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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:
Understanding the Brain Function and Emotions - 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3-7, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11486, Springer 2019, ISBN 978-3-030-19590-8
Neuroscience Applications
- Jorge Antonio Gaxiola-Tirado, Marisol Rodríguez-Ugarte, Eduardo Iáñez, Mario Ortíz, David Gutiérrez, José María Azorín:
The Effect of tDCS on EEG-Based Functional Connectivity in Gait Motor Imagery. 3-10 - Daniel Palacios-Alonso, J. Carlos Lázaro-Carrascosa, Raquel Mas-García, José Manuel Ferrández de Vicente, Andrés Gómez-Rodellar, Pedro Gómez-Vilda:
Distinguishing Aging Clusters and Mobile Devices by Hand-Wrist Articulation: A Case of Study. 11-21 - Francisco Laport, Francisco J. Vázquez-Araújo, Paula Maria Castro, Adriana Dapena:
Hardware and Software for Integrating Brain-Computer Interface with Internet of Things. 22-31 - Michela Ponticorvo, Massimiliano Schembri, Orazio Miglino:
How to Improve Spatial and Numerical Cognition with a Game-Based and Technology-Enhanced Learning Approach. 32-41 - Alba Gomez-Valadés, Rafael Martínez-Tomás, Mariano Rincón-Zamorano:
Ontologies for Early Detection of the Alzheimer Disease and Other Neurodegenerative Diseases. 42-50 - M. A. Lopez-Gordo, Eduardo Perez, Jesus Minguillon:
Gaming the Attention with a SSVEP-Based Brain-Computer Interface. 51-59 - Miguel A. Patricio, Daniel González, José M. Molina, Antonio Berlanga:
Analysis of the Consumption of Household Appliances for the Detection of Anomalies in the Behaviour of Older People. 60-68 - María Paula Bonomini, Mikel Val-Calvo, Alejandro Díaz-Morcillo, José Manuel Ferrández de Vicente, Eduardo Fernández-Jover:
Autonomic Modulation During a Cognitive Task Using a Wearable Device. 69-77 - Antonio Cerrato, Michela Ponticorvo, Onofrio Gigliotta, Paolo Bartolomeo, Orazio Miglino:
The Assessment of Visuospatial Abilities with Tangible Interfaces and Machine Learning. 78-87 - Onofrio Gigliotta, Michela Ponticorvo, Fabrizio Doricchi, Orazio Miglino:
Midpoint: A Tool to Build Artificial Models of Numerical Cognition. 88-96 - Faheem Hassan Zunjani, Ana-Maria Olteteanu:
Cognitive AI Systems Contribute to Improving Creativity Modeling and Measuring Tools. 97-107 - Antonio Lozano, Juan Sebastián Suárez, Cristina Soto-Sánchez, F. Javier Garrigós, José Javier Martínez, José Manuel Ferrández de Vicente, Eduardo Fernández-Jover:
Neurolight Alpha: Interfacing Computational Neural Models for Stimulus Modulation in Cortical Visual Neuroprostheses. 108-119 - Alejandro Romero, Francisco Bellas, José Antonio Becerra, Richard J. Duro:
Bootstrapping Autonomous Skill Learning in the MDB Cognitive Architecture. 120-129 - J. A. Hernández-Muriel, J. C. Mejía-Hernández, Julián D. Echeverry-Correa, Álvaro Á. Orozco, David Cárdenas-Peña:
HAPAN: Support Tool for Practicing Regional Anesthesia in Peripheral Nerves. 130-137 - Luisa Fernanda Velásquez-Martínez, Frank Yesid Zapata-Castaño, Jorge I. Padilla-Buritica, José Manuel Ferrández de Vicente, Germán Castellanos-Domínguez:
Group Differences in Time-Frequency Relevant Patterns for User-Independent BCI Applications. 138-145
Affective Computing
- Daniel Palacios-Alonso, J. Carlos Lázaro-Carrascosa, Agustín López-Arribas, Guillermo Meléndez-Morales, Andrés Gómez-Rodellar, Andrés Loro-Álavez, Victor Nieto Lluis, María Victoria Rodellar Biarge, Athanasios Tsanas, Pedro Gómez-Vilda:
Assessing an Application of Spontaneous Stressed Speech - Emotions Portal. 149-160 - Pedro Gómez-López, Francisco Montero Simarro, María T. López:
Empowering UX of Elderly People with Parkinson's Disease via BCI Touch. 161-170 - Nadir Kamel Benamara, Mikel Val-Calvo, José Ramón Álvarez Sánchez, Alejandro Díaz-Morcillo, José Manuel Ferrández de Vicente, Eduardo Fernández-Jover, Tarik Boudghene Stambouli:
Real-Time Emotional Recognition for Sociable Robotics Based on Deep Neural Networks Ensemble. 171-180 - Ramón Panduro, Eva Segura, Lidia M. Belmonte, Paulo Novais, Jesús Benet, Antonio Fernández-Caballero, Rafael Morales:
Advanced Trajectory Generator for Two Carts with RGB-D Sensor on Circular Rail. 181-190 - Mikel Val-Calvo, José Ramón Álvarez Sánchez, Alejandro Díaz-Morcillo, José Manuel Ferrández de Vicente, Eduardo Fernández-Jover:
