2 papers
stat.AP2024
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-…
nlin.CG2024
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…