A Data-Driven Approach for Components Useful Life Estimation in Wind Turbines (English)
- New search for: Martínez, Alejandro Zornoza
- New search for: Martínez-Gómez, Jesus
- New search for: Gámez, José A.
- New search for: Sanjurjo González, Hugo
- New search for: Pastor López, Iker
- New search for: García Bringas, Pablo
- New search for: Quintián, Héctor
- Further information on Quintián, Héctor:
- https://orcid.org/https://orcid.org/0000-0002-0268-7999
- New search for: Corchado, Emilio
- New search for: Martínez, Alejandro Zornoza
- New search for: Martínez-Gómez, Jesus
- New search for: Gámez, José A.
In:
16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021)
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Chapter: 4
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37-47
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2021
- Article/Chapter (Book) / Electronic Resource
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Title:A Data-Driven Approach for Components Useful Life Estimation in Wind Turbines
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Additional title:Advs in Intelligent Syst., Computing
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Contributors:Sanjurjo González, Hugo ( editor ) / Pastor López, Iker ( editor ) / García Bringas, Pablo ( editor ) / Quintián, Héctor ( editor ) / Corchado, Emilio ( editor ) / Martínez, Alejandro Zornoza ( author ) / Martínez-Gómez, Jesus ( author ) / Gámez, José A. ( author )
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Conference:International Workshop on Soft Computing Models in Industrial and Environmental Applications ; 2021 ; Bilbao, Spain
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Published in:16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021) ; Chapter: 4 ; 37-47Advances in Intelligent Systems and Computing ; 1401 ; 37-47
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Publisher:
- New search for: Springer International Publishing
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Place of publication:Cham
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Publication date:2021-09-23
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Size:11 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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A Comparison of Techniques for Virtual Concept Drift DetectionGonzález, Manuel L. / Sedano, Javier / García-Vico, Ángel M. / Villar, José R. et al. | 2021
- 2
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Dimensional Reduction on an Intelligent Model for Efficiency Improvement of Switching Modes DetectionFernandez-Serantes, Luis-Alfonso / Casteleiro-Roca, José-Luis / Berger, Hubert / Simić, Dragan / Calvo-Rolle, José Luis et al. | 2021
- 3
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Performance and Explainability of Reservoir Computing Models for Industrial PrognosisArmentia, Unai / Barrio, Irantzu / Del Ser, Javier et al. | 2021
- 4
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A Data-Driven Approach for Components Useful Life Estimation in Wind TurbinesMartínez, Alejandro Zornoza / Martínez-Gómez, Jesus / Gámez, José A. et al. | 2021
- 5
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Towards Adaptive Gamification in Small Online CommunitiesSánchez-Anguix, Victor / Alberola, Juan M. / Julián, Vicente et al. | 2021
- 6
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LSTM vs CNN in Real Ship Trajectory ClassificationLlerena, Juan Pedro / García, Jesús / Molina, José Manuel et al. | 2021
- 7
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A Comparison of Learning Approaches to Dialogue Management in Conversational SystemsGriol, David / Callejas, Zoraida et al. | 2021
- 8
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Aspect-Based Sentiment Analysis in Drug Reviews Based on Hybrid Feature LearningSweidan, Asmaa Hashem / El-Bendary, Nashwa / Al-Feel, Haytham et al. | 2021
- 9
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Low-Cost Deep Learning-Based Prototype for Automatic Identification of Traffic Signs in VehiclesGonzález, Enol García / Villar, José R. / de la Cal, Enrique et al. | 2021
- 10
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Visual Mining of Industrial Gas Turbines Sensor Data as an Industry 4.0 ApplicationAstudillo Aguilar, Angel X. / Rosso, Stefano / Gibert, Karina / Vellido, Alfredo et al. | 2021
- 11
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Visually Monitoring the Performance of a Component-Based RobotBasurto, Nuño / Cambra, Carlos / Herrero, Álvaro et al. | 2021
- 12
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Optimizing Communication Data Streams in Edge Computing Systems Using Bayesian AlgorithmsLarrakoetxea, Nerea Gómez / Urquijo, Borja Sanz / López, Iker Pastor / Barruetabeña, Jon García / Bringas, Pablo García et al. | 2021
