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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

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. José Manuel Ferrández Vicente

    1. Universidad Politécnica de Cartagena, Cartagena, Spain

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  2. José Ramón Álvarez-Sánchez

    1. Universidad Nacional de Educación a Distancia, Madrid, Spain

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  3. Félix de la Paz López

    1. Universidad Nacional de Educación a Distancia, Madrid, Spain

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  4. Javier Toledo Moreo

    1. Universidad Politécnica de Cartagena, Cartagena, Spain

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  5. Hojjat Adeli

    1. The Ohio State University, Columbus, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11487)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: IWINAC 2019.

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Table of contents (45 papers)

  1. Front Matter

    Pages i-xxiii
    Download chapter PDF

  2. Models

    1. Front Matter

      Pages 1-1
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    2. Towards a General Method for Logical Rule Extraction from Time Series

      • Guido Sciavicco, Ionel Eduard Stan, Alessandro Vaccari
      Pages 3-12

    3. 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

    4. Symbiotic Autonomous Systems with Consciousness Using Digital Twins

      • Felipe Fernández, Ángel Sánchez, José F. Vélez, A. Belén Moreno
      Pages 23-32

    5. Deep Support Vector Classification and Regression

      • David Díaz-Vico, Jesús Prada, Adil Omari, José R. Dorronsoro
      Pages 33-43

    6. An Experimental Study on the Relationships Among Neural Codes and the Computational Properties of Neural Networks

      • Sergio Miguel-Tomé
      Pages 44-57

    7. Uninformed Methods to Build Optimal Choice-Based Ensembles

      • Ameed Almomani, Eduardo Sánchez
      Pages 58-65

  3. Robotics

    1. Front Matter

      Pages 67-67
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    2. 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

    3. Multi-robot User Interface for Cooperative Transportation Tasks

      • Majd Kassawat, Enric Cervera, Angel P. del Pobil
      Pages 77-81

    4. 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

  4. Applications

    1. Front Matter

      Pages 97-97
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    2. 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

    3. Computing the Missing Lexicon in Students Using Bayesian Networks

      • Pedro Salcedo L., M. Angélica Pinninghoff J., Ricardo Contreras A.
      Pages 109-116

    4. Control of Transitory Take-Off Regime in the Transportation of a Pendulum by a Quadrotor

      • Julián Estévez, Jose Manuel Loṕez-Guede
      Pages 117-126

    5. 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

    6. 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

    7. 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

    8. 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
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Other volumes

  1. Understanding the Brain Function and Emotions

  2. From Bioinspired Systems and Biomedical Applications to Machine Learning

Keywords

About this book

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.

Editors and Affiliations

  • Universidad Politécnica de Cartagena, Cartagena, Spain

    José Manuel Ferrández Vicente, Javier Toledo Moreo

  • Universidad Nacional de Educación a Distancia, Madrid, Spain

    José Ramón Álvarez-Sánchez, Félix de la Paz López

  • The Ohio State University, Columbus, USA

    Hojjat Adeli

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