Abstract is missing.
- A Comparison of Techniques for Virtual Concept Drift DetectionManuel L. González, Javier Sedano, Ángel M. García-Vico, José Ramón Villar. 3-13 [doi]
- Dimensional Reduction on an Intelligent Model for Efficiency Improvement of Switching Modes DetectionLuis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca, Hubert Berger, Dragan Simic, José Luís Calvo-Rolle. 14-23 [doi]
- Performance and Explainability of Reservoir Computing Models for Industrial PrognosisUnai Armentia, Irantzu Barrio, Javier Del Ser. 24-36 [doi]
- A Data-Driven Approach for Components Useful Life Estimation in Wind TurbinesAlejandro Zornoza Martínez, Jesus Martínez-Gómez, José A. Gámez 0001. 37-47 [doi]
- Towards Adaptive Gamification in Small Online CommunitiesVíctor Sánchez-Anguix, Juan M. Alberola, Vicente Julián. 48-57 [doi]
- LSTM vs CNN in Real Ship Trajectory ClassificationJuan Pedro Llerena, Jesús García 0001, José Manuel Molina. 58-67 [doi]
- A Comparison of Learning Approaches to Dialogue Management in Conversational SystemsDavid Griol, Zoraida Callejas. 68-77 [doi]
- Aspect-Based Sentiment Analysis in Drug Reviews Based on Hybrid Feature LearningAsmaa Hashem Sweidan, Nashwa El-Bendary, Haytham Al-Feel. 78-87 [doi]
- Low-Cost Deep Learning-Based Prototype for Automatic Identification of Traffic Signs in VehiclesEnol García González, José Ramón Villar, Enrique A. de la Cal. 91-100 [doi]
- Visual Mining of Industrial Gas Turbines Sensor Data as an Industry 4.0 ApplicationAngel X. Astudillo Aguilar, Stefano Rosso, Karina Gibert, Alfredo Vellido. 101-111 [doi]
- Visually Monitoring the Performance of a Component-Based RobotNuño Basurto, Carlos Cambra, Álvaro Herrero. 112-121 [doi]
- Optimizing Communication Data Streams in Edge Computing Systems Using Bayesian AlgorithmsNerea Gómez Larrakoetxea, Borja Sanz-Urquijo, Iker Pastor-López, Jon García-Barruetabeña, Pablo García Bringas. 122-131 [doi]
- Time Series Forecasting of Gold Prices with the Help of Its Decomposition and Multivariate Adaptive Regression SplinesFernando Sánchez Lasheras, Paulino José García Nieto, Esperanza García Gonzalo, Gregorio Fidalgo Valverde, Alicja Krzemien. 135-144 [doi]
- Time Series Analysis for the COMEX Gold Spot Price Forecasting by Using NARX DE/SVR and DE/GPR TechniquesEsperanza García Gonzalo, Paulino José García Nieto, Gregorio Fidalgo Valverde, Pedro Riesgo Fernández, Fernando Sánchez Lasheras. 145-154 [doi]
- Data Mines in Real Estate Web Pages: Investigation of Changes in the Czech Real Estate Market Based on Elasticity and on Modified Price Volume IndicatorAlena Pozdílková, Jaroslav Marek. 155-164 [doi]
- The Weak Supervision Approach for Question Answering over Text Using Triplets Recovering with QA-Based RankersDmitriy Alexandrov, Nikolay Butakov, Timur Sokhin. 167-177 [doi]
- VR-Photosense: A Virtual Reality Photic Stimulation Interface for the Study of PhotosensitivitySofía Martín, Víctor Álvarez, Beatriz García-López, Víctor M. González, José R. Villar. 178-186 [doi]
- Guidance of Unmanned Surface Vehicle Fleet Using Genetic Algorithm-Based ApproachMiroslav Dvorak, Petr Dolezel, Dominik Stursa, Mohamed Chouai. 187-197 [doi]
- Toward Reusing the Numerical Association Rule Mining ModelsIztok Fister 0001, Andrés Iglesias 0001, Akemi Gálvez, Iztok Fister 0001. 198-206 [doi]
- Powering Soft Querying in J-CO-QL with JavaScript FunctionsPaolo Fosci, Giuseppe Psaila. 207-221 [doi]
