Computational system identification for Bayesian NARMAX modelling T Baldacchino, SR Anderson, V Kadirkamanathan Automatica 49 (9), 2641-2651, 2013 | 67 | 2013 |
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 | 54 | 2018 |
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 | 45 | 2018 |
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 | 44 | 2012 |
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 | 41 | 2016 |
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 | 33 | 2016 |
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 | 18 | 2017 |
Sparse Bayesian identification of polynomial NARX models WR Jacobs, T Baldacchino, SR Anderson IFAC-PapersOnLine 48 (28), 172-177, 2015 | 8 | 2015 |
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 | 8 | 2013 |
Statistical estimation and identification of nonlinear dynamic systems T Baldacchino University of Sheffield, 2011 | 1 | 2011 |
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 | | 2015 |
Nonlinear Time Series Analysis Using Bayesian Mixture of Experts T Baldacchino, J Rowson, K Worden Nonlinear Dynamics, Volume 2: Proceedings of the 32nd IMAC, A Conference and …, 2014 | | 2014 |
Sensitivity analysis using a Bayesian mixture of experts model for a bifurcating Duffing oscillator T Baldacchino, K Worden, J Rowson | | |