- 13
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Time Series Forecasting of Gold Prices with the Help of Its Decomposition and Multivariate Adaptive Regression SplinesLasheras, Fernando Sánchez / Nieto, Paulino José García / García-Gonzalo, Esperanza / Valverde, Gregorio Fidalgo / Krzemień, Alicja et al. | 2021
- 14
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Time Series Analysis for the COMEX Gold Spot Price Forecasting by Using NARX DE/SVR and DE/GPR TechniquesGarcía-Gonzalo, Esperanza / Nieto, Paulino José García / Valverde, Gregorio Fidalgo / Fernández, Pedro Riesgo / Lasheras, Fernando Sánchez et al. | 2021
- 15
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Data Mines in Real Estate Web Pages: Investigation of Changes in the Czech Real Estate Market Based on Elasticity and on Modified Price Volume IndicatorPozdílková, Alena / Marek, Jaroslav et al. | 2021
- 16
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The Weak Supervision Approach for Question Answering over Text Using Triplets Recovering with QA-Based RankersAlexandrov, Dmitriy / Butakov, Nikolay / Sokhin, Timur et al. | 2021
- 17
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VR-Photosense: A Virtual Reality Photic Stimulation Interface for the Study of PhotosensitivityMartín, Sofía / Álvarez, Víctor / García-López, Beatriz / González, Víctor M. / Villar, Jose R. et al. | 2021
- 18
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Guidance of Unmanned Surface Vehicle Fleet Using Genetic Algorithm-Based ApproachDvorak, Miroslav / Dolezel, Petr / Stursa, Dominik / Chouai, Mohamed et al. | 2021
- 19
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Toward Reusing the Numerical Association Rule Mining ModelsFister, Iztok / Iglesias, Andres / Galvez, Akemi et al. | 2021
- 20
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Powering Soft Querying in J-CO-QL with JavaScript FunctionsFosci, Paolo / Psaila, Giuseppe et al. | 2021
- 21
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Image Reconstruction of Colored Bitmap Fractal Images Through Bat Algorithm and Color-Based Image ClusteringGálvez, Akemi / Fister, Iztok / Iglesias, Andrés et al. | 2021
- 22
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Intraday Energy Resource Scheduling for Load Aggregators Considering Local MarketAlmeida, Jos / Soares, Joo / Canizes, Bruno / Razo-Zapata, Ivn / Vale, Zita et al. | 2021
- 23
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Energy Predictions for System on a Chip SolutionsGomes, Luis / Vale, Zita et al. | 2021
- 24
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Texture Descriptors for Automatic Classification of Surface Defects of the Hot-Rolled Steel Stripdel Castillo, Virginia Riego / Sánchez-González, Lidia / Gutiérrez-Fernández, Alexis et al. | 2021
- 25
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PhrasIS: Phrase Inference and Similarity BenchmarkLopez-Gazpio, I. / de la Puerta, J. Gaviria / García, P. / Sanjurjo-González, H. / Sanz, B. / Maritxalar, M. / Agirre, E. et al. | 2021
- 26
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A Scalable and Flexible Open Source Big Data Architecture for Small and Medium-Sized EnterprisesÍñiguez, Luis / Galar, Mikel et al. | 2021
- 27
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Codebook-Based Near-Duplicate Video DetectionHernández, Guillermo / Arrieta, Angélica González / Novais, Paulo / Rodríguez, Sara et al. | 2021
- 28
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Automatic Individual Tree Detection from Combination of Aerial Imagery, LiDAR and Environment ContextAmigo, Daniel / Pedroche, David Sánchez / García, Jesús / Molina, José M. et al. | 2021
- 29
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A First Prototype of an Emotional Smart Speakerde la Cal, Enrique / Gallucci, Alberto / Villar, Jose Ramón / Yoshida, Kaori / Koeppen, Mario et al. | 2021
- 30
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A New Information Infrastructure Approach for End-To-End Supply Chain ManagementSimić, Dragan / Calvo-Rolle, José Luis / Villar, José R. / Ilin, Vladimir / Simić, Svetislav D. / Simić, Svetlana et al. | 2021
- 31
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Hierarchical Color Quantization with a Neural Gas Model Based on Bregman DivergencesPalomo, Esteban J. / Benito-Picazo, Jesús / Domínguez, Enrique / López-Rubio, Ezequiel / Ortega-Zamorano, Francisco et al. | 2021
- 32
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Autoencoder and Modified YOLOv3 Based Firearms Object Detection in X-ray Baggage Images to Enhance Aviation SafetyChouai, Mohamed / Merah, Mostefa / Sancho-GOmez, José-Luis / Doležel, Petr et al. | 2021
- 33
