Keith Worden

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 47

Top Topics

Active Learning

Health Monitoring

Hierarchical Bayesian

Top Venues

J. Sens. Actuator Networks

Publications

S. M. Smith, Aidan J. Hughes, Tina A. Dardeno, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden
Anomaly Detection in Offshore Wind Turbine Structures using Hierarchical Bayesian Modelling. CoRR (2024)
Aidan J. Hughes, Giulia Delo, Jack Poole, Nikolaos Dervilis, Keith Worden
Quantifying the value of positive transfer: An experimental case study. CoRR (2024)
Antonios Kamariotis, Eleni N. Chatzi, Daniel Straub, Nikolaos Dervilis, Kai Goebel, Aidan J. Hughes, Geert Lombaert, Costas Papadimitriou, Konstantinos G. Papakonstantinou, Matteo Pozzi, Michael Todd, Keith Worden
Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems. CoRR (2024)
Marcus Haywood-Alexander, Nikolaos Dervilis, Keith Worden, Robin S. Mills, Purim Ladpli, Timothy J. Rogers
A Bayesian Method for Material Identification of Composite Plates via Dispersion Curves. Sensors 23 (1) (2023)
Tina A. Dardeno, Robin S. Mills, Nikolaos Dervilis, Keith Worden, Lawrence A. Bull
On the hierarchical Bayesian modelling of frequency response functions. CoRR (2023)
W. Lin, Keith Worden, Elizabeth J. Cross
Population-based wind farm monitoring based on a spatial autoregressive approach. CoRR (2023)
Aidan J. Hughes, Jack Poole, Nikolaos Dervilis, Paul Gardner, Keith Worden
A decision framework for selecting information-transfer strategies in population-based SHM. CoRR (2023)
Aidan J. Hughes, Jack Poole, Nikolaos Dervilis, Paul Gardner, Keith Worden
Quantifying the value of information transfer in population-based SHM. CoRR (2023)
George Tsialiamanis, Nikolaos Dervilis, David J. Wagg, Keith Worden
Towards a population-informed approach to the definition of data-driven models for structural dynamics. CoRR (2023)
George Tsialiamanis, Nikolaos Dervilis, David J. Wagg, Keith Worden
A Meta-Learning Approach to Population-Based Modelling of Structures. CoRR (2023)
S. C. Bee, Evangelos Papatheou, Marcus Haywood-Alexander, Robin S. Mills, Lawrence A. Bull, Keith Worden, Nikolaos Dervilis
Better Together: Using Multi-task Learning to Improve Feature Selection within Structural Datasets. CoRR (2023)
Sarah Bee, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden
When is an SHM problem a Multi-Task-Learning problem? CoRR (2023)
Daniel R. Clarkson, Lawrence A. Bull, Tina A. Dardeno, Chandula T. Wickramarachchi, Elizabeth J. Cross, Timothy J. Rogers, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting. CoRR (2023)
Aidan J. Hughes, Paul Gardner, Keith Worden
Towards risk-informed PBSHM: Populations as hierarchical systems. CoRR (2023)
Tristan Gowdridge, Nikolaos Dervilis, Keith Worden
On the application of topological data analysis: a Z24 Bridge case study. CoRR (2022)
Tristan Gowdridge, Elizabeth J. Cross, Nikolaos Dervilis, Keith Worden
A topological analysis of cointegrated data: a Z24 Bridge case study. CoRR (2022)
George Tsialiamanis, David J. Wagg, P. A. Gardner, Nikolaos Dervilis, Keith Worden
On partitioning of an SHM problem and parallels with transfer learning. CoRR (2022)
Tristan Gowdridge, Nikolaos Dervilis, Keith Worden
On topological data analysis for structural dynamics: an introduction to persistent homology. CoRR (2022)
Jack Poole, Paul Gardner, Nikolaos Dervilis, Lawrence A. Bull, Keith Worden
