104 citations · 277 across the 22 of their papers we have counts for
3 papers · 1 filter
Constructing Interpretable Prediction Models with 1D DNNs: An Example in Irregular ECG Classification
Giacomo Lancia, Cristian Spitoni
This manuscript proposes a novel methodology for developing an interpretable prediction model for irregular Electrocardiogram (ECG) classification, using features extracted by a 1-…
Block approximations for probabilistic mixtures of elementary cellular automata
E. N. M. Cirillo, G. Lancia, C. Spitoni
Probabilistic Cellular Automata are a generalization of Cellular Automata. Despite their simple definition, they exhibit fascinating and complex behaviours. The stationary behaviou…
Particle transport based study of nucleation in a ferromagnetic three-state spin system with conservative dynamics
Vanessa Jacquier, Emilio Nicola Maria Cirillo, Cristian Spitoni
We pose the problem of metastability for a three--state spin system with conservative dynamics. We consider the Blume--Capel model with the Kawasaki dynamics, we prove that, in a p…