Πλοήγηση ανά Θέμα "Hierarchical clustering"
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Clustering of Urban Road Paths; Identifying the Optimal Set of Linear and Nonlinear Clustering Features
(2021)Urban traffic is undoubtedly a dynamic phenomenon presenting variations over both time and space, that in the majority of cases are the result of a mixture of, either well known (i.e. weather, seasonality) or not easily ... -
Nonlinear dimensionality reduction for clustering
(2020)We introduce an approach to divisive hierarchical clustering that is capable of identifying clusters in nonlinear manifolds. This approach uses the isometric mapping (Isomap) to recursively embed (subsets of) the data in ...