Items where authors include "Baldacchino, T."

Article

Jacobs, W.R., Baldacchino, T., Dodd, T.J. orcid.org/0000-0001-6820-4526 et al. (1 more author) (2018) Sparse Bayesian Nonlinear System Identification using Variational Inference. IEEE Transactions on Automatic Control, 63 (12). pp. 4172-4187. ISSN 0018-9286

Baldacchino, T., Jacobs, W.R., Anderson, S.R. et al. (2 more authors) (2018) Simultaneous Force Regression and Movement Classification of Fingers via Surface EMG within a Unified Bayesian Framework. Frontiers in Bioengineering and Biotechnology. ISSN 2296-4185

Baldacchino, T., Worden, K. orcid.org/0000-0002-1035-238X and Rowson, J. orcid.org/0000-0002-5226-680X (2017) Robust nonlinear system identification: Bayesian mixture of experts using the t-distribution. Mechanical Systems and Signal Processing, 85. pp. 977-992. ISSN 0888-3270

Baldacchino, T., Cross, E.J., Worden, K. orcid.org/0000-0002-1035-238X et al. (1 more author) (2016) Variational Bayesian mixture of experts models and sensitivity analysis for nonlinear dynamical systems. Mechanical Systems and Signal Processing, 66-67. pp. 178-200. ISSN 0888-3270

Proceedings Paper

Jacobs, W.R., Baldacchino, T. and Anderson, S.R. orcid.org/0000-0002-7452-5681 (2015) Sparse Bayesian identification of polynomial NARX models. In: IFAC-PapersOnLine. 17th IFAC Symposium on System Identification SYSID, 19-21 Oct 2015, Beijing, China. Elsevier BV , pp. 172-177.