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ORCIDAndrés M. Alonso
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Journal Articles
- 2024
[j15]Andrés M. Alonso
, Ana E. Sipols, M. Teresa Santos-Martín:
Energy forecast for a cogeneration system using dynamic factor models. Comput. Ind. Eng. 197: 110525 (2024)- 2021
- [j14]Andrés M. Alonso, Pierpaolo D'Urso, Carolina Gamboa, Vanesa Guerrero:
Cophenetic-based fuzzy clustering of time series by linear dependency. Int. J. Approx. Reason. 137: 114-136 (2021) - 2020
- [j13]Andrés M. Alonso, Francisco J. Nogales, Carlos Ruiz:
Hierarchical Clustering for Smart Meter Electricity Loads Based on Quantile Autocovariances. IEEE Trans. Smart Grid 11(5): 4522-4530 (2020) - 2019
- [j12]Andrés M. Alonso, Daniel Peña:
Clustering time series by linear dependency. Stat. Comput. 29(4): 655-676 (2019) - 2018
- [j11]Vahe Avagyan, Andrés M. Alonso, Francisco J. Nogales:
D-trace estimation of a precision matrix using adaptive Lasso penalties. Adv. Data Anal. Classif. 12(2): 425-447 (2018) - 2017
- [j10]Pierpaolo D'Urso, Elizabeth Ann Maharaj, Andrés M. Alonso:
Fuzzy clustering of time series using extremes. Fuzzy Sets Syst. 318: 56-79 (2017) - 2014
- [j9]Andrés M. Alonso, David Casado, Sara López-Pintado, Juan Romo:
Robust Functional Supervised Classification for Time Series. J. Classif. 31(3): 325-350 (2014) - [j8]Elizabeth Ann Maharaj, Andrés M. Alonso:
Discriminant analysis of multivariate time series: Application to diagnosis based on ECG signals. Comput. Stat. Data Anal. 70: 67-87 (2014) - 2013
- [j7]Andrés M. Alonso, Ana E. Sipols, Silvia Quintas:
A single-index model procedure for interpolation intervals in time series. Comput. Stat. 28(4): 1463-1484 (2013) - 2012
- [j6]Andrés M. Alonso, David Casado, Juan Romo:
Supervised classification for functional data: A weighted distance approach. Comput. Stat. Data Anal. 56(7): 2334-2346 (2012) - 2011
- [j5]Andrés M. Alonso, Carolina García-Martos, Julio Rodríguez, María Jesús Sánchez:
Seasonal Dynamic Factor Analysis and Bootstrap Inference: Application to Electricity Market Forecasting. Technometrics 53(2): 137-151 (2011) - 2008
- [j4]Andrés M. Alonso, Ana E. Sipols:
A time series bootstrap procedure for interpolation intervals. Comput. Stat. Data Anal. 52(4): 1792-1805 (2008) - 2007
- [j3]Elizabeth Ann Maharaj, Andrés M. Alonso:
Discrimination of locally stationary time series using wavelets. Comput. Stat. Data Anal. 52(2): 879-895 (2007) - 2006
- [j2]Andrés M. Alonso, Elizabeth Ann Maharaj:
Comparison of time series using subsampling. Comput. Stat. Data Anal. 50(10): 2589-2599 (2006) - [j1]Andrés M. Alonso, José R. Berrendero, Adolfo Hernández, Ana Justel:
Time series clustering based on forecast densities. Comput. Stat. Data Anal. 51(2): 762-776 (2006)
Conference and Workshop Papers
- 2002
- [c1]Andrés M. Alonso, Daniel Peña, Juan Romo:
Missing Values Resampling for Time Series. COMPSTAT 2002: 461-466
Informal and Other Publications
- 2019
- [i1]Andrés M. Alonso, Francisco Javier Nogales, Carlos Ruiz:
A Single Scalable LSTM Model for Short-Term Forecasting of Disaggregated Electricity Loads. CoRR abs/1910.06640 (2019)
Coauthor Index
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