Table of Contents

• Anomaly Detection of Security Threats to Cyber-Physical Systems: A StudyNicholas Jeffrey, Qing Tan, José R. Villar 0001. 3-12 [doi]
• Predictive Maintenance for Maintenance-Effective Manufacturing Using Machine Learning ApproachesBruno Mota 0003, Pedro Faria, Carlos Ramos 0001. 13-22 [doi]
• Estimation of Lamb Weight Using Transfer Learning and RegressionVirginia Riego-Del Castillo, Lidia Sánchez-González, Laura Fernández-Robles, Manuel Castejón Limas, Rubén Rebollar. 23-30 [doi]
• UAV Simulation for Object Detection and 3D Reconstruction Fusing 2D LiDAR and CameraDaniel Amigo, Jesús García, José M. Molina, Jorge Lizcano. 31-40 [doi]
• 2 Pollution Concentrations Prediction Approach Using AutoencodersM. I. Rodríguez-García, Javier González-Enrique, Juan Jesús Ruiz-Aguilar, Ignacio J. Turias. 41-50 [doi]
• CPU Computation Influence on Energy Consumption Forecasting Activities of a BuildingDaniel Ramos, Pedro Faria, Luis Gomes 0001, Zita A. Vale. 51-61 [doi]
• Python-Based Ecosystem for Agent Communities SimulationBruno Ribeiro, Helder Pereira, Luis Gomes 0001, Zita Vale. 62-71 [doi]
• Deep Learning Approach for the Prediction of the Concentration of Chlorophyll ɑ in Seawater. A Case Study in El Mar Menor (Spain)Javier González-Enrique, Juan Jesús Ruiz-Aguilar, Eduardo Madrid Navarro, Rosa Martínez Álvarez-Castellanos, Ivan Felis Enguix, José M. Jerez, Ignacio J. Turias. 72-85 [doi]
• A Hybrid Discrete Symbiotic Organisms Search Algorithm and List-Based Simulated Annealing Algorithm for Traveling Salesman ProblemVladimir Ilin, Dragan Simic, Marko Velickovic, Nemanja Garunovic. 89-97 [doi]
• Estimation of Distribution Algorithms Applied to the Next Release ProblemVíctor Pérez-Piqueras, Pablo Bermejo López, José A. Gámez 0001. 98-108 [doi]
• An Extremal Optimization Approach to the Pairwise Connectivity Critical Node Detection ProblemNoémi Gaskó, Tamás Képes, Mihai Suciu 0001, Rodica Ioana Lung. 109-118 [doi]
• Dimensional Reduction Applied to an Intelligent Model for Boost Converter Switching OperationLuis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca, Paulo Novais, Dragan Simic, José Luís Calvo-Rolle. 121-133 [doi]
• +?Paolo Fosci, Giuseppe Psaila. 134-145 [doi]
• Assessing the Efficient Market Hypothesis for Cryptocurrencies with High-Frequency Data Using Time Series ClassificationRafael Ayllón-Gavilán, David Guijo-Rubio, Pedro Antonio Gutiérrez, César Hervás-Martínez. 146-155 [doi]
• Blockchain for Supply Chain Traceability with Data ValidationCristian Valencia-Payan, David Griol, Juan Carlos Corrales. 156-165 [doi]
• Compression of Clustered Ship Trajectories for Context Learning and Anomaly DetectionDavid Sánchez Pedroche, Jesús García 0001, José Manuel Molina 0001. 166-175 [doi]
• DR Participants' Actual Response Prediction Using Artificial Neural NetworksCátia Silva, Pedro Faria, Zita A. Vale. 176-185 [doi]
• Non-linear Neural Models to Predict HRC Steel Price in SpainRoberto Alcalde, Daniel Urda, Carlos Alonso de Armiño, Santiago García, Manuel Manzanedo, Álvaro Herrero 0001. 186-194 [doi]
• First Steps Predicting Execution of Civil Works from Georeferenced Infrastructure DataBaterdene Batmunkh, José Antonio Chica Paez, Sergio Gil-Lopez, Maider Arana Bollar, Oihana Jauregi Zorzano, Andoni Aranguren Ubierna, Manuel Graña, J. David Nuñez-Gonzalez. 197-207 [doi]
• Virtual Sensor to Estimate Air Pollution Heavy Metals Using BioindicatorsMaría Inmaculada Rodríguez-García, Nawel Kouadria, Arantxa M. Ortega León, Javier González-Enrique, Ignacio J. Turias. 208-216 [doi]
• Regression Techniques to Predict the Growth of Potato TubersÁngel Arroyo, Carlos Cambra, Nuño Basurto, Carlos Rad, Milagros Navarro, Álvaro Herrero 0001. 217-225 [doi]
• Reliability-Sensitive Optimization for Provision of Ancillary Services by Tempo-Spatial Correlated Distributed Energy ResourcesPayam Teimourzadeh Baboli, Amin Raeiszadeh, Michael Brand, Sebastian Lehnhoff. 226-235 [doi]
