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
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
- Texto completo no disponible (Saber más ...)
Otros catálogos
Listado de artículos
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Affective Computing in Ambient Intelligence
págs. 3-12
A Physical Cognitive Assistant for Monitoring Hand Gestures Exercises
Jaime A. Rincón Arango, J.V. de Julián Ortiz, C. Carrascosa Roldán
págs. 13-23
págs. 24-33
Home Bio-inspired Systems and Applications:: from Robotics to Ambient Intelligence Conference paperVisualization Methods for Exploratory Subgroup Discovery on Time Series Data
págs. 34-44
Real-Life Validation of Emotion Detection System with Wearables
Dominika Kunc, Joanna Komoszyńska, Bartosz Perz, Przemysław Kazienko, Stanisław Saganowski
págs. 45-54
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
págs. 55-64
págs. 65-74
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Bioinspired Computing Approaches
págs. 77-87
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
págs. 88-97
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
págs. 98-108
Energy Minimization vs. Deep Learning Approaches for Protein Structure Prediction
Juan Filgueiras Fernández, Daniel Varela Muñoz, José Santos de la Iglesia
págs. 109-118
Constructing Ensembles of Dispatching Rules for Multi-objective Problems
Marko Đurasević, Lucija Planinc, Francisco Javier Gil Gala, Domagoj Jakobović
págs. 119-129
Building Heuristics and Ensembles for the Travel Salesman Problem
Francisco Javier Gil Gala, Marko Đurasević, María Sierra, José Ramiro Varela Arias
págs. 130-139
Reducing Energy Consumption in Fuzzy Flexible Job Shops Using Memetic Search
Pablo García Gómez, Inés González Rodríguez, María Camino Rodríguez Vela
págs. 140-150
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Machine Learning in Computer Vision and Robotics
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
págs. 153-162
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
págs. 163-172
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
págs. 173-182
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
págs. 183-192
Landslide Prediction with Machine Learning and Time Windows
Byron V. Guerrero Rodríguez, José García Rodríguez, Jaime Salvador Moysen, Christian Iván Mejía Escobar
págs. 193-202
Live TV Streaming Latency Measurement Using YOLO
Miguel José Esteve Brotons, Miguel Ángel Cabello Jurado, José García Rodríguez
págs. 203-212
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
págs. 213-222
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
págs. 223-232
SCASA: From Synthetic to Real Computer-Aided Sperm Analysis
Dan A. Hernandez, Juan José Pantrigo Fernández, Raul Cabido Valladolid
págs. 233-242
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
págs. 243-252
Autonomous Knowledge Representation for Efficient Skill Learning in Cognitive Robots
Alex Romero, Blaz̆ Meden, Francisco Bellas Bouza, Richard J. Duro Fernández
págs. 253-263
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
págs. 264-275
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Deep Learning
Data Augmentation Techniques for Speech Emotion Recognition and Deep Learning
Nicolás Antonio, Javier de Lope, Manuel Graña Romay
págs. 279-288
págs. 289-297
Handwritten Word Recognition on the Fundación-Osborne Dataset
A. Barreiro, Victoria Ruiz Parrado, A. Sánchez-Sánchez, J. F. Vélez
págs. 298-307
Automatic Annotation for Weakly Supervised Pedestrian Detection
Francisco J. García, Antonio Sanz Montemayor, Alfredo Cuesta Infante
págs. 308-317
págs. 318-327
págs. 328-336
Double-Layer Stacked Denoising Autoencoders for Regression
María Elena Fernández García, Antonio Ros, Eloy Hontoria Hernández, Aníbal Ramón Figueiras Vidal, José Luis Sancho Gómez
págs. 337-345
Deep Layout Extraction Applied to Historical Postcards
Bruno García, Belén Moreno, Jose Francisco Velez Serrano, Angel Sánchez Calle
págs. 346-355
Francisco López, Juan Luis Gómez Sirvent, Corinna Kofler, Rafael Morales Barba, Antonio Fernández Caballero
págs. 356-365
págs. 366-373
Improvement of Fixation Elements Detection in Aircraft Manufacturing
Leandro Ruiz Lozano, Sebastián Díaz Páez, Jose Maria Gonzalez Prieto, Francisco Cavas Martínez
págs. 374-382
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
págs. 383-390
Deep Reinforcement Learning in Agents’ Training: Unity ML-Agents
Laura Almón Manzano, Rafael Pastor Vargas, José Manuel Cuadra Troncoso
págs. 391-400
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Artificial Intelligence Applications
Basic Arithmetic Calculations Through Virus-Based Machines
Antonio Ramírez de Arellano, David Orellana Martín, Mario de Jesús Pérez Jiménez
págs. 403-412
págs. 413-422
A First-in-Class Block-Based Programming Language Distance Calculation
Luis Eduardo Imbernón Cuadrado, Angeles Manjarrés Riesco, Félix de la Paz López
págs. 423-432
An Approach to Emotions Through Lexical Availability
Pedro Salcedo Lagos, Pedro Pablo Pinacho Davidson, J.M. Angélica Pinninghoff, Gabriela Kotz
págs. 433-442
A Bacteria-Based Metaheuristic as a Tool for Group Formation
Ricardo Contreras, P. P. Valentini, Pedro Pablo Pinacho Davidson, M.Angélica. Pinninghoff J.
págs. 443-451
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
págs. 452-461
Clustering of COVID-19 Time Series Incidence Intensity in Andalusia, Spain
Miguel Díaz, David Guijo Rubio, Pedro Antonio Gutiérrez Peña, César Hervás Martínez
págs. 462-471
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
págs. 472-481
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
págs. 482-491
Development and Validation of a Novel Technology for Postural Analysis and Human Kinematics
Rocío López, Roberto Morollón Ruiz, Cristina Soto, Eduardo Fernández
págs. 492-504
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
págs. 505-514
págs. 515-523
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
págs. 524-533
págs. 534-544
Feature Ranking for Feature Sorting and Feature Selection: FR4(FS)2
Paula Santana, Alberto Merchán, Alba Márquez Rodríguez, Antonio Javier Tallón Ballesteros
págs. 545-550
A Computational Drug Repositioning Method for Rare Diseases
María Belén Otero, Lúcia Prieto, Esther Ugarte, Juan Pedro Caraça-Valente Hernández, Alejandro Rodríguez González
págs. 551-561
págs. 562-572
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
págs. 573-582
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
págs. 583-592
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