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

José Manuel Ferrández Vicente; José Ramón Álvarez Sánchez; Félix de la Paz López; Hojjat Adeli

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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

Imagen de portada del libro Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence

Información General

Autores: José Manuel Ferrández Vicente (dir. congr.) , José Ramón Álvarez Sánchez (dir. congr.) , Félix de la Paz López (dir. congr.) , Hojjat Adeli
Editores: Springer Suiza
Año de publicación: 2022
País: Suiza
Idioma: español
ISBN: 978-3-031-06527-9
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Listado de artículos

- Affective Computing in Ambient Intelligence
  - Seleccionado
    Eye Tracking Measurement of Train Drivers’ Attention Based on Quasi-static Areas of Interest
    Iwona Grabska Gradzińska, Michal Kepski, Paweł Węgrzyn
    - Resumen
    págs. 3-12
  - Seleccionado
    A Physical Cognitive Assistant for Monitoring Hand Gestures Exercises
    Jaime A. Rincón Arango, J.V. de Julián Ortiz, C. Carrascosa Roldán
    - Resumen
    págs. 13-23
  - Seleccionado
    Automation of Social Media Interactions
    Francisco Marcondes, José São João, Paulo Novais
    - Resumen
    págs. 24-33
  - Seleccionado
    Home Bio-inspired Systems and Applications:: from Robotics to Ambient Intelligence Conference paperVisualization Methods for Exploratory Subgroup Discovery on Time Series Data
    Daniel Husson, Patricia E. J. Wiltshire, Martin Atzmueller
    - Resumen
    págs. 34-44
  - Seleccionado
    Real-Life Validation of Emotion Detection System with Wearables
    Dominika Kunc, Joanna Komoszyńska, Bartosz Perz, Przemysław Kazienko, Stanisław Saganowski
    - Resumen
    págs. 45-54
  - Seleccionado
    Sentiment Analysis Based on Smart Human Mobility: A Comparative Study of ML Models
    Luis Rosa Invernón, Hugo L. Farias, Reza Tabrizi, Rafael Simão Gonçalves, Fabio Silva, Cesar Analide
    - Resumen
    págs. 55-64
  - Seleccionado
    Evaluation of Selected APIs for Emotion Recognition from Facial Expressions
    Krzysztof Kutt, Piotr Sobczyk, Grzegorz J. Nalepa
    - Resumen
    págs. 65-74
- Bioinspired Computing Approaches
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    Robust Makespan Optimization via Genetic Algorithms on the Scientific Workflow Scheduling Problem
    Pablo Barreto Martínez, Jorge Puente
    - Resumen
    págs. 77-87
  - Seleccionado
    Compiling Single Round QCCP-X Quantum Circuits by Genetic Algorithm
    Lis Arufe Rivas, Riccardo Rasconi, Angelo Oddi , José Ramiro Varela Arias , Miguel Ángel González García
    - Resumen
    págs. 88-97
  - Seleccionado
    Elite Artificial Bee Colony for Makespan Optimisation in Job Shop with Interval Uncertainty
    Hernán Díaz Muñoz, Juan José Palacios Gutiérrez, Inés González Rodríguez , María Camino Rodríguez Vela
    - Resumen
    págs. 98-108
  - Seleccionado
    Energy Minimization vs. Deep Learning Approaches for Protein Structure Prediction
    Juan Filgueiras Fernández, Daniel Varela Muñoz, José Santos de la Iglesia
    - Resumen
    págs. 109-118
  - Seleccionado
    Constructing Ensembles of Dispatching Rules for Multi-objective Problems
    Marko Đurasević, Lucija Planinc, Francisco Javier Gil Gala, Domagoj Jakobović
    - Resumen
    págs. 119-129
  - Seleccionado
    Building Heuristics and Ensembles for the Travel Salesman Problem
    Francisco Javier Gil Gala, Marko Đurasević, María Sierra, José Ramiro Varela Arias