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Predicting Landslides with Machine Learning Methods Using Temporal Sequences of Meteorological DataRodríguez, Byron Guerrero / Salvador-Meneses, Jaime / Garcia-Rodriguez, Jose et al. | 2021
- 34
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Webpage Categorization Using Deep LearningMejia-Escobar, Christian / Cazorla, Miguel / Martinez-Martin, Ester et al. | 2021
- 35
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Exploiting the Relationship Between Visual and Textual Features in Social Networks for Image Classification with Zero-Shot Deep LearningLucas, Luis / Tomás, David / Garcia-Rodriguez, Jose et al. | 2021
- 36
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Improving Landslides Prediction: Meteorological Data Preprocessing Using Random Forest-Based Feature SelectionRodríguez, Byron Guerrero / Meneses, Jaime Salvador / Garcia-Rodriguez, Jose et al. | 2021
- 37
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Foreground Segmentation Improvement by Image Denoising Preprocessing Applied to Noisy Video SequencesGarcía-Gozález, Jorge / Ortiz-de-Lazcano-Lobato, Juan Miguel / Luque-Baena, Rafael Marcos / López-Rubio, Ezequiel et al. | 2021
- 38
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Predicting Human Actions in the Assembly Process for Industry 4.0Zamora-Hernandez, Mauricio-Andres / Ceciliano, Jose Andrez Chaves / Granados, Alonso Villalobos / Garcia-Rodriguez, Jose / Azorin-Lopez, Jorge et al. | 2021
- 39
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Medical Catheters Grasping Point Detection with Quality ControlStursa, Dominik / Dolezel, Petr / Zanon, Bruno B. et al. | 2021
- 40
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Sentiment Analysis and Image Classification in Social Networks with Zero-Shot Deep Learning: Applications in TourismLucas, Luis / Tomás, David / Garcia-Rodriguez, Jose et al. | 2021
- 41
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Estimating Context Aware Human-Object Interaction Using Deep Learning-Based Object Recognition ArchitecturesFernández, Iván San Martín / Oprea, Sergiu / Castro-Vargas, John Alejandro / Martinez-Gonzalez, Pablo / Garcia-Rodriguez, Jose et al. | 2021
- 42
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Interaction Estimation in Egocentric Videos via Simultaneous Hand-Object RecognitionBenavent-Lledó, Manuel / Oprea, Sergiu / Castro-Vargas, John Alejandro / Martinez-Gonzalez, Pablo / Garcia-Rodriguez, Jose et al. | 2021
- 43
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Evolutive Tuning Optimization of a PID Controller for Autonomous Path-Following RobotAbajo, Mikel Rico / Sierra-García, J. Enrique / Santos, Matilde et al. | 2021
- 44
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Intelligent Hybrid Controllers for the Blade Angle of Floating Wind TurbinesSerrano-Barreto, Carlos L. / Sierra-García, Jesús Enrique / Santos, Matilde et al. | 2021
- 45
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Generation of Restricted Zones for AGVs Routes by Clustering AlgorithmsMillán, Marcos / Sierra-García, J. Enrique / Santos, Matilde et al. | 2021
- 46
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Iterative Obstacle Avoidance Algorithm for Mobile RobotsSierra-García, J. Enrique / Millán, Marcos / Santos, Matilde et al. | 2021
- 47
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Descent of a Suborbital Rocket: A Simulation Case Study Using CFD, Parametric Models and Neural NetworksDíez-Arrizabalaga, Pablo / Hernández-Hernández, César / Santos, Matilde et al. | 2021
- 48
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Critical Node Detection for Maximization of Connected Components: An Extremal Optimization ApproachGaskó, Noémi / Képes, Tamás / Suciu, Mihai / Lung, Rodica Ioana et al. | 2021
- 49
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Optimal Node Distribution in Wireless Sensor Networks Considering Sensor SelectionDíez-González, Javier / Álvarez, Rubén / Verde, Paula / Ferrero-Guillén, Rubén / Martínez-Gutiérrez, Alberto / Perez, Hilde et al. | 2021
- 50
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Machine Learning Based Soft Sensing Tool for the Prediction of Leaf Wetness Duration in Precision AgricultureArostegi, Maria / Manjarres, Diana / Bilbao, Sonia / Ser, Javier Del et al. | 2021
- 51
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Temperature-Effect Compensation for Leak Detectors by Using Machine Learning TechniquesChacón, Juan Luis Ferrando / Gangoiti, Ander García / Biain, Xabier Oregui / Bilbao, Andoni / Fernandez, Eneko / Etxegoien, Zelmar et al. | 2021
- 52
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An Online Feature Selection Methodology for Ball-Bearing Harmonic Frequencies Based on HMMsPuerto-Santana, Carlos / Larrañaga, Pedro / Diaz-Rozo, Javier / Bielza, Concha et al. | 2021
