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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.
Alonso Fernandez, Andres Modesto amalonso@est-econ.uc3m.es
Publications
- Articles 33
- Books 1
- Book chapters 1
- Conferences 10
- Working papers 7
- Technical reports 0
- Research projects 15
- Supervised theses 4
- Patent or software license 0
A Single Scalable LSTM Model for Short-Term Forecasting of Massive Electricity Time Series
- Alonso Fernandez, Andres Modesto
- Nogales Martin, Fco. Javier
- Ruiz Mora, Carlos
Energies (Energies) (p. 5328) - 10/2020
https://doi.org/10.3390/en13205328 View at source
- ISSN 1996-1073
A Time Series Bootstrap Procedure for Interpolation Intervals
- Alonso AM
- Sipols AE
COMPUTATIONAL STATISTICS & DATA ANALYSIS (p. 1792-1805) - 10/1/2008
https://doi.org/10.1016/j.csda.2007.05.029 View at source
- EISSN 1872-7352
- ISSN 0167-9473
A robust procedure to build dynamic factor models with cluster structure
- Alonso Fernandez, Andres Modesto
- Galeano San Miguel, Pedro
- Peña Sanchez De Rivera, Daniel
Journal of Econometrics (p. 35-52) - 5/2020
https://doi.org/10.1016/j.jeconom.2020.01.004 View at source
- EISSN 1872-6895
- ISSN 0304-4076
A single-index model procedure for interpolation intervals in time series
- Alonso, Andres M.
- Sipols, Ana E.
- Quintas, Silvia;
COMPUTATIONAL STATISTICS (p. 1463-1484) - 1/8/2013
https://doi.org/10.1007/s00180-012-0355-8 View at source
- EISSN 1613-9658
- ISSN 0943-4062
Adaptive EWMA control charts with time-varying smoothing parameter
- Ugaz Sanchez, Willy Ericson
- Sanchez Rodriguez-morcillo, Ismael
- Alonso Fernandez, Andres Modesto
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (p. 3847-3858) - 12/2017
https://doi.org/10.1007/s00170-017-0792-1 View at source
- EISSN 1433-3015
- ISSN 0268-3768
Adaptive EWMA-S2 control charts with adaptive smoothing parameter
- Ugaz, Willy
- Alonso Fernandez, Andres Modesto
- Sanchez Rodriguez-morcillo, Ismael
Quality Engineering (p. 100-112) - 7/2020
https://doi.org/10.1080/08982112.2020.1776326 View at source
- EISSN 1532-4222
- ISSN 0898-2112
Bias correction for time series factor models
- Alonso, Andres M.
- Bastos, Guadalupe
- Garcia-Martos, Carolina;
Journal Of Statistical Computation And Simulation (p. 1576-1602) - 24/5/2018
10.1080/00949655.2018.1442467 View at source
- EISSN 1563-5163
- ISSN 0094-9655
Clustering Time Series of Sea Levels: Extreme Value Approach
- Gonzalez Scotto, Manuel
- Alonso Fernandez, Andres Modesto
- Barbosa, Susana M.
JOURNAL OF WATERWAY PORT COASTAL AND OCEAN ENGINEERING (p. 215-225) - 7/2010
https://doi.org/10.1061/(asce)ww.1943-5460.0000045 View at source
- EISSN 1943-5460
- ISSN 0733-950X
Clustering seasonal time series using extreme value analysis: an application to Spanish temperature time series
- Alonso Fernandez, Andres Modesto
- Maharaj, Elisabeth A.
- D'urso, Pierpaolo
Communications in Statistics - Case Studies and Data Analysis (p. 175-191) - 5/2016
https://doi.org/10.1080/23737484.2016.1179140 View at source
Clustering time series by linear dependency
- Alonso Fernandez, Andres Modesto
- Peña Sanchez De Rivera, Daniel
STATISTICS AND COMPUTING (p. 655-676) - 7/2019
10.1007/s11222-018-9830-6 View at source
- EISSN 1573-1375
- ISSN 0960-3174
Model-Based Clustering of Extreme Sea Level Heights. In: Sea Level Rise, Coastal Engineering, Shorelines and Tides
- Gonzalez Scotto, Manuel
- Barbosa, Susana M.