    - Resumen
    págs. 130-139
  - Seleccionado
    Reducing Energy Consumption in Fuzzy Flexible Job Shops Using Memetic Search
    Pablo García Gómez, Inés González Rodríguez , María Camino Rodríguez Vela
    - Resumen
    págs. 140-150
- Machine Learning in Computer Vision and Robotics
  - Seleccionado
    Enhanced Image Segmentation by a Novel Test Time Augmentation and Super-Resolution
    Iván García, Jorge García González, Rafael Marcos, Ezequiel López Rubio , Enrique Domínguez Merino
    - Resumen
    págs. 153-162
  - Seleccionado
    Encoding Generative Adversarial Networks for Defense Against Image Classification Attacks
    José M Pérez , José A. Rodríguez Rodríguez, Jorge García González, Miguel A. Molina Cabello, Karl Thurnhofer Hemsi, Ezequiel López Rubio
    - Resumen
    págs. 163-172
  - Seleccionado
    Anomalous Trajectory Detection for Automated Traffic Video Surveillance
    José D. Fernández Bethencourt, Jorge García González, Rafaela Benitez Rochel , Miguel A. Molina Cabello, Ezequiel López Rubio
    - Resumen
    págs. 173-182
  - Seleccionado
    Defining High Risk Landslide Areas Using Machine Learning
    Byron V. Guerrero Rodríguez, José García Rodríguez , Jaime Salvador Meneses, Christian Iván Mejía Escobar, Michelle Bonifaz, Osvaldo Gallardo
    - Resumen
    págs. 183-192
  - Seleccionado
    Landslide Prediction with Machine Learning and Time Windows
    Byron V. Guerrero Rodríguez, José García Rodríguez , Jaime Salvador Moysen, Christian Iván Mejía Escobar
    - Resumen
    págs. 193-202
  - Seleccionado
    Live TV Streaming Latency Measurement Using YOLO
    Miguel José Esteve Brotons, Miguel Ángel Cabello Jurado, José García Rodríguez
    - Resumen
    págs. 203-212
  - Seleccionado
    Analysis of Functional Connectome Pipelines for the Diagnosis of Autism Spectrum Disorders
    Clara Jiménez, Rosa María Sainz de la Maza, Domingo López Rodríguez, Karl Thurnhofer Hemsi, Ezequiel López Rubio , Rafael Martos Luque
    - Resumen
    págs. 213-222
  - Seleccionado
    A Novel Continual Learning Approach for Competitive Neural Networks
    Esteban José Palomo Ferrer , Juan Miguel Ortiz de Lazcano Lobato , David Fernández Rodríguez, Ezequiel López Rubio , María Maza
    - Resumen
    págs. 223-232
  - Seleccionado
    SCASA: From Synthetic to Real Computer-Aided Sperm Analysis
    Dan A. Hernandez, Juan José Pantrigo Fernández , Raul Cabido Valladolid
    - Resumen
    págs. 233-242
  - Seleccionado
    Inter-session Transfer Learning in MI Based BCI for Controlling a Lower-Limb Exoskeleton
    Laura Ferrero, Vicente Quiles Zamora, Mario Ortiz, Javier V. Juan, Eduardo Iáñez Martínez , José Azorín Arrúe
    - Resumen
    págs. 243-252
  - Seleccionado
    Autonomous Knowledge Representation for Efficient Skill Learning in Cognitive Robots
    Alex Romero, Blaz̆ Meden, Francisco Bellas Bouza , Richard J. Duro Fernández
    - Resumen
    págs. 253-263
  - Seleccionado
    Autonomous Robot Navigation by Area Centroid Algorithm Using Depth Cameras
    Antonio Marín García, José Manuel Cuadra Troncoso , Félix de la Paz López , Jose Ramón Álvarez
    - Resumen
    págs. 264-275
- Deep Learning
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    Data Augmentation Techniques for Speech Emotion Recognition and Deep Learning
    Nicolás Antonio, Javier de Lope, Manuel Graña Romay
    - Resumen
    págs. 279-288
  - Seleccionado
    Deep Learning Artwork Style Prediction and Similarity Detection
    Igor Sorarrain Rebollar, Manuel Graña Romay
