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/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/4970d2a01378760c0d8882a3296ef247.pdf

scihub/10.1007/978-3-030-19651-6.pdf

zlib/no-category/José Manuel Ferrández Vicente, José Ramón Álvarez-Sánchez, Félix de la Paz López, 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_5244083.pdf

From Bioinspired Systems and Biomedical Applications to Machine Learning : 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, AlmerÃƯa, Spain, June 3â#x80 ; #x93 ; 7, 2019, Proceedings, Part II

8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almeria, Spain, June 3-7, 2019 : proceedings Part 2 From bioinspired systems and biomedical applications to machine learning

From Bioinspired Systems and Biomedical Applications to Machine Learning: 8th International Work-Conference on the Interplay Between Natural and ... II (Lecture Notes in Computer Science, 11487)

José Manuel Ferrández Vicente; José RamÃ3n Ã#x81;lvarez-Sánchez; Félix De la Paz LÃ3pez; Javier Toledo Moreo; Hojjat Adeli

José Manuel Ferrández; José Ramón Alvarez-Sánchez; Félix de la Paz López; Javier Toledo Moreo; Hojjat Adeli

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

Springer Nature Switzerland AG

Theoretical Computer Science and General Issues, 1st ed. 2019, Cham, 2019

Lecture notes in computer science, 11487, Cham, Switzerland, 2019

Lecture Notes in Computer Science 11487, 1st ed., 2019

LNCS sublibrary, 11487, 1st ed. 2019, Cham, 2019

Springer Nature, Cham, 2019

Switzerland, Switzerland

May 10, 2019

2, 20190509

sm75616683

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Source title: From Bioinspired Systems and Biomedical Applications to Machine Learning (Lecture Notes in Computer Science (11487))

