2 papers
eess.SP2022
New penalized criteria for smooth non-negative tensor factorization with missing entries
Amaury Durand, François Roueff, Jean-Marc Jicquel +1
Tensor factorization models are widely used in many applied fields such as chemometrics, psychometrics, computer vision or communication networks. Real life data collection is ofte…
eess.SP2021
Smooth nonnegative tensor factorization for multi-sites electrical load monitoring
Amaury Durand, François Roueff, Jean-Marc Jicquel +1
The analysis of load curves collected from smart meters is a key step for many energy management tasks ranging from consumption forecasting to customers characterization and load m…