- Image Reconstruction of Colored Bitmap Fractal Images Through Bat Algorithm and Color-Based Image ClusteringAkemi Gálvez, Iztok Fister 0001, Iztok Fister Jr., Andrés Iglesias 0001. 222-232 [doi]
- Intraday Energy Resource Scheduling for Load Aggregators Considering Local MarketJosé Almeida 0001, João P. Soares, Bruno Canizes, Iván S. Razo-Zapata, Zita A. Vale. 233-242 [doi]
- Energy Predictions for System on a Chip SolutionsLuis Gomes 0001, Zita A. Vale. 243-250 [doi]
- Texture Descriptors for Automatic Classification of Surface Defects of the Hot-Rolled Steel StripVirginia Riego-Del Castillo, Lidia Sánchez-González, Alexis Gutiérrez-Fernández. 251-260 [doi]
- PhrasIS: Phrase Inference and Similarity BenchmarkIñigo Lopez-Gazpio, José Gaviria de la Puerta, P. García, Hugo Sanjurjo-González, B. Sanz, Montserrat Maritxalar, Eneko Agirre. 261-272 [doi]
- A Scalable and Flexible Open Source Big Data Architecture for Small and Medium-Sized EnterprisesLuis Íñiguez, Mikel Galar. 273-282 [doi]
- Codebook-Based Near-Duplicate Video DetectionGuillermo Hernández 0001, Angélica González Arrieta, Paulo Novais, Sara Rodríguez. 283-293 [doi]
- Automatic Individual Tree Detection from Combination of Aerial Imagery, LiDAR and Environment ContextDaniel Amigo Herrero, David Sánchez Pedroche, Jesús García 0001, José M. Molina. 294-303 [doi]
- A First Prototype of an Emotional Smart SpeakerEnrique A. de la Cal, Alberto Gallucci, José Ramón Villar, Kaori Yoshida, Mario Koeppen. 304-313 [doi]
- A New Information Infrastructure Approach for End-To-End Supply Chain ManagementDragan Simic, José Luís Calvo-Rolle, José R. Villar, Vladimir Ilin, Svetislav D. Simic, Svetlana Simic. 314-323 [doi]
- Hierarchical Color Quantization with a Neural Gas Model Based on Bregman DivergencesEsteban J. Palomo, Jesús Benito-Picazo, Enrique Domínguez, Ezequiel López-Rubio, Francisco Ortega-Zamorano. 327-337 [doi]
- Autoencoder and Modified YOLOv3 Based Firearms Object Detection in X-ray Baggage Images to Enhance Aviation SafetyMohamed Chouai, Mostefa Merah, José-Luis Sancho-Gómez, Petr Dolezel. 338-347 [doi]
- Predicting Landslides with Machine Learning Methods Using Temporal Sequences of Meteorological DataByron Guerrero Rodríguez, Jaime Salvador-Meneses, José García Rodríguez. 348-357 [doi]
- Webpage Categorization Using Deep LearningChristian Mejía Escobar, Miguel Cazorla, Ester Martínez-Martín. 358-368 [doi]
- Exploiting the Relationship Between Visual and Textual Features in Social Networks for Image Classification with Zero-Shot Deep LearningLuis Lucas, David Tomás, José García Rodríguez. 369-378 [doi]
- Improving Landslides Prediction: Meteorological Data Preprocessing Using Random Forest-Based Feature SelectionByron Guerrero Rodríguez, Jaime Salvador-Meneses, José García Rodríguez. 379-387 [doi]
- Foreground Segmentation Improvement by Image Denoising Preprocessing Applied to Noisy Video SequencesJorge García-Gozález, Juan Miguel Ortiz-de-Lazcano-Lobato, Rafael Marcos Luque Baena, Ezequiel López-Rubio. 388-397 [doi]
- Predicting Human Actions in the Assembly Process for Industry 4.0Mauricio-Andrés Zamora-Hernández, Jose Andrez Chaves Ceciliano, Alonso Villalobos Granados, José García Rodríguez, Jorge Azorín López. 398-407 [doi]
- Medical Catheters Grasping Point Detection with Quality ControlDominik Stursa, Petr Dolezel, Bruno Baruque Zanon. 408-418 [doi]
- Sentiment Analysis and Image Classification in Social Networks with Zero-Shot Deep Learning: Applications in TourismLuis Lucas, David Tomás, José García Rodríguez. 419-428 [doi]