On statistic alignment for domain adaptation in structural health monitoring. CoRR (2022)
Tina A. Dardeno, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden
A generalised form for a homogeneous population of structures using an overlapping mixture of Gaussian processes. CoRR (2022)
George Tsialiamanis, M. D. Champneys, Nikolaos Dervilis, David J. Wagg, Keith Worden
On the application of generative adversarial networks for nonlinear modal analysis. CoRR (2022)
George Tsialiamanis, David J. Wagg, Nikolaos Dervilis, Keith Worden
On generating parametrised structural data using conditional generative adversarial networks. CoRR (2022)
Aidan J. Hughes, Lawrence A. Bull, Paul Gardner, Nikolaos Dervilis, Keith Worden
Mitigating sampling bias in risk-based active learning via an EM algorithm. CoRR (2022)
Christopher A. Lindley, Scott Beamish, Rob Dwyer-Joyce, Nikolaos Dervilis, Keith Worden
A Bayesian Approach for Shaft Centre Localisation in Journal Bearings. CoRR (2022)
Aidan J. Hughes, Paul Gardner, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden
Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers. CoRR (2022)
George Tsialiamanis, David J. Wagg, Nikolaos Dervilis, Keith Worden
On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation. CoRR (2022)
Daniel S. Brennan, Julian Gosliga, Paul Gardner, Robin S. Mills, Keith Worden
On the application of population-based structural health monitoring in aerospace engineering. Frontiers Robotics AI 9 (2022)
George Tsialiamanis, Charilaos Mylonas, Eleni N. Chatzi, David J. Wagg, Nikolaos Dervilis, Keith Worden
On an application of graph neural networks in population based SHM. CoRR (2022)
George Tsialiamanis, David J. Wagg, Nikolaos Dervilis, Keith Worden
On generative models as the basis for digital twins. CoRR (2022)
Daniel S. Brennan, Julian Gosliga, Paul Gardner, Robin S. Mills, Keith Worden
On the application of population-based structural health monitoring in aerospace engineering. Future Internet 9 (2022)
Tina A. Dardeno, Lawrence A. Bull, Robin S. Mills, Nikolaos Dervilis, Keith Worden
Modelling variability in vibration-based PBSHM via a generalised population form. CoRR (2022)
Aidan J. Hughes, Lawrence A. Bull, Paul Gardner, Nikolaos Dervilis, Keith Worden
On robust risk-based active-learning algorithms for enhanced decision support. CoRR (2022)
Tristan Gowdridge, Nikolaos Devilis, Keith Worden
On topological data analysis for SHM; an introduction to persistent homology. CoRR (2022)
Sikai Zhang, Tingna Wang, Keith Worden, Elizabeth J. Cross
Canonical-Correlation-Based Fast Feature Selection. CoRR (2021)
Lawrence A. Bull, Paul Gardner, Timothy J. Rogers, Elizabeth J. Cross, Nikolaos Dervilis, Keith Worden
Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data. CoRR (2021)
Marcus Haywood-Alexander, Nikolaos Dervilis, Keith Worden, Elizabeth J. Cross, Robin S. Mills, Timothy J. Rogers
Structured Machine Learning Tools for Modelling Characteristics of Guided Waves. CoRR (2021)
Kartik Chandrasekhar, Nevena Stevanovic, Elizabeth J. Cross, Nikolaos Dervilis, Keith Worden
Damage detection in operational wind turbine blades using a new approach based on machine learning. CoRR (2021)
Lawrence A. Bull, P. A. Gardner, Timothy J. Rogers, Nikolaos Dervilis, Elizabeth J. Cross, Evangelos Papatheou, Andrew Eoghan Maguire, C. Campos, Keith Worden
Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm. CoRR (2021)
George Tsialiamanis, Charilaos Mylonas, Eleni N. Chatzi, Nikolaos Dervilis, David J. Wagg, Keith Worden
Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces. CoRR (2021)
Aidan J. Hughes, Lawrence A. Bull, Paul Gardner, Robert James Barthorpe, Nikolaos Dervilis, Keith Worden
On risk-based active learning for structural health monitoring. CoRR (2021)
Robert James Barthorpe, Keith Worden
Emerging Trends in Optimal Structural Health Monitoring System Design: From Sensor Placement to System Evaluation. J. Sens. Actuator Networks 9 (3) (2020)
Rajdip Nayek, Ramón Fuentes, Keith Worden, Elizabeth J. Cross
On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression. CoRR (2020)
Matthew R. Jones, Timothy J. Rogers, Keith Worden, Elizabeth J. Cross
A Bayesian methodology for localising acoustic emission sources in complex structures. CoRR (2020)
Charilaos Mylonas, George Tsialiamanis, Keith Worden, Eleni N. Chatzi
Bayesian graph neural networks for strain-based crack localization. CoRR (2020)
Stefania Chetcuti Zammit, Lawrence A. Bull, David S. Sanders, Jessica Galvin, Nikolaos Dervilis, Reena Sidhu, Keith Worden
Towards the Probabilistic Analysis of Small Bowel Capsule Endoscopy Features to Predict Severity of Duodenal Histology in Patients with Villous Atrophy. J. Medical Syst. 44 (11) (2020)
Nikolaos Dervilis, Elizabeth J. Cross, Ifigeneia Antoniadou, Charles R. Farrar, Keith Worden
Aspects of computational intelligence in structural dynamics: Structural health monitoring. SSCI (2017)
Keith Worden, Tara Baldacchino, Jennifer Rowson, Elizabeth J. Cross
Some Recent Developments in SHM Based on Nonstationary Time Series Analysis. Proc. IEEE 104 (8) (2016)
Evangelos Papatheou, Nikolaos Dervilis, Andrew Eoghan Maguire, Ifigeneia Antoniadou, Keith Worden
A Performance Monitoring Approach for the Novel Lillgrund Offshore Wind Farm. IEEE Trans. Ind. Electron. 62 (10) (2015)
Tara Baldacchino, William R. Jacobs, Sean R. Anderson, Keith Worden, Jennifer Rowson
Estimation of Fingertip Force from Surface EMG - A Multivariate Bayesian Mixture of Experts Approach. BIOSIGNALS (2015)
Eloi Figueiredo, Joaquim Figueiras, Gyuhae Park, Charles R. Farrar, Keith Worden
Influence of the Autoregressive Model Order on Damage Detection. Comput. Aided Civ. Infrastructure Eng. 26 (3) (2011)
S. Gaerth Pierce, Keith Worden, Graeme Manson
Evaluation of neural network performance and generalisation using thresholding functions. Neural Comput. Appl. 16 (2) (2007)
S. Gaerth Pierce, Yakov Ben-Haim, Keith Worden, Graeme Manson
Evaluation of Neural Network Robust Reliability Using Information-Gap Theory. IEEE Trans. Neural Networks 17 (6) (2006)
Keith Worden, Roberto A. Osegueda, Carlos Ferregut, Soheil Nazarian, Debra L. George, Mary J. George, Vladik Kreinovich, Olga Kosheleva, Sergio D. Cabrera
Interval Methods in Non-Destructive Testing of Material Structures. Reliab. Comput. 7 (4) (2001)
Keith Worden
Intelligent fault detection. Int. J. Syst. Sci. 31 (11) (2000)
Keith Worden, S. Gaerth Pierce, Graeme Manson, W. R. Philp, Wieslaw J. Staszewski, B. Culshaw
Detection of defects in composite plates using Lamb waves and novelty detection. Int. J. Syst. Sci. 31 (11) (2000)
Wieslaw J. Staszewski, Keith Worden
Classification of Faults in Gearboxes - Pre-processing Algorithms and Neural Networks. Neural Comput. Appl. 5 (3) (1997)