- Alonso Fernandez, Andres Modesto
Sea Level Rise, Coastal Engineering, Shorelines and Tides (p. 277-294) - 1/2011
Editor: NOVA SCIENCE PUBLISHERS INC
- ISBN 978-1-61728-655-1
A Functional Data Approach for Discrimination of Times Series
- Alonso Fernandez, Andres Modesto
- Casado De Lucas, David
- Lopez Pintado, Sara
- Romo Urroz, Juan
18th International Conference on Computational Statistics (COMPSTAT 08) - 2008
Editor: Physica-Verlag
- ISBN 978-3-7908-2083-6
A procedure for clustering time series
- Alonso Fernandez, Andres Modesto
- Peña Sanchez De Rivera, Daniel
9th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2016) - 2016
Clasificación de series temporales mediante análisis de datos funcionales: una aplicación en Geología
- Alonso Fernandez, Andres Modesto
- Casado De Lucas, David
- Romo Urroz, Juan
- Lopez Pintado, Sara
XXXII Congreso Nacional de Estadística e Investigación Operativa. VI Jornadas de Estadística Pública (SEIO 2010) (p. 72-72) - 2010
- ISBN 978-84-693-6152-8
Clustering time series by dependence measures
- Alonso Fernandez, Andres Modesto
- Peña Sanchez De Rivera, Daniel
VI Jornada de Estadística UAM - 2017
Comparing generalized pareto models fitted to extreme observation: an application to the largest temperatures in Spain
- Alonso Fernandez, Andres Modesto
- Bermudez, Patricia De Zea
- Scotto, Manuel G
6rd International Conference of the ERCIM Working Group on Computing & Statistics (p. 1221-1233) - 7/2013
https://doi.org/10.1007/s00477-013-0809-8 View at source
- EISSN 1436-3259
- ISSN 1436-3240
Model Averaging in Dynamic Factor Models: An Application to Electricity Prices Forecasting
- Guadalupe Bastos
- Andrés M. Alonso
- García Martos, Carolina
Proceedings Cfe'12 (p. 0-0) - 1/12/2012
- iMarina
- UC3M
Modelling multiple seasonalities of NO2 hourly pollution levels
- Ávila, Matías Luis
- Alonso Fernandez, Andres Modesto
- Peña Sanchez De Rivera, Daniel
XVIII Congreso de Biometría CEBMADRID (p. 57) - 2022
- ISBN 978-84-16829-70-5
Predicción y clasificación basada en distancias parcialmente observadas: aplicaciones al mercado eléctrico
- Alonso Fernandez, Andres Modesto
Análisis económico y Big Data - 2020
Robust Functional Classification for Time Series
- Romo Urroz, Juan
- Alonso Fernandez, Andres Modesto
- Casado De Lucas, David
- Lopez Pintado, Sara
XXXIII Congreso Nacional de Estadística e Investigación Operativa y de las VII Jornadas de Estadística Pública - 2012
Time Series Classification
- Romo Urroz, Juan
- Alonso Fernandez, Andres Modesto
- Lopez, Sara
- Casado De Lucas, David
8th Scientific Meeting of the CLAssification and Data Analysis Group of the Italian Statistical Society, CLADAG 2011 - 2011
A Functional Data Based Method for Time Series Classification
- Alonso Fernandez, Andres Modesto
- Casado De Lucas, David
- Lopez Pintado, Sara
- Romo Urroz, Juan
2008
Editor: UNIVERSIDAD CARLOS III DE MADRID
A Methodology for Population Projections: An Application to Spain
- Alonso Fernandez, Andres Modesto
- Peña Sanchez De Rivera, Daniel
- Rodríguez, Julio
2008
Editor: UNIVERSIDAD CARLOS III DE MADRID
BIAS correction for dynamic factor models
- Alonso Fernandez, Andres Modesto
- Bastos, Guadalupe
- Garcia-martos, Carolina
2017
Classification of Functional Data: A Weighted Distance Approach
- Alonso Fernandez, Andres Modesto
- Casado De Lucas, David
- Romo Urroz, Juan
2009
Editor: UNIVERSIDAD CARLOS III DE MADRID
D-trace Precision Matrix Estimation Using Adaptive Lasso Penalties
- Avagyan, Vahe
- Alonso Fernandez, Andres Modesto
- Nogales Martin, Fco. Javier
2015
Discriminant analysis of multivariate time series using wavelets
- Maharaj, Elizabeth Ann
- Alonso Fernandez, Andres Modesto
2012
Editor: Universidad Carlos III de Madrid. Departamento de Estadística
This researcher has no technical reports.
