35 citations · 99 across the 13 of their papers we have counts for
3 papers · 1 filter
Equation Discovery for Nonlinear System Identification
Nikola Simidjievski, Ljupčo Todorovski, Juš Kocijan +1
Equation discovery methods enable modelers to combine domain-specific knowledge and system identification to construct models most suitable for a selected modeling task. The method…
Meta-Model Framework for Surrogate-Based Parameter Estimation in Dynamical Systems
Žiga Lukšič, Jovan Tanevski, Sašo Džeroski +1
The central task in modeling complex dynamical systems is parameter estimation. This task involves numerous evaluations of a computationally expensive objective function. Surrogate…
Reconstructing dynamical networks via feature ranking
Marc G. Leguia, Zoran Levnajic, Ljupco Todorovski +1
Empirical data on real complex systems are becoming increasingly available. Parallel to this is the need for new methods of reconstructing (inferring) the topology of networks from…