1. A cointegration approach for heteroscedastic data based on a time series decomposition: An application to structural health monitoring. (1st April 2019) Authors: Shi, Haichen; Worden, Keith; Cross, Elizabeth J. Journal: Mechanical systems and signal processing Issue: Volume 120(2019) Page Start: 16 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A probabilistic compressive sensing framework with applications to ultrasound signal processing. (15th February 2019) Authors: Fuentes, Ramon; Mineo, Carmelo; Pierce, Stephen G.; Worden, Keith; Cross, Elizabeth J. Journal: Mechanical systems and signal processing Issue: Volume 117(2019) Page Start: 383 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A regime-switching cointegration approach for removing environmental and operational variations in structural health monitoring. (15th March 2018) Authors: Shi, Haichen; Worden, Keith; Cross, Elizabeth J. Journal: Mechanical systems and signal processing Issue: Volume 103(2018) Page Start: 381 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Model selection and parameter estimation in structural dynamics using approximate Bayesian computation. (15th January 2018) Authors: Ben Abdessalem, Anis; Dervilis, Nikolaos; Wagg, David; Worden, Keith Journal: Mechanical systems and signal processing Issue: Volume 99(2017) Page Start: 306 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. On the performance of a cointegration-based approach for novelty detection in realistic fatigue crack growth scenarios. (15th May 2019) Authors: Salvetti, Mauro; Sbarufatti, Claudio; Cross, Elisabeth; Corbetta, Matteo; Worden, Keith; Giglio, Marco Journal: Mechanical systems and signal processing Issue: Volume 123(2019) Page Start: 84 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Robust nonlinear system identification: Bayesian mixture of experts using the t-distribution. (15th February 2017) Authors: Baldacchino, Tara; Worden, Keith; Rowson, Jennifer Journal: Mechanical systems and signal processing Issue: Volume 85(2017) Page Start: 977 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Robust nonlinear system identification: Bayesian mixture of experts using the t-distribution. (15th February 2017) Authors: Baldacchino, Tara; Worden, Keith; Rowson, Jennifer Journal: Mechanical systems and signal processing Issue: Volume 85(2017) Page Start: 977 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Structured machine learning tools for modelling characteristics of guided waves. (July 2021) Authors: Haywood-Alexander, Marcus; Dervilis, Nikolaos; Worden, Keith; Cross, Elizabeth J.; Mills, Robin S.; Rogers, Timothy J. Journal: Mechanical systems and signal processing Issue: Volume 156(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Variational Bayesian mixture of experts models and sensitivity analysis for nonlinear dynamical systems. (January 2016) Authors: Baldacchino, Tara; Cross, Elizabeth J.; Worden, Keith; Rowson, Jennifer Journal: Mechanical systems and signal processing Issue: Volume 66/67(2016) Page Start: 178 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