The data shown for the Universidad Carlos III de Madrid are partial, as they are intended to answer 2 questions:

  • Who is researching a specific topic?
  • What is an expert, group or particular department researching?

The search results will adhere to the following limits: active Researchers at Carlos III University of Madrid, Projects since 2006 and Publications, Theses, Patents and Software since 2008.

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Author profile at the institutional portal

Galvan Leon, Ines Maria igalvan@inf.uc3m.es

Informática / Universidad Carlos III de Madrid

Publications

Open Access

Improving Solar Radiation Nowcasts by Blending Data-Driven, Satellite-Images-Based and All-Sky-Imagers-Based Models Using Machine Learning Techniques

  • López Cuesta, Miguel
  • Aler Mur, Ricardo
  • Galvan Leon, Ines Maria
  • Rodriguez Benitez, Francisco J.
  • Pozo Vazquez, David

Remote Sensing (Remote Sensing) (p. 2328) - 4/2023

10.3390/rs15092328 View at source

  • ISSN 2072-4292
Open Access

Pareto Optimal Prediction Intervals with Hypernetworks

  • Alcantara Mata, Antonio
  • Galvan Leon, Ines Maria
  • Aler Mur, Ricardo

APPLIED SOFT COMPUTING (p. 109930) - 1/2023

https://doi.org/10.1016/j.asoc.2022.109930 View at source

  • EISSN 1872-9681
  • ISSN 1568-4946
Open Access

Direct estimation of prediction intervals for solar and wind regional energy forecasting with deep neural networks

  • Alcantara Mata, Antonio
  • Galvan Leon, Ines Maria
  • Aler Mur, Ricardo

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE - 9/2022

10.1016/j.engappai.2022.105128 View at source

  • EISSN 1873-6769
  • ISSN 0952-1976
Open Access

Deep neural networks for the quantile estimation of regional renewable energy production

  • Alcantara Mata, Antonio
  • Galvan Leon, Ines Maria
  • Aler Mur, Ricardo

APPLIED INTELLIGENCE (p. 8318-8353) - 8/2022

10.1007/s10489-022-03958-7 View at source

  • EISSN 1573-7497
  • ISSN 0924-669X
Open Access

A combination of supervised dimensionality reduction and learning methods to forecast solar radiation

  • Garcia Cuesta, Esteban
  • Aler Mur, Ricardo
  • Pozo Vazquez, David
  • Galvan Leon, Ines Maria

APPLIED INTELLIGENCE (p. 1-14) - 1/10/2022

10.1007/s10489-022-04175-y View at source

  • EISSN 1573-7497
  • ISSN 0924669X
Open Access

Using a Multi-view Convolutional Neural Network to monitor solar irradiance

  • Huertas Tato, Javier
  • Galvan Leon, Ines Maria
  • Aler Mur, Ricardo
  • Rodríguez Benítez, Francisco Javier
  • Pozo Vazquez, David

NEURAL COMPUTING & APPLICATIONS (p. 1-13) - 1/4/2021

10.1007/s00521-021-05959-y View at source

  • EISSN 1433-3058
  • ISSN 0941-0643
Open Access

Supervised data transformation and dimensionality reduction with a 3-layer multi-layer perceptron for classification problems

  • Valls Ferran, Jose Maria
  • Aler Mur, Ricardo
  • Galvan Leon, Ines Maria
  • Camacho Fernandez, David

Journal Of Ambient Intelligence And Humanized Computing (p. 10515-10527) - 1/1/2021

10.1007/s12652-020-02841-y View at source

  • ISSN 1868-5145
Open Access

Evolutionary-based prediction interval estimation by blending solar radiation forecasting models using meteorological weather types

  • Galvan Leon, Ines Maria
  • Huertas Tato, Javier
  • Rodriguez Benitez, Francisco J.
  • Arbizu Barrena, Clara
  • Pozo Vazquez, David
  • Aler Mur, Ricardo

Applied Soft Computing (p. 1-13) - 1/1/2021

10.1016/j.asoc.2021.107531 View at source

  • EISSN 1872-9681
  • ISSN 15684946
Open Access

A short-term solar radiation forecasting system for the Iberian Peninsula. Part 1: Models description and performance assessment

  • Rodríguez-Benítez FJ
  • Arbizu-Barrena C
  • Huertas-Tato J
  • Aler-Mur R
  • Galván-León I
  • Pozo-Vázquez D

