Tara Baldacchino
Tara Baldacchino
Unknown affiliation
Verified email at sheffield.ac.uk
Title
Cited by
Cited by
Year
Computational system identification for Bayesian NARMAX modelling
T Baldacchino, SR Anderson, V Kadirkamanathan
Automatica 49 (9), 2641-2651, 2013
492013
Structure detection and parameter estimation for NARX models in a unified EM framework
T Baldacchino, SR Anderson, V Kadirkamanathan
Automatica 48 (5), 857-865, 2012
322012
Variational Bayesian mixture of experts models and sensitivity analysis for nonlinear dynamical systems
T Baldacchino, EJ Cross, K Worden, J Rowson
Mechanical Systems and Signal Processing 66, 178-200, 2016
192016
Some recent developments in SHM based on nonstationary time series analysis
K Worden, T Baldacchino, J Rowson, EJ Cross
Proceedings of the IEEE 104 (8), 1589-1603, 2016
172016
Sparse Bayesian nonlinear system identification using variational inference
WR Jacobs, T Baldacchino, T Dodd, SR Anderson
IEEE Transactions on Automatic Control 63 (12), 4172-4187, 2018
132018
Simultaneous force regression and movement classification of fingers via surface EMG within a unified Bayesian framework
T Baldacchino, WR Jacobs, SR Anderson, K Worden, J Rowson
Frontiers in bioengineering and biotechnology 6, 13, 2018
112018
PWE-062 Gastroscopy without a Gastroscope! Feasibility In a Porcine Model Using a Magnetic Capsule
MF Hale, K Drew, T Baldacchino, S Anderson, DS Sanders, SA Riley, ...
Gut 62 (Suppl 1), A156-A156, 2013
82013
Robust nonlinear system identification: Bayesian mixture of experts using the t-distribution
T Baldacchino, K Worden, J Rowson
Mechanical Systems and Signal Processing 85, 977-992, 2017
62017
Sparse Bayesian identification of polynomial NARX models
WR Jacobs, T Baldacchino, SR Anderson
IFAC-PapersOnLine 48 (28), 172-177, 2015
62015
Estimation of Fingertip Force from Surface EMG
T Baldacchino, W Jacobs, SR Anderson, K Worden, J Rowson
Proceedings of the International Joint Conference on Biomedical Engineering …, 2015
12015
Statistical estimation and identification of nonlinear dynamic systems
T Baldacchino
University of Sheffield, 2011
12011
Nonlinear Time Series Analysis Using Bayesian Mixture of Experts
T Baldacchino, J Rowson, K Worden
Nonlinear Dynamics, Volume 2, 111-121, 2014
2014
Sensitivity analysis using a Bayesian mixture of experts model for a bifurcating Duffing oscillator
T Baldacchino, K Worden, J Rowson
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Articles 1–13