[HTML][HTML] Explainable active learning metamodeling for simulations: Method and experiments for ATM performance assessment

C Riis, F Antunes, T Bolić, G Gurtner, A Cook… - … Research Part C …, 2024 - Elsevier
The use of Air traffic management (ATM) simulators for planing and operations can be
challenging due to their modelling complexity. This paper presents XALM (eXplainable …

Mixture of Gaussian Processes for Bayesian Active Learning

C Riis, F Rodrigues, FC Pereira - Authorea Preprints, 2023 - techrxiv.org
This paper introduces a Mixture of Gaussian processes (MGP) model and explores its
application in the context of Bayesian active learning. The MGP offers an alternative …

NOSTROMO-D1. 2-Final Project Results Report

G Gurtner, F Camara Pereira, M Cano… - 2022 - westminsterresearch.westminster.ac …
The main objective of the NOSTROMO project has been to develop, demonstrate and
evaluate an innovative modelling approach for the rigorous and comprehensive assessment …