    - Resumen
    págs. 289-297
  - Seleccionado
    Handwritten Word Recognition on the Fundación-Osborne Dataset
    A. Barreiro, Victoria Ruiz Parrado, A. Sánchez-Sánchez, J. F. Vélez
    - Resumen
    págs. 298-307
  - Seleccionado
    Automatic Annotation for Weakly Supervised Pedestrian Detection
    Francisco J. García, Antonio Sanz Montemayor , Alfredo Cuesta Infante
    - Resumen
    págs. 308-317
  - Seleccionado
    Explaining CNN Classifications by Propositional Rules Generated from DCT Feature Maps
    Guido Bologna
    - Resumen
    págs. 318-327
  - Seleccionado
    Non-analytical Reasoning Assisted Deep Reinforcement Learning
    John Schonefeld, Md Azharul Karim
    - Resumen
    págs. 328-336
  - Seleccionado
    Double-Layer Stacked Denoising Autoencoders for Regression
    María Elena Fernández García, Antonio Ros, Eloy Hontoria Hernández, Aníbal Ramón Figueiras Vidal , José Luis Sancho Gómez
    - Resumen
    págs. 337-345
  - Seleccionado
    Deep Layout Extraction Applied to Historical Postcards
    Bruno García, Belén Moreno, Jose Francisco Velez Serrano , Angel Sánchez Calle
    - Resumen
    págs. 346-355
  - Seleccionado
    Detection of Unknown Defects in Semiconductor Materials from a Hybrid Deep and Machine Learning Approach
    Francisco López, Juan Luis Gómez Sirvent, Corinna Kofler, Rafael Morales Barba, Antonio Fernández Caballero
    - Resumen
    págs. 356-365
  - Seleccionado
    Using Temporal Information in Deep Learning Architectures to Improve Lane Detection Under Adverse Situations
    José Daniel Turrado Sánchez, Jan Koloda, M. Rincón
    - Resumen
    págs. 366-373
  - Seleccionado
    Improvement of Fixation Elements Detection in Aircraft Manufacturing
    Leandro Ruiz Lozano, Sebastián Díaz Páez, Jose Maria Gonzalez Prieto, Francisco Cavas Martínez
    - Resumen
    págs. 374-382
  - Seleccionado
    A New Artificial Intelligence Approach for the Radiographic Classification of Sacroiliitis
    Esther Fernández Casillas, Francisco Javier Garrigós Guerrero , Jose Javier Martinez Vazquez, Irene Cases, Manuel José Moreno Ramos, Luis F. Linares Ferrando, Angel García García, José Manuel Ferrández Vicente , Eduardo Fernández
    - Resumen
    págs. 383-390
  - Seleccionado
    Deep Reinforcement Learning in Agents’ Training: Unity ML-Agents
    Laura Almón Manzano, Rafael Pastor Vargas , José Manuel Cuadra Troncoso
    - Resumen
    págs. 391-400
- Artificial Intelligence Applications
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    Basic Arithmetic Calculations Through Virus-Based Machines
    Antonio Ramírez de Arellano, David Orellana Martín, Mario de Jesús Pérez Jiménez
    - Resumen
    págs. 403-412
  - Seleccionado
    An Efficient and Rotation Invariant Fourier-Based Metric for Assessing the Quality of Images Created by Generative Models
    José María Gamazo, José Manuel Cuadra Troncoso , M. Rincón
    - Resumen
    págs. 413-422
  - Seleccionado
    A First-in-Class Block-Based Programming Language Distance Calculation
    Luis Eduardo Imbernón Cuadrado, Angeles Manjarrés Riesco, Félix de la Paz López
    - Resumen
    págs. 423-432
  - Seleccionado
    An Approach to Emotions Through Lexical Availability
    Pedro Salcedo Lagos, Pedro Pablo Pinacho Davidson, J.M. Angélica Pinninghoff, Gabriela Kotz
    - Resumen
    págs. 433-442
  - Seleccionado
    A Bacteria-Based Metaheuristic as a Tool for Group Formation
    Ricardo Contreras, P. P. Valentini, Pedro Pablo Pinacho Davidson, M.Angélica. Pinninghoff J.
