11 citations · 12 across the 2 of their papers we have counts for
4 papers
Persistent topology for natural data analysis - A survey
Massimo Ferri
Natural data offer a hard challenge to data analysis. One set of tools is being developed by several teams to face this difficult task: Persistent topology. After a brief introduct…
A feasibility study for a persistent homology based k-Nearest Neighbor search algorithm in melanoma detection
Massimo Ferri, Ivan Tomba, Andrea Visotti +1
Persistent Homology is a fairly new branch of Computational Topology which combines geometry and topology for an effective shape description of use in Pattern Recognition. In parti…
Comparing persistence diagrams through complex vectors
Barbara Di Fabio, Massimo Ferri
The natural pseudo-distance of spaces endowed with filtering functions is precious for shape classification and retrieval; its optimal estimate coming from persistence diagrams is…
Multidimensional persistent homology is stable
Andrea Cerri, Barbara Di Fabio, Massimo Ferri +2
Multidimensional persistence studies topological features of shapes by analyzing the lower level sets of vector-valued functions. The rank invariant completely determines the multi…