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IWINAC 2019: Almería, Spain
- José Manuel Ferrández de Vicente, José Ramón Álvarez Sánchez, Félix de la Paz López
, F. Javier Toledo-Moreo, Hojjat Adeli:
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. Lecture Notes in Computer Science 11487, Springer 2019, ISBN 978-3-030-19650-9
Models
- Guido Sciavicco
Towards a General Method for Logical Rule Extraction from Time Series. 3-12 - Javier Mediavilla-Relaño, Aitor Gutiérrez-López, Marcelino Lázaro
A Principled Two-Step Method for Example-Dependent Cost Binary Classification. 13-22 - Felipe Fernández, Ángel Sánchez, José Francisco Vélez, Ana Belén Moreno
Symbiotic Autonomous Systems with Consciousness Using Digital Twins. 23-32 - David Díaz-Vico
Deep Support Vector Classification and Regression. 33-43 - Sergio Miguel Tomé
An Experimental Study on the Relationships Among Neural Codes and the Computational Properties of Neural Networks. 44-57 - Ameed Almomani, Eduardo Sánchez:
Uninformed Methods to Build Optimal Choice-Based Ensembles. 58-65
Robotics
- Samantha Orlando, Félix de la Paz López
Design and Implementation of a Robotics Learning Environment to Teach Physics in Secondary Schools. 69-76 - Majd Kassawat, Enric Cervera, Angel Pasqual del Pobil
Multi-robot User Interface for Cooperative Transportation Tasks. 77-81 - David Obregón, Raúl Arnau, María Campo-Cossio, Juan G. Arroyo-Parras, Michael Pattinson, Smita Tiwari, Iker Lluvia
Precise Positioning and Heading for Autonomous Scouting Robots in a Harsh Environment. 82-96
Applications
- Luis Roda-Sanchez
Gesture Control Wearables for Human-Machine Interaction in Industry 4.0. 99-108 - Pedro Salcedo Lagos
Computing the Missing Lexicon in Students Using Bayesian Networks. 109-116 - Julián Estévez
Control of Transitory Take-Off Regime in the Transportation of a Pendulum by a Quadrotor. 117-126 - Jesús Fernández-Conde
Improving Scheduling Performance of a Real-Time System by Incorporation of an Artificial Intelligence Planner. 127-136 - Belén Vega-Márquez
Convolutional Neural Networks for Olive Oil Classification. 137-145 - M. Martell, María Castilla
An Indoor Illuminance Prediction Model Based on Neural Networks for Visual Comfort and Energy Efficiency Optimization Purposes. 146-156 - Jonatan Gines Clavero, Francisco J. Rodríguez, Francisco Martín Rico
Using Probabilistic Context Awareness in a Deliberative Planner System. 157-166 - Miquel Sànchez-Marrè, Karina Gibert, Beatriz Sevilla Villanueva:
Combining Data-Driven and Domain Knowledge Components in an Intelligent Assistant to Build Personalized Menus. 167-179 - Fernando E. Casado
Robust Heading Estimation in Mobile Phones. 180-190
Bioinspired Systems
- Daniel Varela
Crowding Differential Evolution for Protein Structure Prediction. 193-203 - M. Angélica Pinninghoff Junemann, José Orellana M., Ricardo Contreras Arriagada:
Bacterial Resistance Algorithm. An Application to CVRP. 204-211 - Juvenal Machin
Conceptual Description of Nature-Inspired Cognitive Cities: Properties and Challenges. 212-222 - Francisco Javier Gil Gala
Genetic Algorithm to Evolve Ensembles of Rules for On-Line Scheduling on Single Machine with Variable Capacity. 223-233 - Paul D. Rosero-Montalvo
Multivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial Vision. 234-243 - Óscar Carrasco, Broderick Crawford, Ricardo Soto, José Lemus-Romani
Optimization of Bridges Reinforcements with Tied-Arch Using Moth Search Algorithm. 244-253 - Raúl Mencía
Repairing Infeasibility in Scheduling via Genetic Algorithms. 254-263 - Santiago Torres-Alegre, Yasmine Benchaib, José Manuel Ferrández de Vicente
Application of Koniocortex-Like Networks to Cardiac Arrhythmias Classification. 264-273
Machine Learning for Big Data and Visualization
- Safa Hamreras, Rafaela Benítez-Rochel, Bachir Boucheham, Miguel A. Molina-Cabello, Ezequiel López-Rubio:
Content Based Image Retrieval by Convolutional Neural Networks. 277-286 - Karl Thurnhofer-Hemsi
Deep Learning Networks with p-norm Loss Layers for Spatial Resolution Enhancement of 3D Medical Images. 287-296 - Zoila Ruiz-Chavez, Jaime Salvador-Meneses
Analysis of Dogs's Abandonment Problem Using Georeferenced Multi-agent Systems. 297-306 - Jorge García-González
Background Modeling by Shifted Tilings of Stacked Denoising Autoencoders. 307-316 - Jesús Benito-Picazo
Deep Learning-Based Security System Powered by Low Cost Hardware and Panoramic Cameras. 317-326
Biomedical Applications
- Gerardo Gálvez-García
Neuroacoustical Stimulation of Parkinson's Disease Patients: A Case Study. 329-339 - Andrés Gómez-Rodellar
Evaluating Instability on Phonation in Parkinson's Disease and Aging Speech. 340-351 - Carolina Fernández Biscay, Pedro David Arini, Anderson Iván Rincón Soler, María Paula Bonomini
Differentiation Between Ischemic and Heart Rate Related Events Using the Continuous Wavelet Transform. 352-360 - Rafael Verdú Monedero, Juan Morales-Sánchez
Automatic Measurement of ISNT and CDR on Retinal Images by Means of a Fast and Efficient Method Based on Mathematical Morphology and Active Contours. 361-370 - Santiago Ezquerro, Juan A. Barios
Bihemispheric Beta Desynchronization During an Upper-Limb Motor Task in Chronic Stroke Survivors. 371-379 - Cristina Vicente-Chicote
Modeling and Estimation of Non-functional Properties: Leveraging the Power of QoS Metrics. 380-388 - María-Elena Fernández-García
Machine-Health Application Based on Machine Learning Techniques for Prediction of Valve Wear in a Manufacturing Plant. 389-398
Deep Learning
- Francisco Martín Rico
Artificial Semantic Memory with Autonomous Learning Applied to Social Robots. 401-411 - David Charte, Francisco Charte, María José del Jesus, Francisco Herrera:
A Showcase of the Use of Autoencoders in Feature Learning Applications. 412-421 - Victoria Ruíz, Ángel Sánchez, José Francisco Vélez, Bogdan Raducanu:
Automatic Image-Based Waste Classification. 422-431 - Guido Bologna
Propositional Rules Generated at the Top Layers of a CNN. 432-440 - Víctor Manuel Vargas
Deep Ordinal Classification Based on the Proportional Odds Model. 441-451 - Pablo Duque
Data Preprocessing for Automatic WMH Segmentation with FCNNs. 452-460 - Luis-Eduardo Imbernón Cuadrado
FER in Primary School Children for Affective Robot Tutors. 461-471
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