PID2019-108311GB-I00 - Procedimientos estadísticos computacionales para datos dinámicos con estructura de dependencia compleja y aplicaciones
- Galeano San Miguel, Pedro
- Alonso Fernandez, Andres Modesto
- Garcia Sipols, Ana Elizabeth
- Wiper, Michael Peter
- Ausin Olivera, Maria Concepcion
Period: 01-06-2020 - 31-05-2023
Type of funding: National
Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)
SOLUCIÓN MACHINE LEARNING PARA EL DISEÑO DE ESTRATEGIAS DE VENTA
- Nogales Martin, Fco. Javier
- Alonso Fernandez, Andres Modesto
Period: 26-06-2020 - 27-12-2021
Type of funding: National
Funding entity: TELYNET SA
Técnicas de Predicción y Gestión de Riesgos Relacionados con los Mercados de Gas y Electricidad.
- Nogales Martin, Fco. Javier
- Alonso Fernandez, Andres Modesto
Period: 01-10-2007 - 15-12-2007
Funding entity: CAPGEMINI ESPAÑA S.L.U.,
CCG07-UC3M/HUM-3260 - Técnicas estadísticas para la estimación y clasificación en modelos complejos.
- Lillo Rodriguez, Rosa Elvira
- Ramirez Cobo, Josefa
- Franco Pereira, Alba Maria
- Cascos Fernandez, Ignacio
- Alonso Fernandez, Andres Modesto
- Lee Hwang, Dae-jin
- Torrado Robles, Nuria
- Casas Villalba, Maria Isabel
- Giuliodori, Maria Andrea
- Heredia, Mariana
Period: 01-01-2008 - 31-12-2008
Type of funding: Regional
Funding entity: COMUNIDAD DE MADRID-UC3M
UC3M-ECO-05-072 - Técnicas no paramétricas y de computación intensiva en estadística
- Romo Urroz, Juan
- Muñoz Garcia, Alberto
- Peña Sanchez De Rivera, Daniel
- Torrente Orihuela, Ester Aurora
- Prieto Fernandez, Francisco Javier
- Durban Reguera, Maria Luz
- Wiper, Michael Peter
- Ausin Olivera, Maria Concepcion
- Romera Ayllon, Maria Rosario
- Lillo Rodriguez, Rosa Elvira
- Velilla Cerdan, Santiago
- Lopez Pintado, Sara
- Villagarcia Casla, Teresa
- Baillo Moreno, Amparo
- Lopez Lopez, Angel
- Molina Peralta, Isabel
- Diasparra Ramos, Maikol Alejandra
- Ramirez Cobo, Josefa
- Franco Pereira, Alba Maria
- Casado De Lucas, David
- Marin Diazaraque, Juan Miguel
- Alonso Fernandez, Andres Modesto
- Lee Hwang, Dae-jin
- Rodriguez, Alejandro Federico
- Giuliodori, Maria Andrea
- Cabras, Stefano
- Alva Chavez ., Kenedy Pedro
Period: 01-01-2006 - 31-12-2006
Type of funding: Regional
Funding entity: COMUNIDAD DE MADRID-UC3M
Classification Techniques for Time Series and Functional Data
- Rodriguez Puerta, Julio (Autor o Coautor)
- Alonso Fernandez, Andres Modesto (Autor o Coautor)
- Berrendero Diaz, Jose Ramon (Autor o Coautor)
- Andrés M Alonso Fernández (Director)
- Juan José Romo Urroz (Director) Doctorando: David Casado de Lucas
1/1/2010
Reading date: 12-07-2010
- iMarina
- UC3M
Contributions to Time Series Factor Modeling: Model Averaging and Bias Correction
- Rodriguez Puerta, Julio (Autor o Coautor)
- Alonso Fernandez, Andres Modesto (Autor o Coautor)
- Andrés M (Director)
- Carolina García Martos (Director) Doctorando: Guadalupe Bastos
1/1/2017
Reading date: 12-05-2017
- iMarina
- UC3M
Gráficos de control EWMA adaptativos con parámetro de suavizado variable en el tiempo.
- Alonso Fernandez, Andres Modesto
- Ugaz Sanchez, Willy Ericson
- Sanchez Rodriguez-morcillo, Ismael
Reading date: 19-12-2016
Reading institution: CAMPUS DE LEGANES
This researcher has no patents or software licenses.
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