Solar Energy (p. 396-412) - 1/1/2020

https://doi.org/10.1016/j.solener.2019.11.028 View at source

  • EISSN 1471-1257
  • ISSN 0038-092X
Open Access

A short-term solar radiation forecasting system for the Iberian Peninsula. Part 2: Model blending approaches based on machine learning

  • Huertas-Tato J
  • Aler R
  • Galván IM
  • Rodríguez-Benítez FJ
  • Arbizu-Barrena C
  • Pozo-Vázquez D

Solar Energy (p. 685-696) - 1/1/2020

https://doi.org/10.1016/j.solener.2019.11.091 View at source

  • EISSN 1471-1257
  • ISSN 0038-092X

This researcher has no books.

Transition Detection for Brain Computer Interface Classification. In: Biomedical Engineering Systems and Technologies: International Joint Conference, BIOSTEC 2009 Porto, Portugal, January 14-17, 2009, Revised Selected Papers

  • Aler Mur, Ricardo
  • Galvan Leon, Ines Maria
  • Valls Ferran, Jose Maria

Biomedical Engineering Systems and Technologies: International Joint Conference, BIOSTEC 2009 Porto, Portugal, January 14-17, 2009, Revised Selected Papers (p. 200-210) - 1/2010

Editor: SPRINGER

  • ISBN 978-3-642-11720-6

Supervised Clustering via Principal Component Analysis in a Retrieval Application. In: Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Dat: (SensorKDD'09): held in conjunction with KDD-09, June 28, 2009, Paris, France

  • Garcia Cuesta, Esteban
  • Castro Gonzalez, Antonio Jesus De
  • Galvan Leon, Ines Maria

Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Dat: (SensorKDD'09): held in conjunction with KDD-09, June 28, 2009, Paris, France (p. 97-104) - 9/2009

Editor: Association for computer Machinery (ACM)

  • ISBN 978-1-6055-8668-7

Neural Lazy Local Learning. In: Optimization Techniques for Solving Complex Problems

  • Valls Ferran, Jose Maria
  • Galvan Leon, Ines Maria
  • Isasi Viñuela, Pedro

Optimization Techniques for Solving Complex Problems - 2/2009

Editor: WILEY

  • ISBN 978-0-470-29332-4
Open Access

Predicting Global Irradiance Combining Forecasting Models Through Machine Learning

  • Huertas Tato, Javier
  • Aler Mur, Ricardo
  • Rodríguez Benítez, F. J.
  • Arbizu Barrena, C.
  • Galvan Leon, Ines Maria

13th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2018) (p. 622-633) - 2018

Editor: SPRINGER NATURE LIMITED

https://doi.org/10.1007/978-3-319-92639-1_52 View at source

  • ISBN 978-3-319-92638-4

Studying the Effect of Measured Solar Power on Evolutionary Multi-objective Prediction Intervals

  • Martin Vazquez, Ruben
  • Huertas Tato, Javier
  • Aler Mur, Ricardo
  • Galvan Leon, Ines Maria

19th International Conference on Intelligent Data Engineering and Automated Learning (2018) (p. 155-162) - 2018

Editor: SPRINGER NATURE LIMITED

https://doi.org/10.1007/978-3-030-03496-2_18 View at source

  • ISBN 978-3-030-03495-5

Wind Energy Forecasting at Different Time Horizons with Individual and Global Models

  • Martin Vazquez, Ruben
  • Aler Mur, Ricardo
  • Galvan Leon, Ines Maria

14th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations (p. 240-248) - 2018

Editor: SPRINGER NATURE LIMITED

https://doi.org/10.1007/978-3-319-92007-8_21 View at source

  • ISBN 978-3-319-92006-1

Interpolación espacial para la predicción de la radiación solar mediante gradient tree boosting

  • Aler Mur, Ricardo
  • Valls Ferran, Jose Maria
  • Galvan Leon, Ines Maria

X Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados - MAEB 2015 - 2015

Open Access

A Study of Machine Learning Techniques for Daily Solar Energy Forecasting using Numerical Weather Models

  • Aler Mur, Ricardo
  • Martín, Ricardo
  • Valls Ferran, Jose Maria
  • Galvan Leon, Ines Maria

8th International Symposium on Intelligent Distributed Computing (IDC'2014) (p. 269-278) - 2015

