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Keith Worden
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2020 – today
- 2024
- [i44]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
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Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems. CoRR abs/2402.00021 (2024) - [i43]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 abs/2402.19295 (2024) - [i42]Aidan J. Hughes, Giulia Delo
Quantifying the value of positive transfer: An experimental case study. CoRR abs/2407.14342 (2024) - [i41]Simon M. Brealy, Aidan J. Hughes, Tina A. Dardeno, Lawrence A. Bull, Robin S. Mills, Nikolaos Dervilis, Keith Worden
Multitask learning for improved scour detection: A dynamic wave tank study. CoRR abs/2408.16527 (2024) - [i40]Daniel R. Clarkson, Lawrence A. Bull, Chandula T. Wickramarachchi, Elizabeth J. Cross, Timothy J. Rogers, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes:
Active learning for regression in engineering populations: A risk-informed approach. CoRR abs/2409.04328 (2024) - [i39]Aidan J. Hughes, Keith Worden, Nikolaos Dervilis, Timothy J. Rogers:
Cost-informed dimensionality reduction for structural digital twin technologies. CoRR abs/2409.11236 (2024) - [i38]George Tsialiamanis, Keith Worden, Nikolaos Dervilis, Aidan J. Hughes:
Towards an active-learning approach to resource allocation for population-based damage prognosis. CoRR abs/2409.18572 (2024) - 2023
- [j13]Marcus Haywood-Alexander
A Bayesian Method for Material Identification of Composite Plates via Dispersion Curves. Sensors 23(1): 185 (2023) - [i37]George Tsialiamanis, Nikolaos Dervilis, David J. Wagg
A Meta-Learning Approach to Population-Based Modelling of Structures. CoRR abs/2302.07980 (2023) - [i36]S. C. Bee, Evangelos Papatheou, Marcus Haywood-Alexander, Robin S. Mills, Lawrence A. Bull, Keith Worden
Better Together: Using Multi-task Learning to Improve Feature Selection within Structural Datasets. CoRR abs/2303.04486 (2023) - [i35]Aidan J. Hughes, Paul Gardner, Keith Worden:
Towards risk-informed PBSHM: Populations as hierarchical systems. CoRR abs/2303.13533 (2023) - [i34]Sarah Bee, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden
When is an SHM problem a Multi-Task-Learning problem? CoRR abs/2305.09425 (2023) - [i33]Tina A. Dardeno, Robin S. Mills, Nikolaos Dervilis, Keith Worden
On the hierarchical Bayesian modelling of frequency response functions. CoRR abs/2307.06263 (2023) - [i32]Aidan J. Hughes, Jack Poole, Nikolaos Dervilis, Paul Gardner, Keith Worden
A decision framework for selecting information-transfer strategies in population-based SHM. CoRR abs/2307.06978 (2023) - [i31]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 abs/2307.09862 (2023) - [i30]Daniel R. Clarkson, Lawrence A. Bull, Tina A. Dardeno, Chandula T. Wickramarachchi, Elizabeth J. Cross, Timothy J. Rogers
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting. CoRR abs/2310.05807 (2023) - [i29]W. Lin, Keith Worden, Elizabeth J. Cross:
Population-based wind farm monitoring based on a spatial autoregressive approach. CoRR abs/2310.10555 (2023) - [i28]Aidan J. Hughes, Jack Poole, Nikolaos Dervilis, Paul Gardner, Keith Worden
Quantifying the value of information transfer in population-based SHM. CoRR abs/2311.03083 (2023) - 2022
- [j12]Daniel S. Brennan
On the application of population-based structural health monitoring in aerospace engineering. Frontiers Robotics AI 9 (2022) - [i27]Aidan J. Hughes, Lawrence A. Bull, Paul Gardner, Nikolaos Dervilis, Keith Worden
On robust risk-based active-learning algorithms for enhanced decision support. CoRR abs/2201.02555 (2022) - [i26]George Tsialiamanis, Max D. Champneys, Nikolaos Dervilis, David J. Wagg
On the application of generative adversarial networks for nonlinear modal analysis. CoRR abs/2203.01229 (2022) - [i25]George Tsialiamanis, David J. Wagg
On generating parametrised structural data using conditional generative adversarial networks. CoRR abs/2203.01641 (2022) - [i24]George Tsialiamanis, Charilaos Mylonas, Eleni N. Chatzi, David J. Wagg
On an application of graph neural networks in population based SHM. CoRR abs/2203.01646 (2022) - [i23]George Tsialiamanis, David J. Wagg
On partitioning of an SHM problem and parallels with transfer learning. CoRR abs/2203.01655 (2022) - [i22]George Tsialiamanis, David J. Wagg
On generative models as the basis for digital twins. CoRR abs/2203.04384 (2022) - [i21]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 abs/2203.07115 (2022) - [i20]Christopher A. Lindley, Scott Beamish, Rob Dwyer-Joyce
A Bayesian Approach for Shaft Centre Localisation in Journal Bearings. CoRR abs/2203.11719 (2022) - [i19]Jack Poole, Paul Gardner, Nikolaos Dervilis, Lawrence A. Bull, Keith Worden
