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ORCIDIWINAC 2022: Puerto de la Cruz, Tenerife, Spain - Part II
- José Manuel Ferrández de Vicente
, José Ramón Álvarez Sánchez, Félix de la Paz López, Hojjat Adeli:
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. Lecture Notes in Computer Science 13259, Springer 2022, ISBN 978-3-031-06526-2
Affective Computing in Ambient Intelligence
- Pawel Wegrzyn, Michal Kepski, Iwona Grabska-Gradzinska:
Eye Tracking Measurement of Train Drivers' Attention Based on Quasi-static Areas of Interest. 3-12 - Jaime Andres Rincon, Vicente Julián, Carlos Carrascosa:
A Physical Cognitive Assistant for Monitoring Hand Gestures Exercises. 13-23 - Francisco Supino Marcondes, José João Almeida, Paulo Novais:
Automation of Social Media Interactions - A Framework for Online Social "Sowing". 24-33 - Dan Hudson, Travis J. Wiltshire, Martin Atzmueller:
Visualization Methods for Exploratory Subgroup Discovery on Time Series Data. 34-44 - Dominika Kunc, Joanna Komoszynska, Bartosz Perz, Przemyslaw Kazienko, Stanislaw Saganowski:
Real-Life Validation of Emotion Detection System with Wearables. 45-54 - Luís Rosa, Hugo Faria, Reza Tabrizi, Simão Gonçalves, Fábio Silva, Cesar Analide:
Sentiment Analysis Based on Smart Human Mobility: A Comparative Study of ML Models. 55-64 - Krzysztof Kutt, Piotr Sobczyk, Grzegorz J. Nalepa:
Evaluation of Selected APIs for Emotion Recognition from Facial Expressions. 65-74
Bioinspired Computing Approaches
- Pablo Barredo, Jorge Puente:
Robust Makespan Optimization via Genetic Algorithms on the Scientific Workflow Scheduling Problem. 77-87 - Lis Arufe, Riccardo Rasconi, Angelo Oddi, Ramiro Varela, Miguel Ángel González:
Compiling Single Round QCCP-X Quantum Circuits by Genetic Algorithm. 88-97 - Hernán Díaz, Juan José Palacios, Inés González Rodríguez, Camino R. Vela:
Elite Artificial Bee Colony for Makespan Optimisation in Job Shop with Interval Uncertainty. 98-108 - Juan Luis Filgueiras, Daniel Varela, José Santos Reyes:
Energy Minimization vs. Deep Learning Approaches for Protein Structure Prediction. 109-118 - Marko Durasevic, Lucija Planinic, Francisco Javier Gil Gala, Domagoj Jakobovic:
Constructing Ensembles of Dispatching Rules for Multi-objective Problems. 119-129 - Francisco Javier Gil Gala, Marko Durasevic, María R. Sierra, Ramiro Varela:
Building Heuristics and Ensembles for the Travel Salesman Problem. 130-139 - Pablo García-Gómez, Inés González Rodríguez, Camino R. Vela:
Reducing Energy Consumption in Fuzzy Flexible Job Shops Using Memetic Search. 140-150
Machine Learning in Computer Vision and Robotics
- Iván García Aguilar, Jorge García-González, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Enrique Domínguez Merino:
Enhanced Image Segmentation by a Novel Test Time Augmentation and Super-Resolution. 153-162 - José M. Pérez-Bravo, José A. Rodríguez-Rodríguez, Jorge García-González, Miguel A. Molina-Cabello, Karl Thurnhofer-Hemsi, Ezequiel López-Rubio:
Encoding Generative Adversarial Networks for Defense Against Image Classification Attacks. 163-172 - Jose D. Fernández, Jorge García-González, Rafaela Benítez-Rochel, Miguel A. Molina-Cabello, Ezequiel López-Rubio:
Anomalous Trajectory Detection for Automated Traffic Video Surveillance. 173-182 - Byron Guerrero Rodríguez, José García Rodríguez, Jaime Salvador, Christian Mejía Escobar, Michelle B. Chen, Oswaldo Gallardo:
Defining High Risk Landslide Areas Using Machine Learning. 183-192 - Byron Guerrero Rodríguez, José García Rodríguez, Jaime Salvador, Christian Mejía Escobar, Michelle B. Chen, Oswaldo Gallardo:
Landslide Prediction with Machine Learning and Time Windows. 193-202 - Miguel Jose Esteve Brotons, Miguel Angel Santiago Cabello, José García Rodríguez:
Live TV Streaming Latency Measurement Using YOLO. 203-212 - Clara Jiménez-Valverde, Rosa Maza-Quiroga, Domingo López-Rodríguez, Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Rafael Marcos Luque Baena:
Analysis of Functional Connectome Pipelines for the Diagnosis of Autism Spectrum Disorders. 213-222 - Esteban J. Palomo, Juan Miguel Ortiz-de-Lazcano-Lobato, José David Fernández-Rodríguez, Ezequiel López-Rubio, Rosa Maza-Quiroga:
A Novel Continual Learning Approach for Competitive Neural Networks. 223-232 - Daniel Hernández-Ferrándiz, Juan José Pantrigo, Raúl Cabido:
SCASA: From Synthetic to Real Computer-Aided Sperm Analysis. 233-242 - Laura Ferrero, Vicente Quiles, Mario Ortíz, Javier V. Juan, Eduardo Iáñez, José Maria Azorín:
Inter-session Transfer Learning in MI Based BCI for Controlling a Lower-Limb Exoskeleton. 243-252 - Alejandro Romero, Blaz Meden, Francisco Bellas, Richard J. Duro:
Autonomous Knowledge Representation for Efficient Skill Learning in Cognitive Robots. 253-263 - Francisco Antonio Marín García, José Manuel Cuadra Troncoso, Félix de la Paz López, José Ramón Álvarez Sánchez:
Autonomous Robot Navigation by Area Centroid Algorithm Using Depth Cameras. 264-275
Deep Learning
- José Antonio Nicolás, Javier de Lope, Manuel Graña:
Data Augmentation Techniques for Speech Emotion Recognition and Deep Learning. 279-288 - Igor Sorarrain Rebollar, Manuel Graña:
Deep Learning Artwork Style Prediction and Similarity Detection. 289-297 - Alvaro Barreiro-Garrido, Victoria Ruiz-Parrado, Ángel Sánchez, José Francisco Vélez:
Handwritten Word Recognition on the Fundación-Osborne Dataset. 298-307 - Francisco José García-Espinosa, Antonio S. Montemayor, Alfredo Cuesta-Infante:
Automatic Annotation for Weakly Supervised Pedestrian Detection. 308-317 - Guido Bologna:
Explaining CNN Classifications by Propositional Rules Generated from DCT Feature Maps. 318-327 - John Schonefeld, Md Karim:
Non-analytical Reasoning Assisted Deep Reinforcement Learning. 328-336 - María-Elena Fernández-García, Antonio Ros-Ros, Eloy Hontoria Hernández, Aníbal R. Figueiras-Vidal, José-Luis Sancho-Gómez:
Double-Layer Stacked Denoising Autoencoders for Regression. 337-345 - Bruno García, Belén Moreno, José Francisco Vélez, Ángel Sánchez:
Deep Layout Extraction Applied to Historical Postcards. 346-355 - Francisco López de la Rosa, José Luis Gómez-Sirvent, Corinna Kofler, Rafael Morales, Antonio Fernández-Caballero:
Detection of Unknown Defects in Semiconductor Materials from a Hybrid Deep and Machine Learning Approach. 356-365 - Diego Turrado, Ján Koloda, Mariano Rincón:
Using Temporal Information in Deep Learning Architectures to Improve Lane Detection Under Adverse Situations. 366-373 - Leandro Ruiz, Sebastián Díaz, José M. González, Francisco Cavas-Martínez:
Improvement of Fixation Elements Detection in Aircraft Manufacturing. 374-382 - Esther Fernández, F. Javier Garrigós, José Javier Martínez, Irene Cases, Manuel Jose Moreno, Luis Francisco Linares, Angel García, José Manuel Ferrández, Eduardo Fernández:
A New Artificial Intelligence Approach for the Radiographic Classification of Sacroiliitis. 383-390 - Laura Almón-Manzano, Rafael Pastor Vargas, José Manuel Cuadra Troncoso:
Deep Reinforcement Learning in Agents' Training: Unity ML-Agents. 391-400
