2 papers
cs.LG2025
Inference of hidden common driver dynamics by anisotropic self-organizing neural networks
Zsigmond Benkő, Marcell Stippinger, Zoltán Somogyvári
We are introducing a novel approach to infer the underlying dynamics of hidden common drivers, based on analyzing time series data from two driven dynamical systems. The inference…
cs.LG2023
Feature space reduction method for ultrahigh-dimensional, multiclass data: Random forest-based multiround screening (RFMS)
Gergely Hanczár, Marcell Stippinger, Dávid Hanák +4
In recent years, numerous screening methods have been published for ultrahigh-dimensional data that contain hundreds of thousands of features; however, most of these features canno…