55 citations · 60 across the 3 of their papers we have counts for
3 papers
Robust graphical lasso based on multivariate Winsorization
Ginette Lafit, Francisco Nogales, Marcelo Ruiz +1
We propose the use of a robust covariance estimator based on multivariate Winsorization in the context of the Tarr-Muller-Weber framework for sparse estimation of the precision mat…
Hierarchical Clustering for Smart Meter Electricity Loads based on Quantile Autocovariances
Andrés M. Alonso, F. Javier Nogales, Carlos Ruiz
In order to improve the efficiency and sustainability of electricity systems, most countries worldwide are deploying advanced metering infrastructures, and in particular household…
A Single Scalable LSTM Model for Short-Term Forecasting of Disaggregated Electricity Loads
Andrés M. Alonso, F. Javier Nogales, Carlos Ruiz
Most electricity systems worldwide are deploying advanced metering infrastructures to collect relevant operational data. In particular, smart meters allow tracking electricity load…