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stat.ME2015
Parsimonious Time Series Clustering
Carmela Iorio, Gianluca Frasso, Antonio D'Ambrosio +1
We introduce a parsimonious model-based framework for clustering time course data. In these applications the computational burden becomes often an issue due to the number of availa…
stat.ME2015
Boosted-Oriented Probabilistic Smoothing-Spline Clustering of Series
Carmela Iorio, Gianluca Frasso, Antonio D'Ambrosio +1
Fuzzy clustering methods allow the objects to belong to several clusters simultaneously, with different degrees of membership. However, a factor that influences the performance of…