia Barakova, Tino Lourens, Evelien Van Laere, Paula Sterkenburg

      • Resumen

      págs. 262-272

      

  • Neuroethology

    • A short review of some aspects of computational neuroethology

      Manuel Graña Romay, Javier de Lope Asiaín

      • Resumen

      págs. 275-283

      

    • Deep learning prediction of gait based on inertial measurements

      Pedro Romero, Javier de Lope Asiaín, Manuel Graña Romay

      • Resumen

      págs. 284-290

      

    • Recognizing cognitive activities through eye tracking

      Sara Moraleda, Javier de Lope Asiaín, Manuel Graña Romay

      • Resumen

      págs. 291-300

      

    • An approach to teach NAO dialogue skills

      Manuel Graña Romay, Alexander Triguero

      • Resumen

      págs. 301-308

      

    • Boosting object detection in cyberphysical systems

      José Miguel Buenaposada Biencinto, Luis Baumela Molina

      • Resumen

      págs. 309-318

      

    • Fusion of inertial motion sensors and electroencephalogram for activity detection

      Ibai Baglietto Araquistain, Javier Garmendia, Manuel Graña Romay, Javier de Lope Asiaín

      • Resumen

      págs. 319-326

      

    • BIOTHINGS: A pipeline creation tool for PAR-CLIP sequence analysis

      Oier Echaniz, Manuel Graña Romay

      • Resumen

      págs. 327-336

      

  • Machine Learning in Neuroscience

    • Automating autoencoder architecture configuration: An evolutionary approach

      Francisco Charte, Antonio Rivera Peña, Francisco Martínez, María de Jesús Ruiz Recéndiz

      • Resumen

      págs. 339-349

      

    • Periodogram connectivity of EEG signals for the detection of dyslexia

      F. J. Martínez Murcia, A. Ortiz Barragan, Rafael Morales Ortega, J. P. Lopez, J. Luque, D. Castillo, F. Segovia, J.J. Ortega López

      • Resumen

      págs. 350-359

      

    • Isosurface modelling of DatSCAN images for Parkinson disease diagnosis

      M. Martínez Ibáñez, A. Ortiz Barragan, J. Munilla, Diego Salas González, Juan Manuel Górriz Sáez, J. J. Ramírez Palanca

      • Resumen

      págs. 360-368

      

    • An anomaly detection approach for dyslexia diagnosis using EEG signals

      A. Ortiz Barragan, P. J. Lopez, Juan Luis Luque Vilaseca, Francisco Jesús Martínez Murcia, Diego Aquino Brítez, J.J. Ortega López

      • Resumen

      págs. 369-378

      

    • Comparison between affine and non-affine transformations applied to I[123]-FP-CIT SPECT images used for Parkinson’s disease diagnosis

      Diego Castillo Barnes, Francisco Jesús Martínez Murcia, Fermín Segovia Román, Ignacio Illán Gala, Diego Salas González, Juan Gorriz Magaña, Javier Ramírez Pérez de Inestrosa

      • Resumen

      págs. 379-388

      

    • Deep learning on brain images in autism: What do large samples reveal of its complexity?

      Matthew Fleming, John Suckling

      • Resumen

      págs. 389-402

      

    • Multivariate pattern analysis of electroencephalography data in a demand-selection task

      David López García, Alberto Sobrado, José Miguel González Peñalver, Juan Manuel Górriz Sáez, María Ruz

      • Resumen

      págs. 403-411

      

    • Support vector machine failure in imbalanced datasets

      I. Illán, J. Górriz, J. J. Ramírez Palanca, D. Castillo

      • Resumen

      págs. 412-419

      

    • Machine learning methods for environmental-enrichment-related variations in behavioral responses of laboratory rats

      Miren Karmele Lopez de Ipiña Peña, Hodei Cepeda, Catalina Requejo Rodríguez, Elsa Fernández Le Mouël, Pilar María Calvo Salomon, José Vicente Lafuente Sánchez

      • Resumen

      págs. 420-427