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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

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Conference proceedings info: IWINAC 2022.

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Table of contents (58 papers)

  1. Front Matter

    Pages i-xxviii
  2. Affective Computing in Ambient Intelligence

    1. Front Matter

      Pages 1-1
    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
    2. Compiling Single Round QCCP-X Quantum Circuits by Genetic Algorithm

      • Lis Arufe, Riccardo Rasconi, Angelo Oddi, Ramiro Varela, Miguel Ángel González
      Pages 88-97
    3. 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
    4. Energy Minimization vs. Deep Learning Approaches for Protein Structure Prediction

      • Juan Luis Filgueiras, Daniel Varela, José Santos
      Pages 109-118
    5. Constructing Ensembles of Dispatching Rules for Multi-objective Problems

      • Marko Đurasević, Lucija Planinić, Francisco J. Gil-Gala, Domagoj Jakobović
      Pages 119-129
    6. Building Heuristics and Ensembles for the Travel Salesman Problem

      • Francisco J. Gil-Gala, Marko Đurasević, María R. Sierra, Ramiro Varela
      Pages 130-139
    7. 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
    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

Other Volumes

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

    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 I
  2. 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

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.

Keywords

  • artificial intelligence
  • computer networks
  • computer systems
  • computer vision
  • HCI
  • human-computer interaction
  • image analysis
  • image processing
  • image reconstruction
  • image segmentation
  • internet
  • machine learning
  • neural networks
  • pattern recognition
  • signal processing
  • user interfaces

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

Bibliographic Information

Buying options

eBook
USD 79.99
Price excludes VAT (USA)
  • ISBN: 978-3-031-06527-9
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book
USD 99.99
Price excludes VAT (USA)