On statistic alignment for domain adaptation in structural health monitoring. CoRR abs/2205.12052 (2022) - [i18]Aidan J. Hughes, Paul Gardner, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden
Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers. CoRR abs/2206.11616 (2022) - [i17]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 abs/2206.11683 (2022) - [i16]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 abs/2206.12598 (2022) - [i15]George Tsialiamanis, David J. Wagg
On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation. CoRR abs/2208.08666 (2022) - [i14]Tristan Gowdridge, Nikolaos Dervilis, Keith Worden
On topological data analysis for structural dynamics: an introduction to persistent homology. CoRR abs/2209.05134 (2022) - [i13]Tristan Gowdridge, Nikolaos Dervilis, Keith Worden
On the application of topological data analysis: a Z24 Bridge case study. CoRR abs/2209.05484 (2022) - [i12]Tristan Gowdridge, Nikolaos Devilis, Keith Worden:
On topological data analysis for SHM; an introduction to persistent homology. CoRR abs/2209.06155 (2022) - [i11]Tristan Gowdridge, Elizabeth J. Cross, Nikolaos Dervilis, Keith Worden
A topological analysis of cointegrated data: a Z24 Bridge case study. CoRR abs/2212.11727 (2022) - 2021
- [i10]Marcus Haywood-Alexander, Nikolaos Dervilis, Keith Worden
Structured Machine Learning Tools for Modelling Characteristics of Guided Waves. CoRR abs/2101.01506 (2021) - [i9]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 abs/2101.11711 (2021) - [i8]Lawrence A. Bull, Paul Gardner, Timothy J. Rogers
Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data. CoRR abs/2103.01676 (2021) - [i7]George Tsialiamanis, Charilaos Mylonas, Eleni N. Chatzi, Nikolaos Dervilis, David J. Wagg
Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces. CoRR abs/2103.03655 (2021) - [i6]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 abs/2105.05622 (2021) - [i5]Sikai Zhang, Tingna Wang, Keith Worden, Elizabeth J. Cross:
Canonical-Correlation-Based Fast Feature Selection. CoRR abs/2106.08247 (2021) - [i4]Lawrence A. Bull, P. A. Gardner, Timothy J. Rogers
Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm. CoRR abs/2111.15496 (2021) - 2020
- [j11]Stefania Chetcuti Zammit
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): 195 (2020) - [j10]Robert James Barthorpe
Emerging Trends in Optimal Structural Health Monitoring System Design: From Sensor Placement to System Evaluation. J. Sens. Actuator Networks 9(3): 31 (2020) - [i3]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 abs/2012.01937 (2020) - [i2]Charilaos Mylonas
Bayesian graph neural networks for strain-based crack localization. CoRR abs/2012.06791 (2020) - [i1]Matthew R. Jones, Timothy J. Rogers, Keith Worden, Elizabeth J. Cross:
A Bayesian methodology for localising acoustic emission sources in complex structures. CoRR abs/2012.11058 (2020)
2010 – 2019
- 2017
- [c2]Nikolaos Dervilis, Elizabeth J. Cross
Aspects of computational intelligence in structural dynamics: Structural health monitoring. SSCI 2017: 1-7 - 2016
- [j9]Keith Worden
Some Recent Developments in SHM Based on Nonstationary Time Series Analysis. Proc. IEEE 104(8): 1589-1603 (2016) - 2015
- [j8]Evangelos Papatheou
A Performance Monitoring Approach for the Novel Lillgrund Offshore Wind Farm. IEEE Trans. Ind. Electron. 62(10): 6636-6644 (2015) - [c1]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: 270-276 - 2011
- [j7]Eloi Figueiredo
Influence of the Autoregressive Model Order on Damage Detection. Comput. Aided Civ. Infrastructure Eng. 26(3): 225-238 (2011)
2000 – 2009
- 2007
- [j6]S. Gaerth Pierce, Keith Worden
Evaluation of neural network performance and generalisation using thresholding functions. Neural Comput. Appl. 16(2): 109-124 (2007) - 2006
- [j5]S. Gaerth Pierce, Yakov Ben-Haim
Evaluation of Neural Network Robust Reliability Using Information-Gap Theory. IEEE Trans. Neural Networks 17(6): 1349-1361 (2006) - 2001
- [j4]Keith Worden
Interval Methods in Non-Destructive Testing of Material Structures. Reliab. Comput. 7(4): 341-352 (2001) - 2000
- [j3]Keith Worden
Intelligent fault detection. Int. J. Syst. Sci. 31(11): 1331-1332 (2000) - [j2]Keith Worden
Detection of defects in composite plates using Lamb waves and novelty detection. Int. J. Syst. Sci. 31(11): 1397-1409 (2000)
1990 – 1999
- 1997
- [j1]Wieslaw J. Staszewski, Keith Worden
Classification of Faults in Gearboxes - Pre-processing Algorithms and Neural Networks. Neural Comput. Appl. 5(3): 160-183 (1997)
Coauthor Index
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last updated on 2024-10-18 20:32 CEST by the dblp team
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