Medium-Term Electricity Consumption Forecasting in Algeria Based on Clustering, Deep Learning and Bayesian Optimization Methods (Englisch)
- Neue Suche nach: Hadjout, D.
- Neue Suche nach: Torres, J. F.
- Neue Suche nach: Sebaa, A.
- Neue Suche nach: Martínez-Álvarez, F.
- Neue Suche nach: Sanjurjo González, Hugo
- Neue Suche nach: Pastor López, Iker
- Neue Suche nach: García Bringas, Pablo
- Neue Suche nach: Quintián, Héctor
- Weitere Informationen zu Quintián, Héctor:
- https://orcid.org/https://orcid.org/0000-0002-0268-7999
- Neue Suche nach: Corchado, Emilio
- Neue Suche nach: Hadjout, D.
- Neue Suche nach: Torres, J. F.
- Neue Suche nach: Sebaa, A.
- Neue Suche nach: Martínez-Álvarez, F.
In:
16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021)
;
Kapitel: 70
;
739-748
;
2021
- Aufsatz/Kapitel (Buch) / Elektronische Ressource
-
Titel:Medium-Term Electricity Consumption Forecasting in Algeria Based on Clustering, Deep Learning and Bayesian Optimization Methods
-
Weitere Titelangaben:Advs in Intelligent Syst., Computing
-
Beteiligte:Sanjurjo González, Hugo ( Herausgeber:in ) / Pastor López, Iker ( Herausgeber:in ) / García Bringas, Pablo ( Herausgeber:in ) / Quintián, Héctor ( Herausgeber:in ) / Corchado, Emilio ( Herausgeber:in ) / Hadjout, D. ( Autor:in ) / Torres, J. F. ( Autor:in ) / Sebaa, A. ( Autor:in ) / Martínez-Álvarez, F. ( Autor:in )
-
Kongress:International Workshop on Soft Computing Models in Industrial and Environmental Applications ; 2021 ; Bilbao, Spain
-
Erschienen in:16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021) ; Kapitel: 70 ; 739-748Advances in Intelligent Systems and Computing ; 1401 ; 739-748
-
Verlag:
- Neue Suche nach: Springer International Publishing
-
Erscheinungsort:Cham
-
Erscheinungsdatum:23.09.2021
-
Format / Umfang:10 pages
-
ISBN:
-
ISSN:
-
DOI:
-
Medientyp:Aufsatz/Kapitel (Buch)
-
Format:Elektronische Ressource
-
Sprache:Englisch
-
Schlagwörter:
-
Datenquelle:
Inhaltsverzeichnis E-Book
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
- 1
-
A Comparison of Techniques for Virtual Concept Drift DetectionGonzález, Manuel L. / Sedano, Javier / García-Vico, Ángel M. / Villar, José R. et al. | 2021
- 2
-
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
-
Performance and Explainability of Reservoir Computing Models for Industrial PrognosisArmentia, Unai / Barrio, Irantzu / Del Ser, Javier et al. | 2021
- 4
-
A Data-Driven Approach for Components Useful Life Estimation in Wind TurbinesMartínez, Alejandro Zornoza / Martínez-Gómez, Jesus / Gámez, José A. et al. | 2021
- 5
-
Towards Adaptive Gamification in Small Online CommunitiesSánchez-Anguix, Victor / Alberola, Juan M. / Julián, Vicente et al. | 2021
- 6
-
LSTM vs CNN in Real Ship Trajectory ClassificationLlerena, Juan Pedro / García, Jesús / Molina, José Manuel et al. | 2021
- 7
-
A Comparison of Learning Approaches to Dialogue Management in Conversational SystemsGriol, David / Callejas, Zoraida et al. | 2021
- 8
-
Aspect-Based Sentiment Analysis in Drug Reviews Based on Hybrid Feature LearningSweidan, Asmaa Hashem / El-Bendary, Nashwa / Al-Feel, Haytham et al. | 2021
- 9
-
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
-
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
-
Visually Monitoring the Performance of a Component-Based RobotBasurto, Nuño / Cambra, Carlos / Herrero, Álvaro et al. | 2021
- 12
-
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
-
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
-
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
-
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
-
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
-
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
-
Guidance of Unmanned Surface Vehicle Fleet Using Genetic Algorithm-Based ApproachDvorak, Miroslav / Dolezel, Petr / Stursa, Dominik / Chouai, Mohamed et al. | 2021
- 19
-
Toward Reusing the Numerical Association Rule Mining ModelsFister, Iztok / Iglesias, Andres / Galvez, Akemi et al. | 2021
- 20
-
Powering Soft Querying in J-CO-QL with JavaScript FunctionsFosci, Paolo / Psaila, Giuseppe et al. | 2021
- 21
-
Image Reconstruction of Colored Bitmap Fractal Images Through Bat Algorithm and Color-Based Image ClusteringGálvez, Akemi / Fister, Iztok / Iglesias, Andrés et al. | 2021
- 22
-
Intraday Energy Resource Scheduling for Load Aggregators Considering Local MarketAlmeida, Jos / Soares, Joo / Canizes, Bruno / Razo-Zapata, Ivn / Vale, Zita et al. | 2021
- 23
-
Energy Predictions for System on a Chip SolutionsGomes, Luis / Vale, Zita et al. | 2021
- 24
-
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
-
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
-
A Scalable and Flexible Open Source Big Data Architecture for Small and Medium-Sized EnterprisesÍñiguez, Luis / Galar, Mikel et al. | 2021
- 27
-
Codebook-Based Near-Duplicate Video DetectionHernández, Guillermo / Arrieta, Angélica González / Novais, Paulo / Rodríguez, Sara et al. | 2021
- 28
-
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
-
A First Prototype of an Emotional Smart Speakerde la Cal, Enrique / Gallucci, Alberto / Villar, Jose Ramón / Yoshida, Kaori / Koeppen, Mario et al. | 2021
- 30
-
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
