Table of Contents

• A Comparison of Machine Learning Techniques for the Detection of Type-4 PhotoParoxysmal Responses in Electroencephalographic SignalsFernando Moncada, Víctor M. González 0002, Beatriz García, Víctor Álvarez, José R. Villar 0001. 3-13 [doi]
• Smartwatch Sleep-Tracking Services Precision Evaluation Using Supervised Domain AdaptationEnrique A. de la Cal, Mirko Fáñez, M. Dolores Apolo, Andrés García-Gómez, Víctor M. González. 14-26 [doi]
• Tracking and Classification of Features in the Bio-Inspired Layered NetworksNaohiro Ishii, Kazunori Iwata 0001, Naoto Mukai, Kazuya Odagiri, Tokuro Matsuo. 27-38 [doi]
• Frailty Related Survival Risks at Short and Middle Term of Older Adults Admitted to HospitalGuillermo Cano-Escalera, Manuel Graña, Ariadna Besga. 39-47 [doi]
• On the Analysis of a Real Dataset of COVID-19 Patients in AlavaGoizalde Badiola-Zabala, José Manuel López-Guede, Julián Estévez, Manuel Graña. 48-59 [doi]
• Indoor Access Control System Through Symptomatic Examination Using IoT Technology, Fog Computing and Cloud ComputingRaúl López-Blanco, Ricardo S. Alonso, Javier Prieto 0001, Sara Rodríguez-González, Juan M. Corchado. 60-72 [doi]
• Measuring the Quality Information of Sources of Cybersecurity by Multi-Criteria Decision Making TechniquesNoemí DeCastro-García, Enrique Pinto. 75-87 [doi]
• A Case of Study with the Clustering R Library to Measure the Quality of Cluster AlgorithmsLuis Alfonso Pérez Martos, Ángel Miguel García-Vico, Pedro González 0001, Cristóbal José Carmona. 88-97 [doi]
• Comparing Clustering Techniques on Brazilian Legal Document DatasetsJoão Pedro Lima, José Alfredo F. Costa. 98-110 [doi]
• Improving Short Query Representation in LDA Based Information Retrieval SystemsPedro Celard, Eva Lorenzo Iglesias, José Manuel Sorribes-Fdez, Rubén Romero, Adrián Seara Vieira, Lourdes Borrajo. 111-122 [doi]
• A New Game Theoretic Based Random Forest for Binary ClassificationMihai Alexandru Suciu, Rodica Ioana Lung. 123-132 [doi]
• Concept Drift Detection to Improve Time Series Forecasting of Wind Energy GenerationTomás Cabello-López, Manuel Cañizares-Juan, Manuel Carranza-García, Jorge García-Gutiérrez, José C. Riquelme. 133-140 [doi]
• A Decision Support Tool for the Static Allocation of Emergency Vehicles to StationsMiguel Ángel Vecina, Joan C. Moreno, Yulia Karpova, Juan M. Alberola, Víctor Sánchez-Anguix, Fulgencia Villa, Eva Vallada. 141-152 [doi]
• Adapting K-Means Algorithm for Pair-Wise Constrained Clustering of Imbalanced Data StreamsSzymon Wojciechowski, Germán González-Almagro, Salvador García, Michal Wozniak 0001. 153-163 [doi]
• Small Wind Turbine Power Forecasting Using Long Short-Term Memory Networks for Energy Management SystemsEsteban Jove, Santiago Porras, Bruno Baruque, José Luís Calvo-Rolle. 164-174 [doi]
• CORE-BCD-mAI: A Composite Framework for Representing, Querying, and Analyzing Big Clinical Data by Means of Multidimensional AI ToolsAlfredo Cuzzocrea, Pablo García Bringas. 175-185 [doi]
• Generalized Fisher Kernel with Bregman DivergencePau Figuera, Alfredo Cuzzocrea, Pablo García Bringas. 186-194 [doi]
• A HAIS Approach to Predict the Energy Produced by a Solar PanelÁngel Arroyo, Héctor Quintián, José Luís Calvo-Rolle, Nuño Basurto, Álvaro Herrero 0001. 195-207 [doi]
• Companion Losses for Ordinal RegressionDavid Díaz-Vico, Ángela Fernández 0001, José R. Dorronsoro. 211-222 [doi]
• Convex Multi-Task Learning with Neural NetworksCarlos Ruiz, Carlos M. Alaíz, José R. Dorronsoro. 223-235 [doi]
• Smash: A Compression Benchmark with AI Datasets from Remote GPU Virtualization SystemsCristian Peñaranda, Carlos Reaño, Federico Silla. 236-248 [doi]
• Time Series Forecasting Using Artificial Neural Networks - A Model for the IBEX 35 IndexDaniel González-Cortés, Enrique Onieva, Iker Pastor, Jian Wu. 249-260 [doi]