Editor: SPRINGER

https://doi.org/10.1007/978-3-319-10422-5_29 View at source

  • ISBN 978-3-319-10422-5

Portfolio Optimization Using SPEA2 with Resampling

  • Isasi Viñuela, Pedro
  • Quintana Montero, David
  • Galvan Leon, Ines Maria
  • García, Sandra

12th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2011) (p. 127-134) - 2011

Editor: SPRINGER

  • ISBN 978-3-642-23877-2

A Study of the Noise Sensitivity of a Particle Swarm Algorithm for Classification

  • Cervantes Rovira, Alejandro
  • Galvan Leon, Ines Maria
  • Isasi Viñuela, Pedro

2nd International Conference on Metaheuristics and Nature Inspired Computing (META'08) - 2008

This researcher has no working papers.

This researcher has no technical reports.

Proyecto DELIST-PD Study

  • Aler Mur, Ricardo
  • Galvan Leon, Ines Maria
  • Valls Ferran, Jose Maria

Period: 10-06-2022 - 09-12-2022

Type of funding: Regional

Funding entity: FUNDACIÓN PRIVADA DE LA SOCIEDAD ESPAÑOLA

PID2019-107455RB-C22 - Predicción probabilística y optimización metaheurística del recurso solar/eólico en la Península Ibérica para un sistema eléctrico bajo en carbono

  • Galvan Leon, Ines Maria
  • Aler Mur, Ricardo
  • Valls Ferran, Jose Maria
  • Recio Isasi, Gustavo

Period: 01-06-2020 - 29-02-2024

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

ENE2014-56126-C2-2-R - Aprendizaje y optimización evolutiva para la predicción e integración de radiación solar

  • Galvan Leon, Ines Maria
  • Aler Mur, Ricardo
  • Valls Ferran, Jose Maria
  • Isasi Viñuela, Pedro
  • Cervantes Rovira, Alejandro
  • Saez Achaerandio, Yago
  • Quintana Montero, David
  • Recio Isasi, Gustavo
... View more Collapse

Period: 01-01-2015 - 31-12-2018

Type of funding: National

Funding entity: MINISTERIO DE ASUNTOS ECONOMICOS Y TRANSFORMACION DIGITAL

Proyecto MEMENTO: Plataforma tecnológica de análisis y almacenamiento de big data, adaptable y auto configurable en la nube

  • Saez Achaerandio, Yago
  • Calle Gomez, Francisco Javier
  • Galvan Leon, Ines Maria
  • Cuadra Fernandez, Maria Dolores
  • Isasi Viñuela, Pedro
  • Cervantes Rovira, Alejandro
  • Estebanez Tascon, Cesar
  • Recio Isasi, Gustavo
  • Sanjuán Martínez, Oscar
  • Luna Valero, Francisco
... View more Collapse

Period: 21-01-2013 - 20-01-2014

Type of funding: Regional

Funding entity: FACTORY HOLDING COMPANY 25, S.L.

325146 - Social Ecosystem for anti-aging, capacitation and wellbeing.

  • Isasi Viñuela, Pedro
  • Galvan Leon, Ines Maria
  • Valls Ferran, Jose Maria
  • Aler Mur, Ricardo
  • Cervantes Rovira, Alejandro
  • Saez Achaerandio, Yago
  • Estebanez Tascon, Cesar
  • Quintana Montero, David
  • Recio Isasi, Gustavo
  • Albacete Garcia, Esperanza
  • Baldominos Gomez, Alejandro
  • Sanjuán Martínez, Oscar
  • Puerta Hoyas, Beatriz
  • Garcia Del Pozo, Maria Cristina
  • Nuñez Valdez, Edward Rolando
... View more Collapse

Period: 04-02-2013 - 03-04-2015

Type of funding: European

Funding entity: EUROPEAN COMMISSION RESEARCH EXECUTIVE AGENCY

TIN2011-28336 - MOVES: Gestion de Movilidad Eficiente y Sostenible

  • Isasi Viñuela, Pedro
  • Galvan Leon, Ines Maria
  • Valls Ferran, Jose Maria
  • Aler Mur, Ricardo
  • Cervantes Rovira, Alejandro
  • Saez Achaerandio, Yago
  • Estebanez Tascon, Cesar
  • Quintana Montero, David
  • Recio Isasi, Gustavo
  • Garcia Rodriguez, Sandra
  • Mochon Saez, Maria Asuncion
  • Sanjuán Martínez, Oscar
... View more Collapse