    - Resumen
    págs. 443-451
  - Seleccionado
    KANT: A Tool for Grounding and Knowledge Management
    Miguel Ángel González Santamarta, Francisco Javier Rodríguez Lera , Francisco Martín Herrero, Camino Fernández Llamas , Vicente Matellán Olivera
    - Resumen
    págs. 452-461
  - Seleccionado
    Clustering of COVID-19 Time Series Incidence Intensity in Andalusia, Spain
    Miguel Díaz, David Guijo Rubio, Pedro Antonio Gutiérrez Peña , César Hervás Martínez
    - Resumen
    págs. 462-471
  - Seleccionado
    Triage Prediction of a Real Dataset of COVID-19 Patients in Alava
    Goizalde Badiola Zabala, José Manuel López Guede , Julián Estévez Sanz, Manuel Graña Romay
    - Resumen
    págs. 472-481
  - Seleccionado
    Vision-Based Human Posture Detection from a Virtual Home-Care Unmanned Aerial Vehicle
    Andrés Bustamante Londoño, Lidia María Belmonte, Antonio Pereira González, Pascual González Galindo, Antonio Fernández Caballero , Rafael Morales Ruiz
    - Resumen
    págs. 482-491
  - Seleccionado
    Development and Validation of a Novel Technology for Postural Analysis and Human Kinematics
    Rocío López, Roberto Morollón Ruiz, Cristina Soto, Eduardo Fernández
    - Resumen
    págs. 492-504
  - Seleccionado
    Multi-agent LoRaWAN Network for End-of-Life Management of Electric Vehicle Batteries
    Celia Garrido Hidalgo, Luis Roda Sanchez, Teresa Olivares Montes , F. Javier Ramirez, Antonio Fernández Caballero
    - Resumen
    págs. 505-514
  - Seleccionado
    Spatial Frames of Reference and Action: A Study with Evolved Neuro-agents
    Nicolás Molano González, Michela Ponticorvo
    - Resumen
    págs. 515-523
  - Seleccionado
    Multi-Agent Systems in Support of Digital Twins: A Survey
    Elena Pretel Morrás, Elena Navarro Olmos, Victor Manuel López Jaquero , Alejandro Moya Alvarez, Pascual Gonzalez
    - Resumen
    págs. 524-533
  - Seleccionado
    Automatic Selection of Financial Ratios by Means of Differential Evolution and for Predicting Business Insolvency
    José Santos, Óscar Sestayo, Ángel Beade, Francisco Manuel Rodríguez Mayo
    - Resumen
    págs. 534-544
  - Seleccionado
    Feature Ranking for Feature Sorting and Feature Selection: FR4(FS)2
    Paula Santana, Alberto Merchán, Alba Márquez Rodríguez, Antonio Javier Tallón Ballesteros
    - Resumen
    págs. 545-550
  - Seleccionado
    A Computational Drug Repositioning Method for Rare Diseases
    María Belén Otero, Lúcia Prieto, Esther Ugarte, Juan Pedro Caraça-Valente Hernández , Alejandro Rodríguez González
    - Resumen
    págs. 551-561
  - Seleccionado
    Doughnut Computing in City Planning for Achieving Human and Planetary Rights
    Verónica Dahl , Juan José Moreno Navarro
    - Resumen
    págs. 562-572
  - Seleccionado
    Temperature Control and Monitoring System for Electrical Power Transformers Using Thermal Imaging
    F. Segovia, J. J. Ramírez, D. Salas, I. Illán, F. J. Martínez Murcia, J. Rodriguez Rivero, Francisco Javier Leiva Rojo, C.D. Gaitán García, Juan Manuel Górriz Sáez
    - Resumen
    págs. 573-582
  - Seleccionado
    Visual Parking Space Estimation Using Detection Networks and Rule-Based Systems
    Susana De Luelmo, Elena Giraldo Del Viejo, Antonio Sanz Montemayor , Juan José Pantrigo Fernández
    - Resumen
    págs. 583-592