Front Matter ....Pages i-xxiii
Front Matter ....Pages 1-1
Towards a General Method for Logical Rule Extraction from Time Series (Guido Sciavicco, Ionel Eduard Stan, Alessandro Vaccari)....Pages 3-12
A Principled Two-Step Method for Example-Dependent Cost Binary Classification (Javier Mediavilla-Relaño, Aitor Gutiérrez-López, Marcelino Lázaro, Aníbal R. Figueiras-Vidal)....Pages 13-22
Symbiotic Autonomous Systems with Consciousness Using Digital Twins (Felipe Fernández, Ángel Sánchez, José F. Vélez, A. Belén Moreno)....Pages 23-32
Deep Support Vector Classification and Regression (David Díaz-Vico, Jesús Prada, Adil Omari, José R. Dorronsoro)....Pages 33-43
An Experimental Study on the Relationships Among Neural Codes and the Computational Properties of Neural Networks (Sergio Miguel-Tomé)....Pages 44-57
Uninformed Methods to Build Optimal Choice-Based Ensembles (Ameed Almomani, Eduardo Sánchez)....Pages 58-65
Front Matter ....Pages 67-67
Design and Implementation of a Robotics Learning Environment to Teach Physics in Secondary Schools (Samantha Orlando, Félix de la Paz López, Elena Gaudioso)....Pages 69-76
Multi-robot User Interface for Cooperative Transportation Tasks (Majd Kassawat, Enric Cervera, Angel P. del Pobil)....Pages 77-81
Precise Positioning and Heading for Autonomous Scouting Robots in a Harsh Environment (David Obregón, Raúl Arnau, María Campo-Cossio, Juan G. Arroyo-Parras, Michael Pattinson, Smita Tiwari et al.)....Pages 82-96
Front Matter ....Pages 97-97
Gesture Control Wearables for Human-Machine Interaction in Industry 4.0 (Luis Roda-Sanchez, Teresa Olivares, Celia Garrido-Hidalgo, Antonio Fernández-Caballero)....Pages 99-108
Computing the Missing Lexicon in Students Using Bayesian Networks (Pedro Salcedo L., M. Angélica Pinninghoff J., Ricardo Contreras A.)....Pages 109-116
Control of Transitory Take-Off Regime in the Transportation of a Pendulum by a Quadrotor (Julián Estévez, Jose Manuel Loṕez-Guede)....Pages 117-126
Improving Scheduling Performance of a Real-Time System by Incorporation of an Artificial Intelligence Planner (Jesus Fernandez-Conde, Pedro Cuenca-Jimenez, Rafael Toledo-Moreo)....Pages 127-136
Convolutional Neural Networks for Olive Oil Classification (Belén Vega-Márquez, Andrea Carminati, Natividad Jurado-Campos, Andrés Martín-Gómez, Lourdes Arce-Jiménez, Cristina Rubio-Escudero et al.)....Pages 137-145
An Indoor Illuminance Prediction Model Based on Neural Networks for Visual Comfort and Energy Efficiency Optimization Purposes (M. Martell, M. Castilla, F. Rodríguez, M. Berenguel)....Pages 146-156
Using Probabilistic Context Awareness in a Deliberative Planner System (Jonatan Gines Clavero, Francisco J. Rodriguez, Francisco Martín Rico, Angel Manuel Guerrero, Vicente Matellán)....Pages 157-166
Combining Data-Driven and Domain Knowledge Components in an Intelligent Assistant to Build Personalized Menus (Miquel Sànchez-Marrè, Karina Gibert, Beatriz Sevilla-Villaneva)....Pages 167-179
Robust Heading Estimation in Mobile Phones (Fernando E. Casado, Adrián Nieto, Roberto Iglesias, Carlos V. Regueiro, Senén Barro)....Pages 180-190
Front Matter ....Pages 191-191
Crowding Differential Evolution for Protein Structure Prediction (Daniel Varela, José Santos)....Pages 193-203
Bacterial Resistance Algorithm. An Application to CVRP (M. Angélica Pinninghoff J., José Orellana M., Ricardo Contreras A.)....Pages 204-211
Conceptual Description of Nature-Inspired Cognitive Cities: Properties and Challenges (Juvenal Machin, Agusti Solanas)....Pages 212-222
Genetic Algorithm to Evolve Ensembles of Rules for On-Line Scheduling on Single Machine with Variable Capacity (Francisco J. Gil-Gala, Ramiro Varela)....Pages 223-233
Multivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial Vision (Paul D. Rosero-Montalvo, Vivian F. López-Batista, Diego H. Peluffo-Ordóñez, Vanessa C. Erazo-Chamorro, Ricardo P. Arciniega-Rocha)....Pages 234-243
Optimization of Bridges Reinforcements with Tied-Arch Using Moth Search Algorithm (Óscar Carrasco, Broderick Crawford, Ricardo Soto, José Lemus-Romani, Gino Astorga, Agustín Salas-Fernández)....Pages 244-253
Repairing Infeasibility in Scheduling via Genetic Algorithms (Raúl Mencía, Carlos Mencía, Ramiro Varela)....Pages 254-263
