Andrés M. Alonso

19 papers Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Clustering time series by extremal dependence.
Int. J. Data Sci. Anal.
Andrés M. Alonso, P. Gabirondo, Manuel G. Scotto
2025 J jnl
Step-by-step learning.
Expert Syst. Appl.
Andrés M. Alonso
2024 J jnl
Energy forecast for a cogeneration system using dynamic factor models.
Comput. Ind. Eng.
Andrés M. Alonso, Ana E. Sipols, M. Teresa Santos-Martín
2021 J jnl
Cophenetic-based fuzzy clustering of time series by linear dependency.
Int. J. Approx. Reason.
Andrés M. Alonso, Pierpaolo D'Urso, Carolina Gamboa, Vanesa Guerrero
2020 J jnl
Hierarchical Clustering for Smart Meter Electricity Loads Based on Quantile Autocovariances.
IEEE Trans. Smart Grid
Andrés M. Alonso, Francisco J. Nogales, Carlos Ruiz
2019 J jnl
A Single Scalable LSTM Model for Short-Term Forecasting of Disaggregated Electricity Loads.
CoRR
Andrés M. Alonso, Francisco Javier Nogales, Carlos Ruiz
2019 J jnl
Clustering time series by linear dependency.
Stat. Comput.
Andrés M. Alonso, Daniel Peña
2018 J jnl
D-trace estimation of a precision matrix using adaptive Lasso penalties.
Adv. Data Anal. Classif.
Vahe Avagyan, Andrés M. Alonso, Francisco J. Nogales
2017 J jnl
Fuzzy clustering of time series using extremes.
Fuzzy Sets Syst.
Pierpaolo D'Urso, Elizabeth Ann Maharaj, Andrés M. Alonso
2014 J jnl
Discriminant analysis of multivariate time series: Application to diagnosis based on ECG signals.
Comput. Stat. Data Anal.
Elizabeth Ann Maharaj, Andrés M. Alonso
2014 J jnl
Robust Functional Supervised Classification for Time Series.
J. Classif.
Andrés M. Alonso, David Casado, Sara López-Pintado, Juan Romo
2013 J jnl
A single-index model procedure for interpolation intervals in time series.
Comput. Stat.
Andrés M. Alonso, Ana E. Sipols, Silvia Quintas
2012 J jnl
Supervised classification for functional data: A weighted distance approach.
Comput. Stat. Data Anal.
Andrés M. Alonso, David Casado, Juan Romo
2011 J jnl
Seasonal Dynamic Factor Analysis and Bootstrap Inference: Application to Electricity Market Forecasting.
Technometrics
Andrés M. Alonso, Carolina García-Martos, Julio Rodríguez, María Jesús Sánchez
2008 J jnl
A time series bootstrap procedure for interpolation intervals.
Comput. Stat. Data Anal.
Andrés M. Alonso, Ana E. Sipols
2007 J jnl
Discrimination of locally stationary time series using wavelets.
Comput. Stat. Data Anal.
Elizabeth Ann Maharaj, Andrés M. Alonso
2006 J jnl
Comparison of time series using subsampling.
Comput. Stat. Data Anal.
Andrés M. Alonso, Elizabeth Ann Maharaj
2006 J jnl
Time series clustering based on forecast densities.
Comput. Stat. Data Anal.
Andrés M. Alonso, José R. Berrendero, Adolfo Hernández, Ana Justel
2002 — conf
Missing Values Resampling for Time Series.
COMPSTAT
Andrés M. Alonso, Daniel Peña, Juan Romo