Artificial Intelligence Applications
- Antonio Ramírez-de-Arellano, David Orellana-Martín, Mario J. Pérez-Jiménez:
Basic Arithmetic Calculations Through Virus-Based Machines. 403-412 - Javier Gamazo, José M. Cuadra Troncoso, Mariano Rincón:
An Efficient and Rotation Invariant Fourier-Based Metric for Assessing the Quality of Images Created by Generative Models. 413-422 - Luis-Eduardo Imbernón Cuadrado, Angeles Manjarrés Riesco, Félix de la Paz López:
A First-in-Class Block-Based Programming Language Distance Calculation. 423-432 - Pedro Salcedo Lagos, Pedro Pinacho Davidson, J. M. Angélica Pinninghoff, G. Gabriela Kotz, A. Ricardo Contreras:
An Approach to Emotions Through Lexical Availability. 433-442 - A. Ricardo Contreras, P. Valentina Hernández, Pedro Pinacho Davidson, M. Angélica Pinninghoff Junemann:
A Bacteria-Based Metaheuristic as a Tool for Group Formation. 443-451 - Miguel Ángel González Santamarta, Francisco J. Rodríguez-Lera, Francisco Martín, Camino Fernández, Vicente Matellán:
KANT: A Tool for Grounding and Knowledge Management. 452-461 - Miguel Díaz-Lozano, David Guijo-Rubio, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Clustering of COVID-19 Time Series Incidence Intensity in Andalusia, Spain. 462-471 - Goizalde Badiola-Zabala, José Manuel López-Guede, Julián Estévez, Manuel Graña:
Triage Prediction of a Real Dataset of COVID-19 Patients in Alava. 472-481 - Andrés Bustamante, Lidia M. Belmonte, António Pereira, Pascual González, Antonio Fernández-Caballero, Rafael Morales:
Vision-Based Human Posture Detection from a Virtual Home-Care Unmanned Aerial Vehicle. 482-491 - Rocío López Peco, Roberto Morollón Ruiz, Cristina Soto-Sánchez, Eduardo Fernández:
Development and Validation of a Novel Technology for Postural Analysis and Human Kinematics. 492-504 - Celia Garrido-Hidalgo, Luis Roda-Sanchez, Teresa Olivares, F. Javier Ramírez, Antonio Fernández-Caballero:
Multi-agent LoRaWAN Network for End-of-Life Management of Electric Vehicle Batteries. 505-514 - Nicola Milano, Michela Ponticorvo:
Spatial Frames of Reference and Action: A Study with Evolved Neuro-agents. 515-523 - Elena Pretel, Elena Navarro, Víctor López-Jaquero, Alejandro Moya, Pascual González:
Multi-Agent Systems in Support of Digital Twins: A Survey. 524-533 - José Santos, Óscar Sestayo, Ángel Beade, Manuel Rodríguez:
Automatic Selection of Financial Ratios by Means of Differential Evolution and for Predicting Business Insolvency. 534-544 - Paola Santana-Morales, Alberto F. Merchán, Alba Márquez-Rodríguez, Antonio J. Tallón-Ballesteros:
Feature Ranking for Feature Sorting and Feature Selection: FR4(FS)2. 545-550 - Belén Otero-Carrasco, Lucía Prieto Santamaría, Esther Ugarte Carro, Juan Pedro Caraça-Valente Hernández, Alejandro Rodríguez González:
A Computational Drug Repositioning Method for Rare Diseases. 551-561 - Verónica Dahl, Juan José Moreno-Navarro:
Doughnut Computing in City Planning for Achieving Human and Planetary Rights. 562-572 - Fermín Segovia, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez Illán, Francisco Jesús Martínez-Murcia, Jacob Rodriguez-Rivero, F. J. Leiva, C. Gaitan, J. M. Górriz:
Temperature Control and Monitoring System for Electrical Power Transformers Using Thermal Imaging. 573-582 - Susana Pineda de Luelmo, Elena Giraldo Del Viejo, Antonio S. Montemayor, Juan José Pantrigo:
Visual Parking Space Estimation Using Detection Networks and Rule-Based Systems. 583-592
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