Table of Contents

• One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAPÁlvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, María Teresa García-Ordás, José Luís Calvo-Rolle, Héctor Alaiz-Moretón. 3-14 [doi]
• Application of Anomaly Detection Models to Malware Detection in the Presence of Concept DriftDavid Escudero García, Noemí DeCastro-García. 15-26 [doi]
• Identification of Anomalies in Urban Sound Data with AutoencodersLaura Melgar-García, Maryam Hosseini, Alicia Troncoso. 27-38 [doi]
• Revisiting Histogram Based Outlier Scores: Strengths and WeaknessesIgnacio Aguilera-Martos, Julián Luengo, Francisco Herrera. 39-48 [doi]
• Model Performance Prediction: A Meta-Learning Approach for Concept Drift DetectionFernanda A. Melo, André C. P. L. F. de Carvalho, Ana Carolina Lorena, Luís Paulo F. Garcia. 51-62 [doi]
• Reinforcing Assessment Processes Using Proactive Case-Based Reasoning MechanismsJaime Leite, Orlando Belo. 63-72 [doi]
• Meta-Learning for Hyperparameters Tuning in CNNs for Chest ImagesJesús García-Ramírez, Rodrigo Ramos Díaz, Jimena Olveres, Boris Escalante-Ramírez. 73-83 [doi]
• A Fuzzy Logic Ensemble Approach to Concept Drift DetectionCarlos del Campo, Borja Sanz 0001, Jon Díaz, Enrique Onieva. 84-96 [doi]
• Multi-Task Gradient BoostingSeyedsaman Emami, Carlos Ruiz Pastor, Gonzalo Martínez-Muñoz. 97-107 [doi]
• Exploratory Study of Data Sampling Methods for Imbalanced Legal Text ClassificationDaniela L. Freire, Alex M. G. de Almeida, Márcio de Souza Dias, Adriano Rivolli, Fabíola S. F. Pereira, Giliard Almeida de Godoi, André C. P. L. F. de Carvalho. 108-120 [doi]
• Exploring Delay Reduction on Edge Computing Architectures from a Heuristic ApproachHilal Alawneh, Jose David Nuñez-Gonzalez, Manuel Graña. 121-132 [doi]
• Probability Density Function for Clustering ValidationPau Figuera, Alfredo Cuzzocrea, Pablo García Bringas. 133-144 [doi]
• Comprehensive Analysis of Different Techniques for Data Augmentation and Proposal of New Variants of BOSME and GANAsier Garmendia-Orbegozo, Jose David Nuñez-Gonzalez, Miguel Angel Anton Gonzalez, Manuel Graña. 145-155 [doi]
• Multidimensional Models Supported by Document-Oriented DatabasesRosa Matias, Maria Beatriz Piedade. 156-167 [doi]
• Financial Distress Prediction in an Imbalanced Data Stream EnvironmentRubens Marques Chaves, André Luis Debiaso Rossi, Luís Paulo Faina Garcia. 168-179 [doi]
• Improving the Quality of Quantum Services Generation Process: Controlling Errors and NoiseJaime Alvarado-Valiente, Javier Romero-Álvarez, Danel Arias, Erik B. Terres, José García-Alonso, Enrique Moguel, Pablo García Bringas, Juan Manuel Murillo. 180-191 [doi]
• Comparison of Deep Reinforcement Learning Path-Following System Based on Road Geometry and an Adaptive Cruise Control for Autonomous VehiclesFelipe Barreno, Matilde Santos 0001, Manuel G. Romana. 192-203 [doi]
• A New Hybrid CNN-LSTM for Wind Power Forecasting in EthiopiaE. Tefera, María Martínez-Ballesteros, Alicia Troncoso, Francisco Martínez-Álvarez. 207-218 [doi]
• Companion Classification Losses for Regression ProblemsAitor Sánchez-Ferrera, José R. Dorronsoro. 219-230 [doi]
• Analysis of Transformer Model ApplicationsM. I. Cabrera-Bermejo, María José del Jesus, Antonio J. Rivera, David A. Elizondo, Francisco Charte, M. Dolores Pérez-Godoy. 231-243 [doi]
• Real-Time Workflow Scheduling in Cloud with Recursive Neural Network and List SchedulingVahab Samandi, Peter Tino, Rami Bahsoon. 244-255 [doi]
• Robust Losses in Deep RegressionAdrián Rubio, José R. Dorronsoro. 256-268 [doi]
• Structure Learning in Deep Multi-Task ModelsCarlos Ruiz, Carlos M. Alaíz, José R. Dorronsoro. 269-280 [doi]