-
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
-
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
-
Predicting Landslides with Machine Learning Methods Using Temporal Sequences of Meteorological DataRodríguez, Byron Guerrero / Salvador-Meneses, Jaime / Garcia-Rodriguez, Jose et al. | 2021
- 34
-
Webpage Categorization Using Deep LearningMejia-Escobar, Christian / Cazorla, Miguel / Martinez-Martin, Ester et al. | 2021
- 35
-
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
-
Improving Landslides Prediction: Meteorological Data Preprocessing Using Random Forest-Based Feature SelectionRodríguez, Byron Guerrero / Meneses, Jaime Salvador / Garcia-Rodriguez, Jose et al. | 2021
- 37
-
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
-
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
-
Medical Catheters Grasping Point Detection with Quality ControlStursa, Dominik / Dolezel, Petr / Zanon, Bruno B. et al. | 2021
- 40
-
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
-
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
-
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
-
Evolutive Tuning Optimization of a PID Controller for Autonomous Path-Following RobotAbajo, Mikel Rico / Sierra-García, J. Enrique / Santos, Matilde et al. | 2021
- 44
-
Intelligent Hybrid Controllers for the Blade Angle of Floating Wind TurbinesSerrano-Barreto, Carlos L. / Sierra-García, Jesús Enrique / Santos, Matilde et al. | 2021
- 45
-
Generation of Restricted Zones for AGVs Routes by Clustering AlgorithmsMillán, Marcos / Sierra-García, J. Enrique / Santos, Matilde et al. | 2021
- 46
-
Iterative Obstacle Avoidance Algorithm for Mobile RobotsSierra-García, J. Enrique / Millán, Marcos / Santos, Matilde et al. | 2021
- 47
-
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
-
Critical Node Detection for Maximization of Connected Components: An Extremal Optimization ApproachGaskó, Noémi / Képes, Tamás / Suciu, Mihai / Lung, Rodica Ioana et al. | 2021
- 49
-
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
-
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
-
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
-
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
- 53
-
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
- 54
-
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
- 55
-
Mutagenic Prediction for Chemical Compound Discovery with Partitioned Graph Convolution NetworkMoon, Hyung-Jun / Bu, Seok-Jun / Cho, Sung-Bae et al. | 2021
- 56
-
Multivariate Adaptive Downsampling Algorithm for Industry 4.0 Data VisualizationFranco, Javier / Garcia, Ander / Gil, Amaia et al. | 2021
- 57
-
Anomaly Detection for Health Monitoring of Heavy Equipment Using Hierarchical Prediction with Correlative Feature LearningJang, Gye-bong / Cho, Sung-Bae et al. | 2021
- 58
-
Discrete-Event-Simulation Based on Machine Learning Predictive AgentsAndión, Javier / Dueñas, Juan C. / Cuadrado, Félix et al. | 2021
- 59
-
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
-
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
-
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
-
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
- 63
-
Electricity Generation Forecasting in Concentrating Solar-Thermal Power Plants with Ensemble LearningMelara, A. / Torres, J. F. / Troncoso, A. / Martínez-Álvarez, F. et al. | 2021
- 64
-
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
- 65
-
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
- 66
-
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
- 67
-
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
- 68
-
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
- 69
-
Earthquake Prediction in California Using Feature Selection TechniquesRoiz-Pagador, Joaquin / Chacon-Maldonado, Andres / Ruiz, Roberto / Asencio-Cortes, Gualberto et al. | 2021
- 70
-
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
- 71
-
Efficient Tabu Search Algorithm for the Cyclic Inspection ProblemBożejko, Wojciech / Grymin, Radosław / Pempera, Jarosław / Wodecki, Mieczysław et al. | 2021
- 72
-
Parallel Block-Based Simulated Annealing for the Single Machine Total Weighted Tardiness Scheduling ProblemBożejko, Wojciech / Pempera, Jarosław / Uchroński, Mariusz / Wodecki, Mieczysław et al. | 2021
- 73
-
The Improvement of Machining Process Scheduling with the Use of Heuristic AlgorithmsBurduk, Anna / Łampika, Łukasz / Łapczyńska, Dagmara / Musiał, Kamil et al. | 2021
- 74
-
Sequencing for Improving Mixed-Model Assembly Line Supply Using Heuristic AlgorithmsDziki, Karol / Krenczyk, Damian et al. | 2021
- 75
-
Job Shop Scheduling with Transport by Automated Guided VehiclesSmutnicki, Czeslaw / Pempera, Jaroslaw et al. | 2021
- 76
-
Supervised Machine Learning Techniques in the Bitcoin Transactions. A Case of Ransomware ClassificationBlanco, José A. / Tallón-Ballesteros, Antonio J. et al. | 2021
- 77
-
Analysis of the Tourism Industry in Ecuador by Means of Soft Computing TechniquesHerrera, Anita / Arroyo, Ángel / Jiménez, Alfredo / Herrero, Álvaro et al. | 2021
- 78
-
Attribute Subset Selection for Image Recognition. Random Forest Under AssessmentTallón-Ballesteros, Antonio J. / Correia, Luís / Leal-Díaz, Rocío et al. | 2021