no code implementations • 26 Oct 2023 • Aysin Tumay, Mustafa E. Aydın, Ali T. Koc, Suleyman S. Kozat
This hierarchical structure allows for flexible depth and feature selection.
no code implementations • 19 Sep 2023 • Mustafa E. Aydın, Arda Fazla, Suleyman S. Kozat
We achieve this by introducing novel state space representations for the base models, which are then combined to provide a full state space representation of the hybrid or the ensemble.
no code implementations • 25 Mar 2022 • Mustafa E. Aydın, Suleyman S. Kozat
We investigate nonlinear prediction in an online setting and introduce a hybrid model that effectively mitigates, via an end-to-end architecture, the need for hand-designed features and manual model selection issues of conventional nonlinear prediction/regression methods.