| A Bayesian non-parametric clustering approach for semi-supervised Structural Health Monitoring TJ Rogers, K Worden, R Fuentes, N Dervilis, UT Tygesen, EJ Cross Mechanical Systems and Signal Processing 119, 100-119, 2019 | 96 | 2019 |
| Machine learning at the interface of structural health monitoring and non-destructive evaluation P Gardner, R Fuentes, N Dervilis, C Mineo, SG Pierce, EJ Cross, ... Philosophical Transactions of the Royal Society A 378 (2182), 20190581, 2020 | 72 | 2020 |
| Detection of sub-surface damage in wind turbine bearings using acoustic emissions and probabilistic modelling R Fuentes, RS Dwyer-Joyce, MB Marshall, J Wheals, EJ Cross Renewable Energy 147, 776-797, 2020 | 61 | 2020 |
| On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression R Nayek, R Fuentes, K Worden, EJ Cross Mechanical Systems and Signal Processing 161, 107986, 2021 | 57 | 2021 |
| Equation discovery for nonlinear dynamical systems: A Bayesian viewpoint R Fuentes, R Nayek, P Gardner, N Dervilis, T Rogers, K Worden, ... Mechanical Systems and Signal Processing 154, 107528, 2021 | 57 | 2021 |
| Outlier ensembles: A robust method for damage detection and unsupervised feature extraction from high-dimensional data LA Bull, K Worden, R Fuentes, G Manson, EJ Cross, N Dervilis Journal of Sound and Vibration 453, 126-150, 2019 | 57 | 2019 |
| Enabling robotic adaptive behaviour capabilities for new industry 4.0 automated quality inspection paradigms C Mineo, M Vasilev, B Cowan, CN MacLeod, SG Pierce, C Wong, E Yang, ... Insight-Non-Destructive Testing and Condition Monitoring 62 (6), 338-344, 2020 | 44 | 2020 |
| A probabilistic compressive sensing framework with applications to ultrasound signal processing R Fuentes, C Mineo, SG Pierce, K Worden, EJ Cross Mechanical Systems and Signal Processing 117, 383-402, 2019 | 30 | 2019 |
| Aircraft parametric structural load monitoring using gaussian process regression R Fuentes, E Cross, A Halfpenny, K Worden, RJ Barthorpe EWSHM-7th European workshop on structural health monitoring, 2014 | 25 | 2014 |
| Autonomous ultrasonic inspection using Bayesian optimisation and robust outlier analysis R Fuentes, P Gardner, C Mineo, TJ Rogers, SG Pierce, K Worden, ... Mechanical Systems and Signal Processing 145, 106897, 2020 | 20 | 2020 |
| Efficient parameter identification and model selection in nonlinear dynamical systems via sparse Bayesian learning R Fuentes, N Dervilis, K Worden, EJ Cross Journal of Physics: Conference Series 1264 (1), 012050, 2019 | 16 | 2019 |
| On Bayesian Networks for Structural Health and Condition Monitoring R Fuentes University of Sheffield, 2017 | 14 | 2017 |
| Structural Health Monitoring and Damage Identification R Fuentes, EJ Cross, PA Gardner, LA Bull, TJ Rogers, RJ Barthorpe, ... Handbook of Experimental Structural Dynamics, 1-72, 2020 | 13 | 2020 |
| Swipe dynamics as a means of authentication: results from a Bayesian unsupervised approach P Lamb, A Millar, R Fuentes 2020 IEEE International Joint Conference on Biometrics (IJCB), 1-9, 2020 | 8 | 2020 |
| Autoregressive gaussian processes for structural damage detection R Fuentes, EJ Cross, A Halfpenny, RJ Barthorpe, K Worden Proceeding of the international conference on uncertainty in structural …, 2014 | 8 | 2014 |
| Observations on acoustic emissions from a line contact compressed into the plastic region R Fuentes, TP Howard, MB Marshall, EJ Cross, RS Dwyer-Joyce Proceedings of the Institution of Mechanical Engineers, Part J: Journal of …, 2016 | 7 | 2016 |
| Robust equation discovery considering model discrepancy: A sparse Bayesian and Gaussian process approach YC Zhu, P Gardner, DJ Wagg, RJ Barthorpe, EJ Cross, R Fuentes Mechanical Systems and Signal Processing 168, 108717, 2022 | 6 | 2022 |
| Compressive sensing for direct time of flight estimation in ultrasound-based NDT R Fuentes, K Worden, I Antoniadou, C Mineo, SG Pierce, EJ Cross 11th International Workshop on Structural Health Monitoring, 2017 | 5 | 2017 |
| Detecting Damage on Wind Turbine Bearings Using Acoustic Emissions and Gaussian Process Latent Variable Models R Fuentes, T Howard, MB Marshall, EJ Cros, R Dwyer-Joyce, T Huntley, ... Structural Health Monitoring 2015: System Reliability for Verification and …, 2015 | 5 | 2015 |
| A nonlinear robust outlier detection approach for SHM N Dervilis, T Zhang, L Bull, E Cross, T Rogers, R Fuentes, V Dertimanis, ... Proceedings of 8th International Operational Modal Analysis Conference …, 2019 | 4 | 2019 |