Period: 01-01-2012 - 31-03-2015

Type of funding: National

Funding entity: MINISTERIO DE CIENCIA E INNOVACION

TIN2008-06491-C04-03 - Mstar: Metaheuristicas multiobjetivo y economía

  • Isasi Viñuela, Pedro
  • Galvan Leon, Ines Maria
  • Valls Ferran, Jose Maria
  • Aler Mur, Ricardo
  • Luque Del Arco Calderon, Cristobal
  • Cervantes Rovira, Alejandro
  • Saez Achaerandio, Yago
  • Estebanez Tascon, Cesar
  • Quintana Montero, David
  • Recio Isasi, Gustavo
  • Garcia Rodriguez, Sandra
  • Mochon Saez, Maria Asuncion
... View more Collapse

Period: 01-01-2009 - 31-12-2011

Type of funding: National

Funding entity: MINISTERIO DE CIENCIA E INNOVACION

TSI-020110-2009-137 - elnkPLUSPLUS Plataforma Hardware y Software para el acceso a Contenidos Digitales mediante Tinta Electrónica

  • Saez Achaerandio, Yago
  • Galvan Leon, Ines Maria
  • Valls Ferran, Jose Maria
  • Isasi Viñuela, Pedro
  • Aler Mur, Ricardo
  • Cervantes Rovira, Alejandro
  • Estebanez Tascon, Cesar
  • Quintana Montero, David
  • Recio Isasi, Gustavo
... View more Collapse

Period: 18-02-2009 - 31-12-2011

Funding entity: MINISTERIO DE ENERGIA, TURISMO Y AGENDA DIGITAL

CCG07-UC3M/ESP-3286 - Técnicas de aprendizaje automático aplicadas al interfaz cerebro ordenador

  • Aler Mur, Ricardo
  • Galvan Leon, Ines Maria
  • Valls Ferran, Jose Maria
  • Isasi Viñuela, Pedro
  • Luque Del Arco Calderon, Cristobal
  • Cervantes Rovira, Alejandro
  • Saez Achaerandio, Yago
  • Estebanez Tascon, Cesar
  • Quintana Montero, David
... View more Collapse

Period: 01-01-2008 - 31-12-2008

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID-UC3M

CCG06-UC3M/ESP-0774  - Computación evolutiva para tareas de clasificación en minería de datos

  • Isasi Viñuela, Pedro
  • Galvan Leon, Ines Maria
  • Valls Ferran, Jose Maria
  • Aler Mur, Ricardo
  • Luque Del Arco Calderon, Cristobal
  • Cervantes Rovira, Alejandro
  • Saez Achaerandio, Yago
  • Estebanez Tascon, Cesar
  • Quintana Montero, David
... View more Collapse

Period: 01-01-2007 - 31-12-2007

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID-UC3M

Clasificación mediante Enjambre de Prototipos

  • Cervantes Rovira, Alejandro
  • Isasi Viñuela, Pedro
  • Galvan Leon, Ines Maria

Reading date: 14-07-2009

Machine Leaning methods for solar irradiance forecast blending and estimation

  • Aler Mur, Ricardo
  • Huertas Tato, Javier
  • Galvan Leon, Ines Maria

Reading date: 12-11-2019

Selección Guiada de Características y Búsqueda de Modelos Homogéneos en Datos de Alta Dimensionalidad. Un Enfoque Aplicado a Problemas de Teledetección

  • Galvan Leon, Ines Maria
  • Garcia Cuesta, Esteban
  • Castro Gonzalez, Antonio Jesus De

Reading date: 22-01-2010

Application of Multiobjective Evolutionary Techniques for Robust Portfolio Optimization

  • Galvan Leon, Ines Maria
  • Garcia Rodriguez, Sandra
  • Quintana Montero, David

Reading date: 20-12-2012

Predicción y selección de características, mediante análisis local de la fiabilidad, para el mercado de valores y su extensión a problemas de clasificación y regresión

  • Aler Mur, Ricardo
  • Martin Manso, Ricardo
  • Galvan Leon, Ines Maria

Reading date: 08-09-2017

This researcher has no patents or software licenses.

Last data update: 8/28/24 9:38 AM