21 citations · 33 across the 6 of their papers we have counts for
6 papers
Fractal dimensions of complex networks: advocating for a topological approach
Rayna Andreeva, Haydeé Contreras-Peruyero, Sanjukta Krishnagopal +3
Topological Data Analysis (TDA) uses insights from topology to create representations of data able to capture global and local geometric and topological properties. Its methods hav…
A Topological Machine Learning Pipeline for Classification
Francesco Conti, Davide Moroni, Maria Antonietta Pascali
In this work, we develop a pipeline that associates Persistence Diagrams to digital data via the most appropriate filtration for the type of data considered. Using a grid search ap…
Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning
Francesco Conti, Martina Banchelli, Valentina Bessi +10
The cerebrospinal fluid (CSF) of 19 subjects who received a clinical diagnosis of Alzheimer's disease (AD) as well as of 5 pathological controls have been collected and analysed by…
Thermal vulnerability detection in integrated electronic and photonic circuits using IR thermography
Bilal Hussain, Bushra Jalil, Maria Antonietta Pascali +4
Failure prediction of any electrical/optical component is crucial for estimating its operating life. Using high temperature operating life (HTOL) tests, it is possible to model the…
Branched covers of the sphere and the prime-degree conjecture
Maria Antonietta Pascali, Carlo Petronio
To a branched cover between closed, connected and orientable surfaces one associates a "branch datum", which consists of the two surfaces, the total degree d, and the partitions of…
Surface branched covers and geometric 2-orbifolds
Maria Antonietta Pascali, Carlo Petronio
For a branched cover between two closed orientable surfaces, the Riemann-Hurwitz formula relates the Euler characteristics of the surfaces, the total degree of the cover, and the t…