2 papers
eess.SY2026
Classifying Transient Regimes in Dynamic Systems through Properties of Spatial Curves and Stochastic Processes: A Data-Driven Approach
Cristian Puerto-Santana, Javier Diaz-Rozo, Carlos Puerto-Santana +1
This article proposes a novel methodology for the classification of transient and stationary regimes in dynamic systems. Several sensor-based solutions for regime classification in…
cs.LG2026
Binned semiparametric Bayesian networks for efficient kernel density estimation
Rafael Sojo, Javier DÃaz-Rozo, Concha Bielza +1
This paper introduces a new type of probabilistic semiparametric model that takes advantage of data binning to reduce the computational cost of kernel density estimation in nonpara…