Andrés M. Alonso

Publication Activity (10 Years)

Years Active: 2002-2021
Publications (10 Years): 6

Top Topics

Weighted Distance

Fuzzy Clustering Algorithms

Multivariate Time Series

Top Venues

Comput. Stat. Data Anal.

Int. J. Approx. Reason.

Publications

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 (2021)
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) (2020)
Andrés M. Alonso, Daniel Peña
Clustering time series by linear dependency. Stat. Comput. 29 (4) (2019)
Andrés M. Alonso, Francisco Javier Nogales, Carlos Ruiz
A Single Scalable LSTM Model for Short-Term Forecasting of Disaggregated Electricity Loads. CoRR (2019)
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) (2018)
Pierpaolo D'Urso, Elizabeth Ann Maharaj, Andrés M. Alonso
Fuzzy clustering of time series using extremes. Fuzzy Sets Syst. 318 (2017)
Elizabeth Ann Maharaj, Andrés M. Alonso
Discriminant analysis of multivariate time series: Application to diagnosis based on ECG signals. Comput. Stat. Data Anal. 70 (2014)
Andrés M. Alonso, David Casado, Sara López-Pintado, Juan Romo
Robust Functional Supervised Classification for Time Series. J. Classif. 31 (3) (2014)
Andrés M. Alonso, Ana E. Sipols, Silvia Quintas
A single-index model procedure for interpolation intervals in time series. Comput. Stat. 28 (4) (2013)
Andrés M. Alonso, David Casado, Juan Romo
Supervised classification for functional data: A weighted distance approach. Comput. Stat. Data Anal. 56 (7) (2012)
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) (2011)
Andrés M. Alonso, Ana E. Sipols
A time series bootstrap procedure for interpolation intervals. Comput. Stat. Data Anal. 52 (4) (2008)
Elizabeth Ann Maharaj, Andrés M. Alonso
Discrimination of locally stationary time series using wavelets. Comput. Stat. Data Anal. 52 (2) (2007)
Andrés M. Alonso, Elizabeth Ann Maharaj
Comparison of time series using subsampling. Comput. Stat. Data Anal. 50 (10) (2006)
Andrés M. Alonso, Daniel Peña, Juan Romo
Missing Values Resampling for Time Series. COMPSTAT (2002)