• Predictive Maintenance of ATM Machines by Modelling Remaining Useful Life with Machine Learning TechniquesRiccardo Rosati, Luca Romeo, Víctor Manuel Vargas, Pedro Antonio Gutiérrez, César Hervás-Martínez, Lorenzo Bianchini, Alessandra Capriotti, Rosario Capparuccia, Emanuele Frontoni. 239-249 [doi]
• The Impact of Content Deletion on Tabular Data Similarity Using Contextual Word EmbeddingsJosé Pilaluisa, David Tomás. 250-259 [doi]
• Deep Learning-Based Dementia Prediction Using Multimodal DataDavid Ortiz-Perez, Pablo Ruiz-Ponce, David Tomás, José García Rodríguez. 260-269 [doi]
• Lightweight Models in Face Attribute Recognition: Performance Under OclussionsJaime Aznar-Espinosa, Ángela Sánchez-Pérez, José García Rodríguez, Javier Barrachina. 270-279 [doi]
• Small Vessel Detection in Changing Seaborne Environments Using Anchor-Free Detectors on Aerial ImagesPablo Ruiz-Ponce, David Ortiz-Perez, José García Rodríguez. 280-288 [doi]
• Improving Malware Detection with a Novel Dataset Based on API CallsManuel Torres, Rafael Álvarez, Miguel Cazorla. 289-298 [doi]
• Identifying Places Using Multimodal Social Network DataLuis Lucas, David Tomás, José García Rodríguez. 299-308 [doi]
• Monitoring Human Performance Through Deep Learning and Computer Vision in Industry 4.0David Alfaro-Viquez, Mauricio-Andrés Zamora-Hernández, Manuel Benavent-Lledó, José García Rodríguez, Jorge Azorín López. 309-318 [doi]
• Automatic Fish Size Estimation from Uncalibrated Fish Market Images Using Computer Vision and Deep LearningPau Climent-Pérez, Alejandro Galán-Cuenca, Nahuel Emiliano Garcí-a-d'Urso, Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló. 319-329 [doi]
• Vehicle Overtaking Hazard Detection over Onboard Cameras Using Deep Convolutional NetworksJorge García-González, Iván García Aguilar, Daniel Medina, Rafael Marcos Luque Baena, Ezequiel López-Rubio, Enrique Domínguez. 330-339 [doi]
• Image Classification Applied to the Problem of Conformity Check in IndustryNour Islam Mokhtari, Igor Jovancevic, Hamdi Ben Abdallah, Jean-José Orteu. 340-349 [doi]
• A Virtual Sensor Approach to Estimate the Stainless Steel Final Chemical CharacterisationDamián Nimo 0001, Javier González-Enrique, David Perez, Juan Almagro, Daniel Urda, Ignacio J. Turias. 350-360 [doi]
• Convolutional Neural Networks for Structured Industrial DataLuis Moles, Fernando Boto, Goretti Echegaray, Iván G. Torre. 361-370 [doi]
• Classification of Polymers Based on the Degree of Their Transparency in SWIR SpectrumDominik Stursa, Dusan Kopecký, Jiri Rolecek, Petr Dolezel, Bruno Baruque Zanon. 371-382 [doi]
• Deep Learning Based Baynat Foam Classification for Headliners ManufacturingRevanth Shankar Muthuselvam, Ramón Moreno, Mario Guemes, Miguel Del Río Cristobal, Ignacio de Rodrigo Tobías, Alvaro Jesús López López. 383-390 [doi]
• A GAN Approach for Anomaly Detection in Spacecraft TelemetriesCarlo Ciancarelli, Giorgio De Magistris, Salvatore Cognetta, Daniele Appetito, Christian Napoli, Daniele Nardi. 393-402 [doi]
• Management and Forecasting of the Demand for Caskets in the Funeral Sector. Study Before and During the Covid-19 PandemicCristina Martínez González, Athénaïs Sauvée, Santiago Porras Alfonso, Julio Cesar Puche Regaliza. 403-412 [doi]
• Explainable Artificial Intelligence for the Electric Vehicle Load Demand Forecasting ProblemJuan Alberto Gallardo-Gómez, Federico Divina, Alicia Troncoso, Francisco Martínez-Álvarez. 413-422 [doi]
• A Cluster-Based Deep Learning Model for Energy Consumption Forecasting in EthiopiaEjigu T. Habtermariam, Kula Kekeba, Alicia Troncoso, Francisco Martínez-Álvarez. 423-432 [doi]
• Abnormal Driving Behavior Identification Based on Naturalistic Driving Data Using LSTM Recurrent Neural NetworksFelipe Barreno, Matilde Santos 0001, Manuel G. Romana. 435-443 [doi]