• A Fine-Grained Study of Interpretability of Convolutional Neural Networks for Text ClassificationMaite Giménez, Ares Fabregat-Hernández, Raül Fabra-Boluda, Javier Palanca, Vicent J. Botti. 261-273 [doi]
• Olive Phenology Forecasting Using Information Fusion-Based Imbalanced Preprocessing and Automated Deep LearningAndrés Manuel Chacón-Maldonado, Miguel Angel Molina-Cabanillas, Alicia Troncoso, Francisco Martínez-Álvarez, Gualberto Asencio Cortés. 274-285 [doi]
• Architecture for Fault Detection in Sandwich Panel Production Using Visual AnalyticsSebastian Lopez Florez, Marcos Severt Silva, Alfonso González-Briones, Pablo Chamoso. 286-297 [doi]
• Deep Reinforcement Learning-Based Resource Allocation for mm-Wave Dense 5G NetworksJerzy Martyna. 298-307 [doi]
• Evolutionary Triplet Network of Learning Disentangled Malware Space for Malware ClassificationKyoung-won Park, Seok-Jun Bu, Sung-Bae Cho. 311-322 [doi]
• A Two-Level Hybrid Based Genetic Algorithm to Solve the Clustered Shortest-Path Tree Problem Using the Prüfer CodeAdrian Petrovan, Petrica C. Pop, Cosmin Sabo, Ioana Zelina. 323-334 [doi]
• New Hybrid Methodology Based on Particle Swarm Optimization with Genetic Algorithms to Improve the Search of Parsimonious Models in High-Dimensional DatabasesJose Divasón, Alpha V. Pernía-Espinoza, Francisco J. Martínez de Pisón Ascacibar. 335-347 [doi]
• Evolving Dynamic Route Generators for Open-Ended ARPsAlejandro González Casal, Pedro José Trueba Martínez, Abraham Prieto García. 348-359 [doi]
• SHAP Algorithm for Healthcare Data ClassificationSamson Mihirette, Qing Tan. 363-374 [doi]
• Assessment of Creditworthiness Models Privacy-Preserving Training with Synthetic DataRicardo Muñoz-Cancino, Cristián Bravo, Sebastián A. Ríos, Manuel Graña. 375-384 [doi]
• Combination of Neural Networks and Reinforcement Learning for Wind Turbine Pitch ControlJesús Enrique Sierra-García, Matilde Santos 0001. 385-392 [doi]
• Survey for Big Data Platforms and Resources Management for Smart CitiesCarlos Alves, António Chaves, Carla Rodrigues, Eduarda Ribeiro, António Silva 0004, Dalila Durães, José Machado 0001, Paulo Novais. 393-404 [doi]
• A Proposal for Developing and Deploying Statistical Dialog Management in Commercial Conversational PlatformsPablo Cañas, David Griol, Zoraida Callejas. 405-416 [doi]
• Roadway Detection Using Convolutional Neural Network Through Camera and LiDAR DataMartín Bayón-Gutiérrez, José Alberto Benítez-Andrades, Sergio Rubio-Martín, Jose Aveleira-Mata, Héctor Alaiz-Moretón, María Teresa García-Ordás. 419-430 [doi]
• A Conversational Agent for Medical Disclosure of Sexually Transmitted InfectionsJoan C. Moreno, Víctor Sánchez-Anguix, Juan M. Alberola, Vicente Julián, Vicent J. Botti. 431-442 [doi]
• A Neuro-Symbolic AI System for Visual Question Answering in Pedestrian Video SequencesJaeil Park, Seok-Jun Bu, Sung-Bae Cho. 443-454 [doi]
• Aspects on Image Edge Detection Based on Sensitive Swarm IntelligenceCristina Ticala, Camelia-Mihaela Pintea, Gloria Cerasela Crisan, Oliviu Matei, Mara Hajdu-Macelaru, Petrica C. Pop. 455-465 [doi]
• Black Widow Optimization for the Node Location Problem in Localization Wireless Sensor NetworksPaula Verde, Javier Díez-González, Alberto Martínez-Gutiérrez, Rubén Ferrero-Guillén, Rubén Álvarez, Hilde Pérez. 469-480 [doi]
• Hybrid Intelligent Model for Classification of the Boost Converter Switching OperationLuis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca, Paulo Novais, Dragan Simic, José Luís Calvo-Rolle. 481-493 [doi]
• A Comparison of Meta-heuristic Based Optimization Methods Using Standard BenchmarksEnol García González, José R. Villar 0001, Camelia Chira, Javier Sedano. 494-504 [doi]
• An Analysis on Hybrid Brain Storm Optimisation AlgorithmsDragan Simic, Zorana Bankovic, José R. Villar 0001, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic. 505-516 [doi]