2 papers
math.OC2024
Ensemble-localized Kernel Density Estimation with Applications to the Ensemble Gaussian Mixture Filter
Andrey A. Popov, Enrico M. Zucchelli, Renato Zanetti
The ensemble Gaussian mixture filter (EnGMF) is a non-linear filter suited to data assimilation of highly non-Gaussian and non-linear models that has practical utility in the case…
cs.IR2024
A Sensor-Based Simulation Method for Spatiotemporal Event Detection
Yuqin Jiang, Andrey A. Popov, Zhenlong Li +2
Human movements in urban areas are essential to understand human-environment interactions. However, activities and associated movements are full of uncertainties due to the complex…