- Estimating Context Aware Human-Object Interaction Using Deep Learning-Based Object Recognition ArchitecturesIván San Martín Fernández, Sergiu Oprea, John Alejandro Castro-Vargas, Pablo Martinez-Gonzalez, José García Rodríguez. 429-438 [doi]
- Interaction Estimation in Egocentric Videos via Simultaneous Hand-Object RecognitionManuel Benavent-Lledó, Sergiu Oprea, John Alejandro Castro-Vargas, Pablo Martinez-Gonzalez, José García Rodríguez. 439-448 [doi]
- Evolutive Tuning Optimization of a PID Controller for Autonomous Path-Following RobotMikel Rico Abajo, Jesús Enrique Sierra-García, Matilde Santos 0001. 451-460 [doi]
- Intelligent Hybrid Controllers for the Blade Angle of Floating Wind TurbinesCarlos L. Serrano-Barreto, Jesús Enrique Sierra-García, Matilde Santos 0001. 461-470 [doi]
- Generation of Restricted Zones for AGVs Routes by Clustering AlgorithmsMarcos Millán, Jesús Enrique Sierra-García, Matilde Santos 0001. 471-479 [doi]
- Iterative Obstacle Avoidance Algorithm for Mobile RobotsJesús Enrique Sierra-García, Marcos Millán, Matilde Santos 0001. 480-488 [doi]
- Descent of a Suborbital Rocket: A Simulation Case Study Using CFD, Parametric Models and Neural NetworksPablo Díez-Arrizabalaga, César Hernández-Hernández, Matilde Santos 0001. 491-501 [doi]
- Critical Node Detection for Maximization of Connected Components: An Extremal Optimization ApproachNoémi Gaskó, Tamás Képes, Mihai Alexandru Suciu, Rodica Ioana Lung. 502-511 [doi]
- Optimal Node Distribution in Wireless Sensor Networks Considering Sensor SelectionJavier Díez-González, Rubén Álvarez, Paula Verde, Rubén Ferrero-Guillén, Alberto Martínez-Gutiérrez, Hilde Pérez. 512-522 [doi]
- Machine Learning Based Soft Sensing Tool for the Prediction of Leaf Wetness Duration in Precision AgricultureMaria Arostegi, Diana Manjarres, Sonia Bilbao 0001, Javier Del Ser. 525-535 [doi]
- Temperature-Effect Compensation for Leak Detectors by Using Machine Learning TechniquesJuan Luis Ferrando Chacón, Ander García Gangoiti, Xabier Oregui Biain, Andoni Bilbao, Eneko Fernandez, Zelmar Etxegoien. 536-545 [doi]
- An Online Feature Selection Methodology for Ball-Bearing Harmonic Frequencies Based on HMMsCarlos Puerto-Santana, Pedro Larrañaga, Javier Diaz-Rozo, Concha Bielza. 546-555 [doi]
- A Novel Methodology for the Characterization of Cutting Conditions in Turning Processes Using Machine Learning Models and Acoustic Emission SignalsTelmo Fernández de Barrena, Juan Luis Ferrando, Ander García, Pedro José Arrazola, José Manuel Abete, Diego Herrero. 556-566 [doi]
- Non-intrusive Load Monitoring Based on Event Detection and Unsupervised Learning for Airport Baggage Handling SystemsMiguel Angel Bermeo Ayerbe, David Antonio Cruz-Rangel, Javier Diaz-Rozo, Carlos Ocampo-Martinez. 567-577 [doi]
- Mutagenic Prediction for Chemical Compound Discovery with Partitioned Graph Convolution NetworkHyung-Jun Moon, Seok-Jun Bu, Sung-Bae Cho. 578-587 [doi]
- Multivariate Adaptive Downsampling Algorithm for Industry 4.0 Data VisualizationJavier Franco, Ander García, Amaia Gil. 588-597 [doi]
- Anomaly Detection for Health Monitoring of Heavy Equipment Using Hierarchical Prediction with Correlative Feature LearningGye-Bong Jang, Sung-Bae Cho. 598-608 [doi]
- Discrete-Event-Simulation Based on Machine Learning Predictive AgentsJavier Andión, Juan C. Dueñas, Félix Cuadrado. 609-619 [doi]
- Enhancing Short-Term Velocity Forecasting Models by Using ML Models and Traffic Patterns InformationCristián Lira, Bastián Véjar, Fernando Ordóñez, Sebastián A. Ríos. 620-629 [doi]
