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.
Erscheinungsdatum: 10.05.2019

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nexusstc/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/e517498220ce158cad458a5a7e507cf4.pdf

scihub/10.1007/978-3-030-19591-5.pdf

zlib/no-category/José Manuel Ferrández Vicente, José Ramón Álvarez-Sánchez, Félix de la Paz López, 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_5244072.pdf

International work-conference on the interplay between natural and artificial computation : 8th International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3-7, 2019 : proceedings Part 1, Understanding the brain function and emotions

Understanding the Brain Function and Emotions: 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC ... I (Lecture Notes in Computer Science, 11486)

International Work-Conference on the Interplay Between Natural and Artificial Computation

Springer Nature Switzerland AG

Lecture notes in computer science, 11486, 1st ed. 2019, Cham, Switzerland, 2020

Lecture notes in computer science, 11486, Cham, Switzerland, 2019

Springer Nature, Cham, 2019

Switzerland, Switzerland

1st ed. 2019, 2019

May 10, 2019

2, 20190509

sm75616682

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Source title: Understanding the Brain Function and Emotions: 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC ... I (Lecture Notes in Computer Science (11486))

Front Matter ....Pages i-xxiii
Front Matter ....Pages 1-1
The Effect of tDCS on EEG-Based Functional Connectivity in Gait Motor Imagery (J. A. Gaxiola-Tirado, M. Rodríguez-Ugarte, E. Iáñez, M. Ortiz, D. Gutiérrez, J. M. Azorín)....Pages 3-10
Distinguishing Aging Clusters and Mobile Devices by Hand-Wrist Articulation: A Case of Study (Daniel Palacios-Alonso, Carlos Lázaro-Carrascosa, Raquel Mas-García, José Manuel Ferrández Vicente, Andrés Gómez-Rodellar, Pedro Gómez-Vilda)....Pages 11-21
Hardware and Software for Integrating Brain–Computer Interface with Internet of Things (Francisco Laport, Francisco J. Vazquez-Araujo, Paula M. Castro, Adriana Dapena)....Pages 22-31
How to Improve Spatial and Numerical Cognition with a Game-Based and Technology-Enhanced Learning Approach (Michela Ponticorvo, Massimiliano Schembri, Orazio Miglino)....Pages 32-41
Ontologies for Early Detection of the Alzheimer Disease and Other Neurodegenerative Diseases (Alba Gomez-Valadés, Rafael Martínez-Tomás, Mariano Rincón-Zamorano)....Pages 42-50
Gaming the Attention with a SSVEP-Based Brain-Computer Interface (M. A. Lopez-Gordo, Eduardo Perez, Jesus Minguillon)....Pages 51-59
Analysis of the Consumption of Household Appliances for the Detection of Anomalies in the Behaviour of Older People (Miguel A. Patricio, Daniel González, José M. Molina, Antonio Berlanga)....Pages 60-68
Autonomic Modulation During a Cognitive Task Using a Wearable Device (Maria Paula Bonomini, Mikel Val-Calvo, Alejandro Díaz-Morcillo, José Manuel Ferrández Vicente, Eduardo Fernández-Jover)....Pages 69-77
The Assessment of Visuospatial Abilities with Tangible Interfaces and Machine Learning (Antonio Cerrato, Michela Ponticorvo, Onofrio Gigliotta, Paolo Bartolomeo, Orazio Miglino)....Pages 78-87
Midpoint: A Tool to Build Artificial Models of Numerical Cognition (Onofrio Gigliotta, Michela Ponticorvo, Fabrizio Doricchi, Orazio Miglino)....Pages 88-96
Cognitive AI Systems Contribute to Improving Creativity Modeling and Measuring Tools (Faheem Hassan Zunjani, Ana-Maria Olteţeanu)....Pages 97-107
Neurolight Alpha: Interfacing Computational Neural Models for Stimulus Modulation in Cortical Visual Neuroprostheses (Antonio Lozano, Juan Sebastián Suárez, Cristina Soto-Sánchez, Javier Garrigós, Jose-Javier Martínez, José Manuel Ferrández Vicente et al.)....Pages 108-119
Bootstrapping Autonomous Skill Learning in the MDB Cognitive Architecture (Alejandro Romero, Francisco Bellas, Jose A. Becerra, Richard J. Duro)....Pages 120-129
HAPAN: Support Tool for Practicing Regional Anesthesia in Peripheral Nerves (J. A. Hernández-Muriel, J. C. Mejía-Hernández, J. D. Echeverry-Correa, A. A. Orozco, D. Cárdenas-Peña)....Pages 130-137
Group Differences in Time-Frequency Relevant Patterns for User-Independent BCI Applications (L. F. Velasquez-Martinez, F. Y. Zapata-Castaño, J. I. Padilla-Buritica, José Manuel Ferrández Vicente, G. Castellanos-Dominguez)....Pages 138-145
Front Matter ....Pages 147-147
Assessing an Application of Spontaneous Stressed Speech - Emotions Portal (Daniel Palacios-Alonso, Carlos Lázaro-Carrascosa, Agustín López-Arribas, Guillermo Meléndez-Morales, Andrés Gómez-Rodellar, Andrés Loro-Álavez et al.)....Pages 149-160
Empowering UX of Elderly People with Parkinson’s Disease via BCI Touch (Pedro Gómez-López, Francisco Montero, María T. López)....Pages 161-170