On the Use of Lateralization for Lightweight and Accurate Methodology for EEG Real Time Emotion Estimation Using Gaussian-Process Classifier. 191-201 - Roberto Sánchez-Reolid, Arturo Martínez-Rodrigo, Antonio Fernández-Caballero:
Stress Identification from Electrodermal Activity by Support Vector Machines. 202-211 - Lidia M. Belmonte, Rafael Morales, Arturo S. García, Eva Segura, Paulo Novais, Antonio Fernández-Caballero:
Trajectory Planning of a Quadrotor to Monitor Dependent People. 212-221 - Miguel Á. Vicente-Querol, Arturo S. García, Patricia Fernández-Sotos, Roberto Rodríguez-Jiménez, Antonio Fernández-Caballero:
Development and Validation of Basic Virtual Human Facial Emotion Expressions. 222-231 - Jennifer Sorinas, José Manuel Ferrández de Vicente, Eduardo Fernández-Jover:
Brushstrokes of the Emotional Brain: Cortical Asymmetries for Valence Dimension. 232-243 - Julian Caicedo-Acosta, David Cárdenas-Peña, Diego Fabian Collazos-Huertas, Jorge I. Padilla-Buritica, Germán Castaño Duque, Germán Castellanos-Domínguez:
Multiple-Instance Lasso Regularization via Embedded Instance Selection for Emotion Recognition. 244-251 - Luz Fernández-Aguilar, Arturo Martínez-Rodrigo, José Moncho-Bogani, Antonio Fernández-Caballero, José Miguel Latorre:
Emotion Detection in Aging Adults Through Continuous Monitoring of Electro-Dermal Activity and Heart-Rate Variability. 252-261 - Jelle-Jan De Groot, Emilia I. Barakova, Tino Lourens, Evelien van Wingerden, Paula Sophia Sterkenburg:
Game-Based Human-Robot Interaction Promotes Self-disclosure in People with Visual Impairments and Intellectual Disabilities. 262-272
Neuroethology
- Manuel Graña, Javier de Lope Asiaín:
A Short Review of Some Aspects of Computational Neuroethology. 275-283 - Pedro Romero-Hernandez, Javier de Lope Asiaín, Manuel Graña:
Deep Learning Prediction of Gait Based on Inertial Measurements. 284-290 - Sara Moraleda, Javier de Lope Asiaín, Manuel Graña:
Recognizing Cognitive Activities Through Eye Tracking. 291-300 - Manuel Graña, Alexander Triguero:
An Approach to Teach Nao Dialogue Skills. 301-308 - José Miguel Buenaposada, Luis Baumela:
Boosting Object Detection in Cyberphysical Systems. 309-318 - Ibai Baglietto Araquistain, Xabier Garmendia, Manuel Graña, Javier de Lope Asiaín:
Fusion of Inertial Motion Sensors and Electroencephalogram for Activity Detection. 319-326 - Oier Echaniz, Manuel Graña:
BIOTHINGS: A Pipeline Creation Tool for PAR-CLIP Sequence Analsys. 327-336
Machine Learning in Neuroscience
- Francisco Charte, Antonio J. Rivera, Francisco Martínez, María José del Jesus:
Automating Autoencoder Architecture Configuration: An Evolutionary Approach. 339-349 - Francisco Jesús Martínez-Murcia, Andrés Ortiz, Roberto Cesar Morales-Ortega, Pedro Javier Lopez-Abarejo, Juan Luis Luque, Diego Castillo-Barnes, Fermín Segovia, Ignacio A. Illán, Julio Ortega, Javier Ramírez, Juan Manuel Górriz:
Periodogram Connectivity of EEG Signals for the Detection of Dyslexia. 350-359 - Manuel Martínez-Ibañez, Andrés Ortiz, Jorge Munilla, Diego Salas-Gonzalez, J. M. Górriz, Javier Ramírez:
Isosurface Modelling of DatSCAN Images for Parkinson Disease Diagnosis. 360-368 - Andrés Ortiz, Pedro Javier Lopez-Abarejo, Juan Luis Luque, Francisco Jesús Martínez-Murcia, Diego A. Aquino Brítez, Julio Ortega:
An Anomaly Detection Approach for Dyslexia Diagnosis Using EEG Signals. 369-378 - Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Fermín Segovia, Ignacio A. Illán, Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez:
Comparison Between Affine and Non-affine Transformations Applied to I ^[123] [ 123 ] -FP-CIT SPECT Images Used for Parkinson's Disease Diagnosis. 379-388 - Matthew Leming, John Suckling:
Deep Learning on Brain Images in Autism: What Do Large Samples Reveal of Its Complexity? 389-402 - David López-García, Alberto Sobrado, J. M. González-Peñalver, Juan Manuel Górriz, María Ruz:
Multivariate Pattern Analysis of Electroencephalography Data in a Demand-Selection Task. 403-411 - Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, Fermín Segovia, Diego Salas-González:
Support Vector Machine Failure in Imbalanced Datasets. 412-419 - Karmele López de Ipiña, Hodei Cepeda, Catalina Requejo, Elsa Fernández, Pilar Maria Calvo, Jose Vicente Lafuente:
Machine Learning Methods for Environmental-Enrichment-Related Variations in Behavioral Responses of Laboratory Rats. 420-427
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