1 code implementation • 28 Feb 2022 • Themistoklis Botsas, Lachlan R. Mason, Omar K. Matar, Indranil Pan
In our previous work, we introduced the rule-based Bayesian Regression, a methodology that leverages two concepts: (i) Bayesian inference, for the general framework and uncertainty quantification and (ii) rule-based systems for the incorporation of expert knowledge and intuition.
4 code implementations • 2 Aug 2020 • Themistoklis Botsas, Lachlan R. Mason, Indranil Pan
We introduce a novel rule-based approach for handling regression problems.
no code implementations • 23 Jul 2020 • Romit Maulik, Themistoklis Botsas, Nesar Ramachandra, Lachlan Robert Mason, Indranil Pan
We assess the viability of this algorithm for an advection-dominated system given by the inviscid shallow water equations.