39 citations · 39 across the 2 of their papers we have counts for
2 papers
stat.ML2017
Nonnegative matrix factorization with side information for time series recovery and prediction
Jiali Mei, Yohann De Castro, Yannig Goude +2
Motivated by the reconstruction and the prediction of electricity consumption, we extend Nonnegative Matrix Factorization~(NMF) to take into account side information (column or row…
stat.ML2010★ 39 cited
Exploratory Analysis of Functional Data via Clustering and Optimal Segmentation
Georges Hébrail, Bernard Hugueney, Yves Lechevallier +1
We propose in this paper an exploratory analysis algorithm for functional data. The method partitions a set of functions into clusters and represents each cluster by a simple p…