Table of Contents

• Unsupervised Detection of Incoming and Outgoing Traffic Flows in Video SequencesJosé David Fernández-Rodríguez, Pablo Carmona-Martínez, Rafaela Benítez-Rochel, Miguel A. Molina-Cabello, Ezequiel López-Rubio. 3-12 [doi]
• A Decentralized Collision Avoidance Algorithm for Individual and Collaborative UAVsJulián Estévez, Daniel Caballero-Martin, José Manuel López-Guede, Manuel Graña. 13-22 [doi]
• Improved Surface Defect Classification from a Simple Convolutional Neural Network by Image Preprocessing and Data AugmentationFrancisco López de la Rosa, Lucía Moreno-Salvador, José L. Gómez-Sirvent, Rafael Morales 0001, Roberto Sánchez-Reolid, Antonio Fernández-Caballero 0001. 23-32 [doi]
• Prediction of Optimal Locations for 5G Base Stations in Urban Environments Using Neural Networks and Satellite Image AnalysisIván García Aguilar, Jesús Galeano-Brajones, Francisco Luna-Valero, Javier Carmona-Murillo, Jose David Fernández Rodríguez, Rafael M. Luque-Baena. 33-43 [doi]
• Enhanced Cellular Detection Using Convolutional Neural Networks and Sliding Window Super-Resolution InferenceIván García Aguilar, Rostyslav Zavoiko, Jose David Fernández Rodriguez, Rafael Marcos Luque Baena, Ezequiel López-Rubio. 44-54 [doi]
• Exploring Text-Driven Approaches for Online Action DetectionManuel Benavent-Lledó, David Mulero-Pérez, David Ortiz-Perez, José García Rodríguez 0001, Sergio Orts-Escolano. 55-64 [doi]
• Deep Learning for Assistive Decision-Making in Robot-Aided Rehabilitation TherapyDavid Martínez-Pascual, Jose M. Catalan, Luis Daniel Lledó, Andrea Blanco-Ivorra, Nicolás García Aracil. 65-74 [doi]
• Text-Driven Data Augmentation Tool for Synthetic Bird Behavioural GenerationDavid Mulero-Pérez, David Ortiz-Perez, Manuel Benavent-Lledó, José García Rodríguez 0001, Jorge Azorín López. 75-84 [doi]
• Deep Learning for Enhanced Risk Assessment in Home EnvironmentsJavier Rodríguez-Juan, David Ortiz-Perez, José García Rodríguez 0001, David Tomás 0001. 85-94 [doi]
• Lightweight CNNs for Advanced Bird Species Recognition on the EdgeAdrian Berenguer-Agullo, Javier Rodríguez-Juan, David Ortiz-Perez, José García Rodríguez 0001. 95-104 [doi]
• Learning Adaptable Utility Models for Morphological DiversityFrancella Campos-Alfaro, Carlos Jara, Alejandro Romero, Martín Naya-Varela, Richard J. Duro. 105-115 [doi]
• Deep Learning-Based Classification of Invasive Coronary Angiographies with Different Patch-Generation TechniquesAriadna Jiménez-Partinen, Esteban J. Palomo, Karl Thurnhofer-Hemsi, Jorge Rodríguez-Capitán, Ana I. Molina-Ramos. 116-125 [doi]
• Refinement of Protein Structures with a Memetic Algorithm. Examples with SARS-CoV-2 ProteinsJuan Luis Filgueiras, José Santos 0003. 129-139 [doi]
• Evolutionary Algorithms for Bin Packing Problem with Maximum Lateness and Waste MinimizationJesús Quesada, Francisco Javier Gil Gala, Marko Durasevic, María R. Sierra, Ramiro Varela. 140-149 [doi]
• Stationary Wavelet Entropy and Cat Swarm Optimization to Detect COVID-19Meng Wu, Shuwen Chen, Jiaji Wang, Shuihua Wang, Juan Manuel Górriz, Eugene Yu-Dong Zhang. 150-162 [doi]
• Private Inference on Layered Spiking Neural P SystemsMihail-Iulian Plesa, Marian Gheoghe, Florentin Ipate. 163-172 [doi]
• Cooperative Multi-fitness Evolutionary Algorithm for Scientific Workflows SchedulingPablo Barredo, Jorge Puente 0001. 173-182 [doi]
