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ORCIDIWINAC 2017: Corunna, Spain
- José Manuel Ferrández de Vicente, José Ramón Álvarez Sánchez, Félix de la Paz López
, F. Javier Toledo-Moreo, Hojjat Adeli:
Biomedical Applications Based on Natural and Artificial Computing - International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Corunna, Spain, June 19-23, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10338, Springer 2017, ISBN 978-3-319-59772-0
Biomedical Applications
- Joaquim de Moura, Jorge Novo, José Rouco, Manuel G. Penedo, Marcos Ortega:
Automatic Detection of Blood Vessels in Retinal OCT Images. 3-10 - Arkaitz Artetxe, Manuel Graña, Andoni Beristain, Sebastián A. Ríos:
Emergency Department Readmission Risk Prediction: A Case Study in Chile. 11-20 - Pedro Gómez Vilda, J. M. Ferrández-Vicente, Daniel Palacios-Alonso, Andrés Gómez-Rodellar, María Victoria Rodellar Biarge, Jirí Mekyska, Zdenek Smékal, Irena Rektorová, Ilona Eliasova, Milena Kostalova:
Vowel Articulation Distortion in Parkinson's Disease. 21-31 - Juan Fombellida, Francisco Javier Ropero Peláez, Diego Andina:
Koniocortex-Like Network Unsupervised Learning Surpasses Supervised Results on WBCD Breast Cancer Database. 32-41 - Oier Echaniz, Manuel Graña:
Ongoing Work on Deep Learning for Lung Cancer Prediction. 42-48 - Susana Arias Tapia, Rafael Martínez-Tomás, Magaly Margarita Narvaez-Rios, Héctor F. Gómez A., Cristina Páez Quinde, Verónica E. Chicaiza R., Judith Nuñez Ramirez:
Identification of the Semantic Disconnection in Alzheimer's Patients Conducted by Bayesian Algorithms. 49-58
Mobile Brain Computer Interaction
- Irma Nayeli Angulo-Sherman, Marisol Rodriguez-Ugarte, Eduardo Iáñez, José Maria Azorín:
Classification of Gait Motor Imagery While Standing Based on Electroencephalographic Bandpower. 61-67 - Jesus Minguillon, Miguel Angel Lopez-Gordo, Christian A. Morillas, Francisco J. Pelayo:
A Mobile Brain-Computer Interface for Clinical Applications: From the Lab to the Ubiquity. 68-76 - Jorge Ivan Padilla-Buriticá, Juan David Martínez-Vargas, A. Suárez-Ruiz, José Manuel Ferrández, Germán Castellanos-Domínguez:
Spatial Resolution of EEG Source Reconstruction in Assessing Brain Connectivity Analysis. 77-86 - Miguel Angel Lopez-Gordo, Jesus Minguillon, Juan Francisco Valenzuela-Valdés, Pablo Padilla, José Luis Padilla, Francisco J. Pelayo:
Securing Passwords Beyond Human Capabilities with a Wearable Neuro-Device. 87-95 - Juan A. Barios, Santiago Ezquerro, Arturo Bertomeu-Motos, Eduardo Fernández, Marius Nann, Surjo R. Soekadar, Nicolás García Aracil:
Delta-Theta Intertrial Phase Coherence Increases During Task Switching in a BCI Paradigm. 96-108 - Raúl Chapero, Eduardo Iáñez, Marisol Rodriguez-Ugarte, Mario Ortiz, José Maria Azorín:
Using EEG Signals to Detect Different Surfaces While Walking. 109-114
Human Robot Interaction
- Julián Estévez, Manuel Graña:
Improved Control of DLO Transportation by a Team of Quadrotors. 117-126 - Darío Maravall, Javier de Lope, Juan Pablo Fuentes Brea:
Robust Joint Visual Attention for HRI Using a Laser Pointer for Perspective Alignment and Deictic Referring. 127-136 - Leire Ozaeta, Manuel Graña:
Agent-Based Spatial Dynamics Explaining Sustained Opinion Survival. 137-146 - Antonio Cerrato, Michela Ponticorvo:
Enhancing Neuropsychological Testing with Gamification and Tangible Interfaces: The Baking Tray Task. 147-156 - César Quinayás, Andrés Ruiz, Leonardo Torres, Carlos Gaviria:
Hierarchical-Architecture Oriented to Multi-task Planning for Prosthetic Hands Controlling. 157-166 - Mario Almagro-Cádiz, Víctor Fresno, Félix de la Paz López:
Smart Gesture Selection with Word Embeddings Applied to NAO Robot. 167-179
Deep Learning
- Javier Pérez, Aleks C. Attanasio, Nataliya Nechyporenko, Pedro J. Sanz:
A Deep Learning Approach for Underwater Image Enhancement. 183-192 - Victoria Ruíz, Maria T. Gonzalez de Lena, Jorge Sueiras, Ángel Sánchez, José Francisco Vélez:
A Deep Learning Approach to Handwritten Number Recognition. 193-202 - José F. Torres, Antonio M. Fernández, Alicia Troncoso Lora, Francisco Martínez-Álvarez:
Deep Learning-Based Approach for Time Series Forecasting with Application to Electricity Load. 203-212 - Francisco J. Rodríguez Lera, Francisco Martín Rico, Vicente Matellán:
Deep Learning and Bayesian Networks for Labelling User Activity Context Through Acoustic Signals. 213-222 - Francisco Javier Vera-Olmos, Norberto Malpica:
Deconvolutional Neural Network for Pupil Detection in Real-World Environments. 223-231 - Esteban Pardo, Norberto Malpica:
Air Quality Forecasting in Madrid Using Long Short-Term Memory Networks. 232-239 - Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal:
Values Deletion to Improve Deep Imputation Processes. 240-246
Machine Learning Applied to Big Data Analysis
- Jaime Salvador, Zoila Ruiz, José García Rodríguez:
Big Data Infrastructure: A Survey. 249-258 - Zoila Ruiz, Jaime Salvador, José García Rodríguez:
A Survey of Machine Learning Methods for Big Data. 259-267 - Miguel A. Molina-Cabello, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Karl Thurnhofer-Hemsi:
Vehicle Type Detection by Convolutional Neural Networks. 268-278 - Jesús Benito-Picazo, Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, Enrique Domínguez, Esteban J. Palomo:
Motion Detection by Microcontroller for Panning Cameras. 279-288 - P. D. Rosero-Montalvo, D. F. Peña-Unigarro, Diego Hernán Peluffo-Ordóñez, Juan A. Castro-Silva, Ana Cristina Umaquinga-Criollo, E. A. Rosero-Rosero:
Data Visualization Using Interactive Dimensionality Reduction and Improved Color-Based Interaction Model. 289-298 - Héctor E. Delgado, Luis M. Sarro:
Bayesian Unbiasing of the Gaia Space Mission Time Series Database. 299-311
Computational Intelligence in Data Coding and Transmission
- Josmary Labrador, Paula Maria Castro, Adriana Dapena, Francisco J. Vázquez-Araújo:
Adapting Side Information to Transmission Conditions in Precoding Systems. 315-324 - Daniel Malafaia, José M. N. Vieira, Ana Maria Tomé:
Energy Based Clustering Method to Estimate Channel Occupation of LTE in Unlicensed Spectrum. 325-332 - Blanca Maria Priego Torres, Richard J. Duro, Jocelyn Chanussot:
Cellular Automata-Based Image Sequence Denoising Algorithm for Signal Dependent Noise. 333-342
Applications
- Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro, Germán Rodríguez, Adrián Nieto:
Robust Step Detection in Mobile Phones Through a Learning Process Carried Out in the Mobile. 345-354 - J. David Nuñez-Gonzalez, Manuel Graña:
Predicting Trust in Wikipedia's Vote Network Using Social Networks measures. 355-363 - José L. Sánchez, Raúl Viana, María T. López, Antonio Fernández-Caballero:
Acceleration of Moving Object Detection in Bio-Inspired Computer Vision. 364-373 - Juan Fombellida, Martin J. Alarcon, Santiago Torres-Alegre, Diego Andina:
Supervised Metaplasticity for Big Data: Application to Pollutant Concentrations Forecast. 374-383 - José Manuel López-Guede, Asier Garmendia, Manuel Graña, Sebastián A. Ríos, Julián Estévez:
Towards Hospitalization After Readmission Risk Prediction Using ELMs. 384-393 - Bakhtiyor Bahritidinov, Eduardo Sánchez:
Probabilistic Classifiers and Statistical Dependency: The Case for Grade Prediction. 394-403 - M. Angélica Pinninghoff Junemann, Angel Castillo C., Pedro Salcedo Lagos, Ricardo Contreras Arriagada:
OntoLexmath: An Ontology for Dealing with Mathematical Lexicon. 404-412 - O. Calvo, José M. Molina López, Miguel A. Patricio, Antonio Berlanga:
A Propose Architecture for Situated Multi-agent Systems and Virtual Simulated Environments Applied to Educational Immersive Experiences. 413-423 - J. C. Jiménez-Monsalve, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Pedro Gómez Vilda:
Phonation and Articulation Analyses in Laryngeal Pathologies, Cleft Lip and Palate, and Parkinson's Disease. 424-434 - Víctor Vives-Boix, Daniel Ruiz Fernández, Alberto de Ramón-Fernández, Diego Marcos-Jorquera, Virgilio Gilart-Iglesias:
A Knowledge-Based Clinical Decision Support System for Monitoring Chronic Patients. 435-443 - Antonio González-López, Juan Morales-Sánchez:
Using the Power Spectra of Images and Noise for Portal Imaging Systems Characterization. 444-452 - Antonio González-López, Juan Morales-Sánchez:
Calculating the Power Spectrum of Digital X-ray Images in the Wavelet Domain. 453-462 - Ángel Martín del Rey:
Chaotic Encryption of 3D Objects. 463-472 - Alberto de Ramón-Fernández, Daniel Ruiz Fernández, Javier Ramírez-Navarro, Diego Marcos-Jorquera, Virgilio Gilart-Iglesias, Antonio Soriano Payá:
Architecture of a Monitoring System for Hipertensive Patients. 473-480 - Fulgencio S. Buendía Buendía, Gabriel Buendia Moya, Diego Andina:
Combining Multiscale Filtering and Neural Networks for Local Rainfall Forecast. 481-490 - Juan P. Velasquez, Hernán F. García, Jorge I. Marin-Hurtado:
Dynamic Sign Language Recognition Using Gaussian Process Dynamical Models. 491-500 - Juan D. Pulgarin-Giraldo, A. A. Ruales-Torres, Andrés Marino Álvarez-Meza, Germán Castellanos-Domínguez:
Relevant Kinematic Feature Selection to Support Human Action Recognition in MoCap Data. 501-509 - Ameed Almomani, Paula Saavedra, Eduardo Sánchez Vila:
Ensembles of Decision Trees for Recommending Touristic Items. 510-519 - Pedro Gómez Vilda, Daniel Palacios-Alonso, Andrés Gómez-Rodellar, José Manuel Ferrández de Vicente, Agustín Álvarez Marquina, Rafael Martínez-Olalla, Victor Nieto Lluis:
Relating Facial Myoelectric Activity to Speech Formants. 520-530 - Antonio J. Tallón-Ballesteros, José C. Riquelme:
Low Dimensionality or Same Subsets as a Result of Feature Selection: An In-Depth Roadmap. 531-539 - José Manuel Cuadra Troncoso, M. A. Muñoz-Bañón, Félix de la Paz López, José Ramón Álvarez Sánchez:
Segmentation of Circular Contours from Laser Beams Measurements. 540-550 - Sung-Bae Cho, Antonio J. Tallón-Ballesteros:
Visual Tools to Lecture Data Analytics and Engineering. 551-558
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