• Validating by Deep Learning an Efficient Method for Genomic Sequence Analysis: Genomic SpectrogramsAna Guerrero-Tamayo, Borja Sanz-Urquijo, Concepción Casado, María-Dolores Moragues Tosantos, Isabel Olivares, Iker Pastor-López. 281-292 [doi]
• Sentiment Analysis for Vietnamese - Based Hybrid Deep Learning ModelsCach N. Dang, María N. Moreno García, Fernando de la Prieta, Kien V. Nguyen, Vuong M. Ngo. 293-303 [doi]
• Optimizing LIME Explanations Using REVEL MetricsIván Sevillano-García, Julián Luengo, Francisco Herrera. 304-313 [doi]
• Assessing the Impact of Noise on Quantum Neural Networks: An Experimental AnalysisErik Terres Escudero, Danel Arias Alamo, Oier Mentxaka Gómez, Pablo García Bringas. 314-325 [doi]
• Varroa Mite Detection Using Deep Learning TechniquesJose Divasón, Francisco Javier Martínez de Pisón, Ana Romero 0001, Pilar Santolaria, Jesús Yániz. 326-337 [doi]
• Enhancing Evolutionary Optimization Performance Under Byzantine Fault ConditionsCarlos Cotta. 341-351 [doi]
• A Hybrid Based Genetic Algorithm for Solving the Clustered Generalized Traveling Salesman ProblemOvidiu Cosma, Petrica C. Pop, Laura Cosma. 352-362 [doi]
• Feature Ranking for Feature Sorting and Feature Selection with OptimisationPaola Santana-Morales, Gretel Alonso, Isabela Ortigosa de Araujo, Jessica Coto Palacio, Raquel Beltran-Barba, Luís M. Correia, Antonio J. Tallón-Ballesteros. 363-371 [doi]
• Efficient Simulation of Pollutant Dispersion Using Machine LearningGuido F. M. G. Carvalho, Douglas F. Corrêa, David A. Pelta, Diego C. Knupp, Antônio José da Silva Neto. 372-383 [doi]
• Hybrid Intelligent Parsimony Search in Small High-Dimensional DatasetsJose Divasón, Alpha V. Pernía-Espinoza, Ana Romero 0001, Francisco J. Martínez de Pisón Ascacibar. 384-396 [doi]
• An Integer Linear Programming Model for Team Formation in the Classroom with ConstraintsGonzalo Candel, Víctor Sánchez-Anguix, Juan M. Alberola, Vicente Julián, Vicent J. Botti. 397-408 [doi]
• Improved Evolutionary Approach for Tuning Topic Models with Additive RegularizationMaria Khodorchenko, Nikolay Butakov, Denis A. Nasonov. 409-420 [doi]
• Time of Arrival Error Characterization for Precise Indoor Localization of Autonomous Ground VehiclesRubén Álvarez, Rubén Ferrero-Guillén, Paula Verde, Alberto Martínez-Gutiérrez, Javier Díez-González, Hilde Pérez 0001. 421-432 [doi]
• Feature Selection Based on a Decision Tree Genetic AlgorithmMihai Alexandru Suciu, Rodica Ioana Lung. 433-444 [doi]
• Exact and Heuristic Lexicographic Methods for the Fuzzy Traveling Salesman ProblemBoris Pérez-Cañedo, Pavel Novoa-Hernández, David A. Pelta, José Luis Verdegay Galdeano. 445-456 [doi]
• A Novel Genetic Algorithm with Specialized Genetic Operators for ClusteringHermes Robles-Berumen, Amelia Zafra, Sebastián Ventura. 457-468 [doi]
• The Analysis of Hybrid Brain Storm Optimisation Approaches in Feature SelectionDragan Simic, Zorana Bankovic, José R. Villar 0001, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic. 469-480 [doi]
• Supporting Emotion Recognition in Human-Robot Interactions: An Experimental Italian Textual DatasetAntonino Asta, Alfredo Cuzzocrea, Alessia Fantini, Giovanni Pilato, Pablo García Bringas. 483-494 [doi]
• Hybrid Intelligent Control for Maximum Power Point Tracking of a Floating Wind TurbineEduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos Peñas. 495-506 [doi]
• Statistical Dialog Tracking and Management for Task-Oriented Conversational SystemsDavid Griol, Zoraida Callejas. 507-518 [doi]
• A Causally Explainable Deep Learning Model with Modular Bayesian Network for Predicting Electric Energy DemandSeok-Jun Bu, Sung-Bae Cho. 519-532 [doi]
• Using Large Language Models for Interpreting Autonomous Robots BehaviorsMiguel Ángel González Santamarta, Laura Fernández-Becerra, David Sobrín-Hidalgo, Ángel Manuel Guerrero Higueras, Irene González, Francisco J. Rodríguez Lera. 533-544 [doi]
• Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 BatteriesAntonio Díaz-Longueira, Álvaro Michelena, Míriam Timiraos, Francisco Zayas-Gato, Héctor Quintián, Carmen Benavides-Cuellar, Héctor Alaiz-Moretón, José Luís Calvo-Rolle, María Teresa García-Ordás. 545-553 [doi]
• To Enhance Full-Text Biomedical Document Classification Through Semantic EnrichmentCarlos Adriano Gonçalves, A. Seara Vieira, Célia Talma Gonçalves, Lourdes Borrajo, Rui Camacho, Eva Lorenzo Iglesias. 554-565 [doi]
• Predicting Innovative Cities Using Spatio-Temporal Activity PatternsRicardo Muñoz-Cancino, Sebastián A. Ríos, Manuel Graña. 566-576 [doi]
• Daily Accumulative Photovoltaic Energy Prediction Using Hybrid Intelligent ModelAntonio Díaz-Longueira, Míriam Timiraos, Juan Albino Méndez Pérez, José Luís Casteleiro-Roca, Esteban Jove. 577-588 [doi]
• Comparison of Geospatial Trajectory Clustering and Feature Trajectory Clustering for Public Transportation Trip DataHéctor Cogollos Adrián, Bruno Baruque Zanon, Santiago Porras Alfonso, Petr Dolezel. 589-599 [doi]
• Adapting YOLOv8 as a Vision-Based Animal Detection System to Facilitate HerdingVirginia Riego-Del Castillo, Juan Felipe García Sierra, Lidia Sánchez-González. 603-610 [doi]
• Image Classification Understanding with Model Inspector ToolFlávio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin. 611-622 [doi]
• Study on Synthetic Video Generation of Embryo DevelopmentPedro Celard, Adrián Seara Vieira, José Manuel Sorribes-Fdez, Rubén Romero, Eva Lorenzo Iglesias, María Lourdes Borrajo Diz. 623-634 [doi]
• Image Reconstruction Using Cellular Automata and Neural NetworksMihai-Adrian Loghin, Anca-Mirela Andreica. 635-646 [doi]
• Monte-Carlo Tree Search for Multi-agent Pathfinding: Preliminary ResultsYelisey Pitanov, Alexey Skrynnik, Anton Andreychuk, Konstantin S. Yakovlev, Aleksandr Panov. 649-660 [doi]
• The Problem of Concept Learning and Goals of Reasoning in Large Language ModelsAnfisa A. Chuganskaya, Alexey K. Kovalev, Aleksandr Panov. 661-672 [doi]
• Multi-agent System for Multimodal Machine Learning Object DetectionEduardo Coelho, Nuno Pimenta, Hugo Peixoto, Dalila Durães, Pedro Melo-Pinto, Victor Alves, Lourenço Bandeira, José Machado 0001, Paulo Novais. 673-681 [doi]
• Convolutional Neural Networks for Diabetic Retinopathy Grading from iPhone Fundus ImagesSamuel Lozano-Juárez, Nuria Velasco-Pérez, Ian Roberts, Jerónimo Bernal, Nuño Basurto, Daniel Urda, Álvaro Herrero 0001. 685-697 [doi]
• Risk Factors and Survival After Premature Hospital Readmission in Frail Subjects with DeliriumGuillermo Cano-Escalera, Manuel Graña, Ariadna Besga. 698-708 [doi]
• Generalizing an Improved GrowCut Algorithm for Mammography Lesion DetectionCristiana Moroz-Dubenco, Laura Diosan, Anca Andreica. 709-720 [doi]
• Coherence of COVID-19 Mortality of Spain Versus Western European CountriesGoizalde Badiola-Zabala, Manuel Graña, José Manuel López-Guede. 721-730 [doi]
• A Feature Selection and Association Rule Approach to Identify Genes Associated with Metastasis and Low Survival in SarcomaM. Lourdes Linares-Barrera, María Martínez-Ballesteros, José Manuel García-Heredia, José C. Riquelme. 731-742 [doi]
• Analysis of Frequency Bands in Electroencephalograms for Automatic Detection of Photoparoxysmal ResponsesFernando Moncada Martins, Víctor M. González 0002, José R. Villar 0001, Beatriz García-López, Ana Isabel Gómez-Menéndez. 743-754 [doi]
• Textural and Shape Features for Lesion Classification in Mammogram AnalysisAdél Bajcsi, Camelia Chira. 755-767 [doi]
• Intent Recognition Using Recurrent Neural Networks on Vital Sign Data: A Machine Learning ApproachSamson Mihirette, Qing Tan, Enrique Antonio de la Cal Marín. 768-779 [doi]