Real-Time Emotional Recognition for Sociable Robotics Based on Deep Neural Networks Ensemble (Nadir Kamel Benamara, Mikel Val-Calvo, José Ramón Álvarez-Sánchez, Alejandro Díaz-Morcillo, José Manuel Ferrández Vicente, Eduardo Fernández-Jover et al.)....Pages 171-180
Advanced Trajectory Generator for Two Carts with RGB-D Sensor on Circular Rail (Ramón Panduro, Eva Segura, Lidia M. Belmonte, Paulo Novais, Jesús Benet, Antonio Fernández-Caballero et al.)....Pages 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, José Ramón Álvarez-Sánchez, Alejandro Díaz-Morcillo, José Manuel Ferrández Vicente, Eduardo Fernández-Jover)....Pages 191-201
Stress Identification from Electrodermal Activity by Support Vector Machines (Roberto Sánchez-Reolid, Arturo Martínez-Rodrigo, Antonio Fernández-Caballero)....Pages 202-211
Trajectory Planning of a Quadrotor to Monitor Dependent People (Lidia M. Belmonte, Rafael Morales, Arturo S. García, Eva Segura, Paulo Novais, Antonio Fernández-Caballero)....Pages 212-221
Development and Validation of Basic Virtual Human Facial Emotion Expressions (Miguel Á. Vicente-Querol, Arturo S. García, Patricia Fernández-Sotos, Roberto Rodriguez-Jimenez, Antonio Fernández-Caballero)....Pages 222-231
Brushstrokes of the Emotional Brain: Cortical Asymmetries for Valence Dimension (Jennifer Sorinas, José Manuel Ferrández Vicente, Eduardo Fernández-Jover)....Pages 232-243
Multiple-Instance Lasso Regularization via Embedded Instance Selection for Emotion Recognition (J. Caicedo-Acosta, D. Cárdenas-Peña, D. Collazos-Huertas, J. I. Padilla-Buritica, G. Castaño-Duque, G. Castellanos-Dominguez)....Pages 244-251
Emotion Detection in Aging Adults Through Continuous Monitoring of Electro-Dermal Activity and Heart-Rate Variability (Luz Fernández-Aguilar, Arturo Martínez-Rodrigo, José Moncho-Bogani, Antonio Fernández-Caballero, José Miguel Latorre)....Pages 252-261
Game-Based Human-Robot Interaction Promotes Self-disclosure in People with Visual Impairments and Intellectual Disabilities (Jelle-Jan De Groot, Emilia Barakova, Tino Lourens, Evelien van Wingerden, Paula Sterkenburg)....Pages 262-272
Front Matter ....Pages 273-273
A Short Review of Some Aspects of Computational Neuroethology (Manuel Graña, Javier de Lope Asiain)....Pages 275-283
Deep Learning Prediction of Gait Based on Inertial Measurements (Pedro Romero-Hernandez, Javier de Lope Asiain, Manuel Graña)....Pages 284-290
Recognizing Cognitive Activities Through Eye Tracking (Sara Moraleda, Javier de Lope Asiain, Manuel Graña)....Pages 291-300
An Approach to Teach Nao Dialogue Skills (Manuel Graña, Alexander Triguero)....Pages 301-308
Boosting Object Detection in Cyberphysical Systems (José M. Buenaposada, Luis Baumela)....Pages 309-318
Fusion of Inertial Motion Sensors and Electroencephalogram for Activity Detection (Ibai Baglietto Araquistain, Xabier Garmendia, Manuel Graña, Javier de Lope Asiain)....Pages 319-326
BIOTHINGS: A Pipeline Creation Tool for PAR-CLIP Sequence Analsys (Oier Echaniz, Manuel Graña)....Pages 327-336
Front Matter ....Pages 337-337
Automating Autoencoder Architecture Configuration: An Evolutionary Approach (Francisco Charte, Antonio J. Rivera, Francisco Martínez, María J. del Jesus)....Pages 339-349
Periodogram Connectivity of EEG Signals for the Detection of Dyslexia (F. J. Martinez-Murcia, A. Ortiz, R. Morales-Ortega, P. J. López, J. L. Luque, D. Castillo-Barnes et al.)....Pages 350-359
Isosurface Modelling of DatSCAN Images for Parkinson Disease Diagnosis (M. Martínez-Ibañez, A. Ortiz, J. Munilla, Diego Salas-Gonzalez, J. M. Górriz, J. Ramírez)....Pages 360-368
An Anomaly Detection Approach for Dyslexia Diagnosis Using EEG Signals (A. Ortiz, P. J. López, J. L. Luque, F. J. Martínez-Murcia, D. A. Aquino-Britez, J. Ortega)....Pages 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 J. Martinez-Murcia, Fermin Segovia, Ignacio A. Illán, Diego Salas-Gonzalez, Juan M. Górriz et al.)....Pages 379-388
Deep Learning on Brain Images in Autism: What Do Large Samples Reveal of Its Complexity? (Matthew Leming, John Suckling)....Pages 389-402
Multivariate Pattern Analysis of Electroencephalography Data in a Demand-Selection Task (David López-García, Alberto Sobrado, J. M. González-Peñalver, Juan Manuel Górriz, María Ruz)....Pages 403-411
Support Vector Machine Failure in Imbalanced Datasets (I. A. Illan, J. M. Gorriz, J. Ramirez, F. J. Martinez-Murcia, D. Castillo-Barnes, F. Segovia et al.)....Pages 412-419
Machine Learning Methods for Environmental-Enrichment-Related Variations in Behavioral Responses of Laboratory Rats (Karmele López-de-Ipiña, Hodei Cepeda, Catalina Requejo, Elsa Fernandez, Pilar Maria Calvo, Jose Vicente Lafuente)....Pages 420-427
Back Matter ....Pages 429-432

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. -- Provided by publisher

2019-05-10