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A Novel Methodology for the Characterization of Cutting Conditions in Turning Processes Using Machine Learning Models and Acoustic Emission Signalsde Barrena, Telmo Fernández / Ferrando, Juan Luis / García, Ander / Arrazola, Pedro Jose / Abete, Jose Manuel / Herrero, Diego et al. | 2021
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Non-intrusive Load Monitoring Based on Event Detection and Unsupervised Learning for Airport Baggage Handling SystemsBermeo-Ayerbe, Miguel Angel / Cruz-Rangel, David Antonio / Diaz-Rozo, Javier / Ocampo-Martinez, Carlos et al. | 2021
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Mutagenic Prediction for Chemical Compound Discovery with Partitioned Graph Convolution NetworkMoon, Hyung-Jun / Bu, Seok-Jun / Cho, Sung-Bae et al. | 2021
- 56
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Multivariate Adaptive Downsampling Algorithm for Industry 4.0 Data VisualizationFranco, Javier / Garcia, Ander / Gil, Amaia et al. | 2021
- 57
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Anomaly Detection for Health Monitoring of Heavy Equipment Using Hierarchical Prediction with Correlative Feature LearningJang, Gye-bong / Cho, Sung-Bae et al. | 2021
- 58
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Discrete-Event-Simulation Based on Machine Learning Predictive AgentsAndión, Javier / Dueñas, Juan C. / Cuadrado, Félix et al. | 2021
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Enhancing Short-Term Velocity Forecasting Models by Using ML Models and Traffic Patterns InformationLira, Cristián / Véjar, Bastián / Ordóñez, Fernando / Ríos, Sebastián A. et al. | 2021
- 60
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Automated Data-Driven Approach for Gap Filling in the Time Series Using Evolutionary LearningSarafanov, Mikhail / Nikitin, Nikolay O. / Kalyuzhnaya, Anna V. et al. | 2021
- 61
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Forecasting a Fashion Collection with the Optimization of Costs of Overestimation and Underestimation of DemandCzekała, Mariusz / Jagodziński, Jacek / Przybylski, Jakub / Zaraza, Dawid / Ziółkowski, Karol et al. | 2021
- 62
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Feature Selection on Spatio-Temporal Data for Solar Irradiance ForecastingCarranza-García, Manuel / Lara-Benítez, Pedro / Luna-Romera, José María / Riquelme, José C. et al. | 2021
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Electricity Generation Forecasting in Concentrating Solar-Thermal Power Plants with Ensemble LearningMelara, A. / Torres, J. F. / Troncoso, A. / Martínez-Álvarez, F. et al. | 2021
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An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price ForecastingVega-Márquez, Belén / Solís-García, Javier / Nepomuceno-Chamorro, Isabel A. / Rubio-Escudero, Cristina et al. | 2021
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Forecasting Electricity Consumption Data from Paraguay Using a Machine Learning ApproachGallardo, José A. / García-Torres, Miguel / Gómez-Vela, Francisco / Morales, Félix / Divina, Federico / Becerra-Alonso, David / Velázquez, Gustavo / Daumas-Ladouce, Federico / Noguera, José Luis Vázquez / Ayala, Carlos Sauer et al. | 2021
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Hybrid Orbit Propagator Based on Neural Networks. Multivariate Time Series Forecasting ApproachCarrillo, Hans / Segura, Edna / López, Rosario / Pérez, Iván / San-Juan, Juan Félix et al. | 2021
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Study Case of Household Electricity Consumption Patterns in London by Clustering MethodologyLuna-Romera, José María / Carranza-García, Manuel / Gutiérrez-Avilés, David / Riquelme-Santos, José C. et al. | 2021
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HLNet: A Novel Hierarchical Deep Neural Network for Time Series ForecastingJiménez-Navarro, M. J. / Martínez-Alvarez, F. / Troncoso, A. / Asencio-Cortés, G. et al. | 2021
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Earthquake Prediction in California Using Feature Selection TechniquesRoiz-Pagador, Joaquin / Chacon-Maldonado, Andres / Ruiz, Roberto / Asencio-Cortes, Gualberto et al. | 2021
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Medium-Term Electricity Consumption Forecasting in Algeria Based on Clustering, Deep Learning and Bayesian Optimization MethodsHadjout, D. / Torres, J. F. / Sebaa, A. / Martínez-Álvarez, F. et al. | 2021
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Efficient Tabu Search Algorithm for the Cyclic Inspection ProblemBożejko, Wojciech / Grymin, Radosław / Pempera, Jarosław / Wodecki, Mieczysław et al. | 2021
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