• A Genetic Approach to Green Flexible Job Shop Problem Under UncertaintySezin Afsar, Jorge Puente 0001, Juan José Palacios 0001, Inés González Rodríguez, Camino R. Vela. 183-192 [doi]
• AI Emmbedded in Drone ControlDaniel Caballero-Martin, José Manuel López-Guede, Julián Estévez, Manuel Graña. 195-204 [doi]
• Dual-System Recommendation Architecture for Adaptive Reading Intervention Platform for Dyslexic LearnersJ. Ignacio Mateo-Trujillo, Diego Castillo-Barnes, Ignacio Rodríguez-Rodríguez, Andrés Ortiz 0001, Alberto Peinado, Juan Luis Luque, Auxiliadora Sánchez-Gómez. 205-214 [doi]
• Accurate LiDAR-Based Semantic Classification for Powerline InspectionJavier Luna-Santamaria, Iván Gutierrez Rodríguez, J. Ramiro Martinez de Dios, Aníbal Ollero. 215-224 [doi]
• RESISTO Project: Automatic Detection of Operation Temperature Anomalies for Power Electric Transformers Using Thermal ImagingDavid López-García, Fermín Segovia, Jacob Rodriguez-Rivero, Javier Ramírez 0001, David Pérez, Raúl Serrano, Juan Manuel Górriz. 225-245 [doi]
• RESISTO Project: Safeguarding the Power Grid from Meteorological PhenomenaJacob Rodriguez-Rivero, David López-García, Fermín Segovia, Javier Ramírez 0001, Juan Manuel Górriz, R. Serrano, D. Pérez, Iván Maza, Aníbal Ollero, Pol Paradell Sola, Albert Gili Selga, José Luis Domínguez-García, Alejandro Romero, A. Berro, Rocío Domínguez, Inmaculada Prieto. 246-261 [doi]
• Multi-UAV System for Power-Line Failure Detection Within the RESISTO ProjectAlvaro Poma, Francisco Javier Roman-Escorza, Miguel Gil, Alvaro Caballero, Iván Maza, Aníbal Ollero. 262-272 [doi]
• Machine Learning Health Estimation for Lithium-Ion Batteries Under Varied ConditionsGabriel M. C. Leite, Jorge Pérez-Aracil, Carolina Gil Marcelino, Gabriel García-Gutiérrez, Milan Prodanovic, Enrique García-Quismondo, Sergio Pinilla, Jesús Palma, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz. 275-282 [doi]
• Energy Flux Prediction Using an Ordinal Soft Labelling StrategyAntonio M. Gómez-Orellana, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, Jorge Pérez-Aracil, Sancho Salcedo-Sanz, César Hervás-Martínez, David Guijo-Rubio. 283-292 [doi]
• Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning ParadigmAntonio M. Gómez-Orellana, Víctor Manuel Vargas, David Guijo-Rubio, Jorge Pérez-Aracil, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz, César Hervás-Martínez. 293-302 [doi]
• Data Augmentation Techniques for Extreme Wind Prediction ImprovementMarta Vega-Bayo, Antonio Manuel Gómez-Orellana, Víctor Manuel Vargas Yun, David Guijo-Rubio, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz. 303-313 [doi]
• Autoencoder Framework for General ForecastingDusan Fister, César Peláez-Rodríguez, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz. 314-322 [doi]
• Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble ModelCésar Peláez-Rodríguez, Laura Cornejo-Bueno, Dusan Fister, Jorge Pérez-Aracil, Sancho Salcedo-Sanz. 323-332 [doi]
• Machine Learning as Applied to Shape Parameterization of Submerged Arch StructuresWaldemar Hugo LLamosas-Mayca, Eugenio Lorente-Ramos, Jorge Pérez-Aracil, Alejandro M. Hernández-Díaz, Manuel D. García-Román, Sancho Salcedo-Sanz. 333-344 [doi]
• Towards the Conformation of Constructive Political Discussion Groups. A Computational ApproachPedro Pinacho Davidson, P. Valentina Hernández, A. Ricardo Contreras, Pedro Salcedo Lagos, María Angélica Pinninghoff, Karina Fuentes-Riffo. 347-357 [doi]