- Automated Data-Driven Approach for Gap Filling in the Time Series Using Evolutionary LearningMikhail Sarafanov, Nikolay O. Nikitin, Anna V. Kalyuzhnaya. 633-642 [doi]
- Forecasting a Fashion Collection with the Optimization of Costs of Overestimation and Underestimation of DemandMariusz Czekala, Jacek Jagodzinski, Jakub Przybylski, Dawid Zaraza, Karol Ziólkowski. 643-653 [doi]
- Feature Selection on Spatio-Temporal Data for Solar Irradiance ForecastingManuel Carranza-García, Pedro Lara-Benítez, José María Luna-Romera, José C. Riquelme. 654-664 [doi]
- Electricity Generation Forecasting in Concentrating Solar-Thermal Power Plants with Ensemble LearningA. Melara, J. F. Torres, Alicia Troncoso, Francisco Martínez-Álvarez. 665-674 [doi]
- An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price ForecastingBelén Vega-Márquez, Javier Solí-s-Garcí-a, Isabel A. Nepomuceno-Chamorro, Cristina Rubio-Escudero. 675-684 [doi]
- Forecasting Electricity Consumption Data from Paraguay Using a Machine Learning ApproachJosé A. Gallardo, Miguel García Torres, Francisco Gómez-Vela, Félix Morales, Federico Divina, David Becerra-Alonso, Gustavo Velázquez, Federico Daumas-Ladouce, José Luis Vázquez Noguera, Carlos Sauer Ayala, Diego P. Pinto-Roa, Pedro E. Gardel-Sotomayor, Julio César Mello Román. 685-694 [doi]
- Hybrid Orbit Propagator Based on Neural Networks. Multivariate Time Series Forecasting ApproachHans Carrillo, Edna Segura, Rosario María López, Iván Pérez, Juan Félix San-Juan. 695-705 [doi]
- Study Case of Household Electricity Consumption Patterns in London by Clustering MethodologyJosé María Luna-Romera, Manuel Carranza-García, David Gutiérrez-Avilés, José Cristóbal Riquelme Santos. 706-716 [doi]
- HLNet: A Novel Hierarchical Deep Neural Network for Time Series ForecastingM. J. Jiménez-Navarro, Francisco Martínez-Álvarez, Alicia Troncoso, Gualberto Asencio Cortés. 717-727 [doi]
- Earthquake Prediction in California Using Feature Selection TechniquesJoaquin Roiz-Pagador, Andres Chacon-Maldonado, Roberto Ruiz, Gualberto Asencio Cortés. 728-738 [doi]
- Medium-Term Electricity Consumption Forecasting in Algeria Based on Clustering, Deep Learning and Bayesian Optimization MethodsDalil Hadjout, J. F. Torres, Abderrazak Sebaa, Francisco Martínez-Álvarez. 739-748 [doi]
- Efficient Tabu Search Algorithm for the Cyclic Inspection ProblemWojciech Bozejko, Radoslaw Grymin, Jaroslaw Pempera, Mieczyslaw Wodecki. 751-757 [doi]
- Parallel Block-Based Simulated Annealing for the Single Machine Total Weighted Tardiness Scheduling ProblemWojciech Bozejko, Jaroslaw Pempera, Mariusz Uchronski, Mieczyslaw Wodecki. 758-765 [doi]
- The Improvement of Machining Process Scheduling with the Use of Heuristic AlgorithmsAnna Burduk, Lukasz Lampika, Dagmara Lapczynska, Kamil Musial. 766-776 [doi]
- Sequencing for Improving Mixed-Model Assembly Line Supply Using Heuristic AlgorithmsKarol Dziki, Damian Krenczyk. 777-788 [doi]
- Job Shop Scheduling with Transport by Automated Guided VehiclesCzeslaw Smutnicki, Jaroslaw Pempera. 789-799 [doi]
- Supervised Machine Learning Techniques in the Bitcoin Transactions. A Case of Ransomware ClassificationJosé A. Blanco, Antonio J. Tallón-Ballesteros. 803-810 [doi]
- Analysis of the Tourism Industry in Ecuador by Means of Soft Computing TechniquesAnita Herrera, Ángel Arroyo, Alfredo Jiménez, Álvaro Herrero. 811-820 [doi]
- Attribute Subset Selection for Image Recognition. Random Forest Under AssessmentAntonio J. Tallón-Ballesteros, Luís Correia, Rocío Leal-Díaz. 821-827 [doi]