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Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence

9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part II

  • Conference proceedings
  • © 2022

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. Hojjat Adeli

    1. Ohio State University, Columbus, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13259)

Included in the following conference series:

Conference proceedings info: IWINAC 2022.

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Table of contents (59 papers)

  1. Front Matter

    Pages i-xxviii
    Download chapter PDF

  2. Affective Computing in Ambient Intelligence

    1. Front Matter

      Pages 1-1
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    2. Eye Tracking Measurement of Train Drivers’ Attention Based on Quasi-static Areas of Interest

      • Paweł Węgrzyn, Michal Kepski, Iwona Grabska-Gradzińska
      Pages 3-12

    3. A Physical Cognitive Assistant for Monitoring Hand Gestures Exercises

      • J. A. Rincon, V. Julian, C. Carrascosa
      Pages 13-23

    4. Automation of Social Media Interactions

      • Francisco S. Marcondes, José João Almeida, Paulo Novais
      Pages 24-33

    5. Visualization Methods for Exploratory Subgroup Discovery on Time Series Data

      • Dan Hudson, Travis J. Wiltshire, Martin Atzmueller
      Pages 34-44

    6. Real-Life Validation of Emotion Detection System with Wearables

      • Dominika Kunc, Joanna Komoszyńska, Bartosz Perz, Przemysław Kazienko, Stanisław Saganowski
      Pages 45-54

    7. Sentiment Analysis Based on Smart Human Mobility: A Comparative Study of ML Models

      • Luís Rosa, Hugo Faria, Reza Tabrizi, Simão Gonçalves, Fábio Silva, Cesar Analide
      Pages 55-64

    8. Evaluation of Selected APIs for Emotion Recognition from Facial Expressions

      • Krzysztof Kutt, Piotr Sobczyk, Grzegorz J. Nalepa
      Pages 65-74

  3. Bioinspired Computing Approaches

    1. Front Matter

      Pages 75-75
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    2. Robust Makespan Optimization via Genetic Algorithms on the Scientific Workflow Scheduling Problem

      • Pablo Barredo, Jorge Puente
      Pages 77-87

    3. Compiling Single Round QCCP-X Quantum Circuits by Genetic Algorithm

      • Lis Arufe, Riccardo Rasconi, Angelo Oddi, Ramiro Varela, Miguel Ángel González
      Pages 88-97

    4. Elite Artificial Bee Colony for Makespan Optimisation in Job Shop with Interval Uncertainty

      • Hernán Díaz, Juan José Palacios, Inés González-Rodríguez, Camino R. Vela
      Pages 98-108

    5. Energy Minimization vs. Deep Learning Approaches for Protein Structure Prediction

      • Juan Luis Filgueiras, Daniel Varela, José Santos
      Pages 109-118

    6. Constructing Ensembles of Dispatching Rules for Multi-objective Problems

      • Marko Đurasević, Lucija Planinić, Francisco J. Gil-Gala, Domagoj Jakobović
      Pages 119-129

    7. Building Heuristics and Ensembles for the Travel Salesman Problem

      • Francisco J. Gil-Gala, Marko Đurasević, María R. Sierra, Ramiro Varela
      Pages 130-139

    8. Reducing Energy Consumption in Fuzzy Flexible Job Shops Using Memetic Search

      • Pablo García Gómez, Inés González-Rodríguez, Camino R. Vela
      Pages 140-150

  4. Machine Learning in Computer Vision and Robotics

    1. Front Matter

      Pages 151-151
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    2. Enhanced Image Segmentation by a Novel Test Time Augmentation and Super-Resolution

      • Iván García-Aguilar, Jorge García-González, Rafael Marcos Luque-Baena, Ezequiel López-Rubio, Enrique Domínguez-Merino
      Pages 153-162

    3. Encoding Generative Adversarial Networks for Defense Against Image Classification Attacks

      • José M. Pérez-Bravo, José A. Rodríguez-Rodríguez, Jorge García-González, Miguel A. Molina-Cabello, Karl Thurnhofer-Hemsi, Ezequiel López-Rubio
      Pages 163-172
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Other volumes

  1. Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications

  2. Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence

  3. The 3rd International Conference on Nanomaterials and Advanced Composites

Keywords

About this book

The two volume set LNCS 13258 and 13259 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, held in Puerto de la Cruz, Tenerife, Spain in May – June 2022.

The total of 121 contributions was carefully reviewed and selected from 203 submissions. The papers are organized in two volumes, with the following topical sub-headings:


Part I: Machine Learning in Neuroscience; Neuromotor and Cognitive Disorders; Affective Analysis; Health Applications

Part II: Affective Computing in Ambient Intelligence; Bioinspired Computing Approaches; Machine Learning in Computer Vision and Robot; Deep Learning; Artificial Intelligence Applications.

Editors and Affiliations

  • Universidad Politécnica de Cartagena, Cartagena, Spain

    José Manuel Ferrández Vicente

  • Universidad Nacional de Educación a Distancia, Madrid, Spain

    José Ramón Álvarez-Sánchez, Félix de la Paz López

  • Ohio State University, Columbus, USA

    Hojjat Adeli

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