Sašo Džeroski

Combinatorial search for selecting the structure of models of dynamical systems with equation discovery

2019 · Engineering Applications of Artificial Intelligence

Automated modeling aims at the induction of mathematical models, both their structure and parameter values, from time-series measurements of observed system variables. In this paper, we address the task of model structure selection, i.e., selecting …

Artificial intelligence to advance Earth observation: : A review of models, recent trends, and pathways forward

2023 · arXiv (Cornell University)

Earth observation (EO) is a prime instrument for monitoring land and ocean processes, studying the dynamics at work, and taking the pulse of our planet. This article gives a bird's eye view of the essential …