• Identification of Critical Subgraphs in Drone Airways Graphs by Graph Convolutional NetworksIgone Morais-Quilez, Manuel Graña. 444-453 [doi]
• Robust Velocity Control of an Automated Guided Vehicle Using Artificial Neural NetworksJavier Argente Mena, Jesús Enrique Sierra-García, Matilde Santos Peñas. 454-463 [doi]
• Studying the Use of ANN to Estimate State-Space Variables for MIMO Systems in a NMPC StrategyAimar Alonso, Asier Zabaljauregi, Mikel Larrea, Eloy Irigoyen, Javier Sanchis. 464-473 [doi]
• Control of MIMO Systems with iMO-NMPC StrategyAsier Zabaljauregi, Aimar Alonso, Mikel Larrea, Eloy Irigoyen, Javier Sanchis. 474-483 [doi]
• Optimization of Trajectory Generation for Automatic Guided Vehicles by Genetic AlgorithmsEduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos 0001. 484-492 [doi]
• Complementing Direct Speed Control with Neural Networks for Wind Turbine MPPTEduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos 0001. 495-504 [doi]
• A Control Approach on Hybrid Floating Offshore Wind Turbines for Platform and Generated Power Oscillations Reduction at Below-rated Wind SpeedPayam Aboutalebi, Fares M'zoughi, Irfan Ahmad, Aitor J. Garrido, Izaskun Garrido. 505-514 [doi]
• Control Tuning by Genetic Algorithm of a Low Scale Model Wind TurbineGiordy Alexander Andrade Aimara, Segundo Esteban San Román, Matilde Santos 0001. 515-524 [doi]
• Pitch-Based Wind Turbine Tower Vibration Damping Optimized by Simulated AnnealingMikel Serrano, Jesús Enrique Sierra-García, Matilde Santos 0001, Giordy Alexander Andrade. 525-533 [doi]
• Neural Networks Techniques for Fault Detection and Offset Prediction on Wind Turbines SensorsFabio Rodríguez, William D. Chicaiza, Adolfo J. Sánchez, Juan Manuel Escaño. 534-543 [doi]
• Errors of Identifiers in Anonymous Databases: Impact on Data QualityPaulo Pombinho, Luís Cavique, Luís Correia 0001. 547-556 [doi]
• Feature-Aware Drop Layer (FADL): A Nonparametric Neural Network Layer for Feature SelectionManuel Jesús Jiménez-Navarro, María Martínez-Ballesteros, Isabel Sofia Sousa Brito, Francisco Martínez-Álvarez, Gualberto Asencio Cortés. 557-566 [doi]
• Classification Methods for MOBA GamesMarco A. Peña-Cubillos, Alejandro Villar-Ruiz, Antonio J. Tallón-Ballesteros, Yaoyang Wu, Simon Fong 0001. 567-574 [doi]
• Feature Ranking for Feature Sorting and Feature Selection, and Feature Sorting: FR4(FSoFS)$\wedge $FSoAntonio J. Tallón-Ballesteros, Alba Márquez-Rodríguez, Yaoyang Wu, Paola Santana-Morales, Simon Fong 0001. 575-583 [doi]
• Introducing Intelligence to the Semantic Analysis of Canadian Maritime Case Law: Case Based Reasoning ApproachBola Abimbola, Qing Tan, José Ramón Villar 0001. 587-595 [doi]
• Case-Based Reasoning for the Prediction of Flash FloodEnrique Fernádez, José Ramón Villar 0001, Alberto Navarro, Javier Sedano. 596-605 [doi]
• Weakly Supervised Learning of the Motion Resistance of a Locomotive Powered by Liquefied Natural GasLuciano Sánchez, Pablo Luque, Daniel Álvarez-Mántaras, José Otero, Nahuel Costa. 606-615 [doi]
• Node Location Optimization for Localizing UAVs in Urban ScenariosPaula Verde, Rubén Ferrero-Guillén, José-Manuel Alija-Pérez, Alberto Martínez-Gutiérrez, Javier Díez-González, Hilde Pérez. 616-625 [doi]
• Applying Deep Q-learning for Multi-agent Cooperative-Competitive EnvironmentsAnikó Kopacz, Lehel Csató, Camelia Chira. 626-634 [doi]
• A Comparison of Two Speech Emotion Recognition Algorithms: Pepper Humanoid Versus Bag of ModelsEnrique A. de la Cal, Javier Sedano, Alberto Gallucci, Paloma Valderde. 635-644 [doi]
• Fine-Tuning of Optimisation Parameters in a Firefly Algorithm in Inventory ManagementDragan Simic, José Luís Calvo-Rolle, José R. Villar 0001, Vladimir Ilin, Svetislav D. Simic, Svetlana Simic. 645-654 [doi]
• Security Centric Scalable Architecture for Distributed Learning and Knowledge PreservationRudolf Erdei, Daniela Delinschi, Oliviu Matei. 655-665 [doi]