Application of Koniocortex-Like Networks to Cardiac Arrhythmias Classification (Santiago Torres-Alegre, Yasmine Benchaib, José Manuel Ferrández Vicente, Diego Andina)....Pages 264-273
Front Matter ....Pages 275-275
Content Based Image Retrieval by Convolutional Neural Networks (Safa Hamreras, Rafaela Benítez-Rochel, Bachir Boucheham, Miguel A. Molina-Cabello, Ezequiel López-Rubio)....Pages 277-286
Deep Learning Networks with p-norm Loss Layers for Spatial Resolution Enhancement of 3D Medical Images (Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Núria Roé-Vellvé, Miguel A. Molina-Cabello)....Pages 287-296
Analysis of Dogs’s Abandonment Problem Using Georeferenced Multi-agent Systems (Zoila Ruiz-Chavez, Jaime Salvador-Meneses, Cristina Mejí­a-Astudillo, Soledad Diaz-Quilachamin)....Pages 297-306
Background Modeling by Shifted Tilings of Stacked Denoising Autoencoders (Jorge García-González, Juan M. Ortiz-de-Lazcano-Lobato, Rafael M. Luque-Baena, Ezequiel López-Rubio)....Pages 307-316
Deep Learning-Based Security System Powered by Low Cost Hardware and Panoramic Cameras (Jesus Benito-Picazo, Enrique Domínguez, Esteban J. Palomo, Ezequiel López-Rubio)....Pages 317-326
Front Matter ....Pages 327-327
Neuroacoustical Stimulation of Parkinson’s Disease Patients: A Case Study (Gerardo Gálvez-García, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Guillermo de Arcas-Castro, Pedro Gómez-Vilda)....Pages 329-339
Evaluating Instability on Phonation in Parkinson’s Disease and Aging Speech (Andrés Gómez-Rodellar, Daniel Palacios-Alonso, José Manuel Ferrández Vicente, J. Mekyska, Agustín Álvarez Marquina, Pedro Gómez-Vilda)....Pages 340-351
Differentiation Between Ischemic and Heart Rate Related Events Using the Continuous Wavelet Transform (Carolina Fernández Biscay, Pedro David Arini, Anderson Iván Rincón Soler, María Paula Bonomini)....Pages 352-360
Automatic Measurement of ISNT and CDR on Retinal Images by Means of a Fast and Efficient Method Based on Mathematical Morphology and Active Contours (Rafael Verdú-Monedero, Juan Morales-Sánchez, Rafael Berenguer-Vidal, Inmaculada Sellés-Navarro, Ana Palazón-Cabanes)....Pages 361-370
Bihemispheric Beta Desynchronization During an Upper-Limb Motor Task in Chronic Stroke Survivors (Santiago Ezquerro, Juan A. Barios, Arturo Bertomeu-Motos, Jorge Diez, Jose M. Sanchez-Aparicio, Luis Donis-Barber et al.)....Pages 371-379
Modeling and Estimation of Non-functional Properties: Leveraging the Power of QoS Metrics (Cristina Vicente-Chicote, Daniel García-Pérez, Pablo García-Ojeda, Juan F. Inglés-Romero, Adrián Romero-Garcés, Jesús Martínez)....Pages 380-388
Machine-Health Application Based on Machine Learning Techniques for Prediction of Valve Wear in a Manufacturing Plant (María-Elena Fernández-García, Jorge Larrey-Ruiz, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal, José-Luis Sancho-Gómez)....Pages 389-398
Front Matter ....Pages 399-399
Artificial Semantic Memory with Autonomous Learning Applied to Social Robots (Francisco Martin-Rico, Francisco Gomez-Donoso, Felix Escalona, Miguel Cazorla, Jose Garcia-Rodriguez)....Pages 401-411
A Showcase of the Use of Autoencoders in Feature Learning Applications (David Charte, Francisco Charte, María J. del Jesus, Francisco Herrera)....Pages 412-421
Automatic Image-Based Waste Classification (Victoria Ruiz, Ángel Sánchez, José F. Vélez, Bogdan Raducanu)....Pages 422-431
Propositional Rules Generated at the Top Layers of a CNN (Guido Bologna)....Pages 432-440
Deep Ordinal Classification Based on the Proportional Odds Model (Víctor Manuel Vargas, Pedro Antonio Gutiérrez, César Hervás)....Pages 441-451
Data Preprocessing for Automatic WMH Segmentation with FCNNs (P. Duque, J. M. Cuadra, E. Jiménez, Mariano Rincón-Zamorano)....Pages 452-460
FER in Primary School Children for Affective Robot Tutors (Luis-Eduardo Imbernón Cuadrado, Ángeles Manjarrés Riesco, Félix de la Paz López)....Pages 461-471
Back Matter ....Pages 473-476

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

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 AlmerÃƯa, 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

2019-05-10