• Topic Detection in COVID-19 Mortality Time SeriesManuel Graña, Goizalde Badiola-Zabala, Guillermo Cano-Escalera. 358-367 [doi]
• Multicenter Prospective Blind External Validation of a Machine Learning Model for Predicting Heart Failure Decompensation: A 3-Hospital Validation StudyJon Kerexeta, Esperança Lladó Pascual, Cristina Martin, Nicola Goodfellow, Karina Anahi Ojanguren Carreira, Marco Manso, Barbara Guerra, Ladislav Stanke, Vohralík Tomás, Esteban Fabello, Tatiana Silva, Michael Scott, Glenda Fleming, Andoni Beristain, Manuel Graña. 368-377 [doi]
• Fidex: An Algorithm for the Explainability of Ensembles and SVMsGuido Bologna, Jean-Marc Boutay, Quentin Leblanc, Damian Boquete. 378-388 [doi]
• Mitigating Class Imbalance in Time Series with Enhanced Diffusion ModelsRyan Sijstermans, Chang Sun 0001, Enrique Hortal. 389-399 [doi]
• Measuring Spatial Behaviour and Cognition: A Method Based on Trajectories Analysis and Supported by Technology and Artificial IntelligenceMichela Ponticorvo, Maria Luongo, Antonietta Argiuolo, Onofrio Gigliotta. 400-409 [doi]
• Clustering COVID-19 Mortality Time SeriesMurat Razi, Manuel Graña. 410-419 [doi]
• Matrix Representation of Virus MachinesAntonio Ramírez-de-Arellano, Francis George C. Cabarle, David Orellana-Martín, Mario J. Pérez-Jiménez, Henry N. Adorna. 420-429 [doi]
• Networks of Splicing Processors with Various TopologiesVictor Mitrana, Mihaela Paun, José Ángel Sánchez Martín. 430-440 [doi]
• Brainstorming on Dataset Reduction from an Heuristic Bioinspired Green Computing ApproachAna Paula Aravena-Cifuentes, Lucia Porlan-Ferrando, J. David Nuñez-Gonzalez, Manuel Graña. 441-450 [doi]
• Diagnosis of Cervical Cancer Using a Deep Learning Explainable Fusion ModelAndrés Bueno-Crespo, Raquel Martínez España, Juan Morales-García, Ana Ortiz-González, Baldomero Imbernón, José Martínez-Más, Daniel Rosique-Egea, Mauricio A. Álvarez. 451-460 [doi]
• Blockchain Framework Tailored for Agricultural IoTsSalaheddine Kably, Nabih Alaoui, Mounir Arioua, Khalid Chougdali, Samira Khoulji, María Dolores Gómez-López. 461-473 [doi]
• Enhancing Plant Disease Detection in Agriculture Through YOLOv6 Integration with Convolutional Block Attention ModuleAbdelilah Haijoub, Anas Hatim, Mounir Arioua, Ahmed El Oualkadi, María Dolores Gómez-López. 474-484 [doi]
• The Implementation of Artificial Intelligence Based Body Tracking for the Assessment of Orientation and Mobility Skills in Visual Impaired IndividualsRoberto Morollón Ruiz, Joel Alejandro Cueva Garcés, Leili Soo, Eduardo Fernández 0001. 485-494 [doi]
• Application of Graph Fourier Transform in the Diagnosis of Left Bundle Branch Block from Electrocardiographic SignalsBeatriz del Cisne Macas Ordónez, Diego Vinicio Orellana Villavicencio, Marco Augusto Suing Ochoa, María Paula Bonomini. 495-503 [doi]
• Strict Left Bundle Branch Block Diagnose Through Explainable Artificial IntelligenceBeatriz del Cisne Macas Ordónez, F. Javier Garrigós, José Javier Martínez 0001, José Manuel Ferrández, Suraj Karki, María Paula Bonomini. 504-510 [doi]
• Cardiac Impulse Propagation in Left Bundle Branch BlockBeatriz del Cisne Macas Ordónez, Fernando Ingallina, Diego Vinicio Orellana Villavicencio, María Paula Bonomini. 511-517 [doi]
• Wearable Device Dataset for Stress DetectionAndrea Hongn, Lara Eleonora Prado, Facundo Bosch, María Paula Bonomini. 518-527 [doi]