2 papers
stat.ME2024
Spatial quantile clustering of climate data
Carlo Gaetan, Paolo Girardi, Victor Muthama Musau
In the era of climate change, the distribution of climate variables evolves with changes not limited to the mean value. Consequently, clustering algorithms based on central tendenc…
stat.ME2022
Clustering of bivariate satellite time series: a quantile approach
Victor Muthama Musau, Carlo Gaetan, Paolo Girardi
Clustering has received much attention in Statistics and Machine learning with the aim of developing statistical models and autonomous algorithms which are capable of acquiring inf…