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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Identificadores de libro

Citas a capítulos: 1 Citas

Listado de artículos

- Affective Computing in Ambient Intelligence
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    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, Jesús Vicente 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
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    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 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 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 Serrano, 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 , Ángel 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 Herrera , 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 Jover
    - 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, Francisco Jesús 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