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Giglioni, Valentina / Poole, Jack / Venanzi, Ilaria / Ubertini, Filippo / Worden, Keith (2023): On the use of domain adaptation techniques for bridge damage detection in a changing environment. In: ce/papers, v. 6, n. 5 (September 2023).
https://doi.org/10.1002/cepa.2143
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Wickramarachchi, Chandula T. / Maguire, Eoghan / Cross, Elizabeth J. / Worden, Keith: Measuring data similarity in population-based structural health monitoring using distance metrics. In: Structural Health Monitoring.
https://doi.org/10.1177/14759217231207526
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Farrar, Charles R. / Worden, Keith (2008): Structural Health Monitoring. A Machine Learning Perspective. John Wiley & Sons, Inc., New York (USA), ISBN 9781118443118.
https://doi.org/10.1002/9781118443118
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Poole, Jack / Gardner, Paul / Dervilis, Nikolaos / Bull, Lawrence / Worden, Keith (2022): On statistic alignment for domain adaptation in structural health monitoring. In: Structural Health Monitoring, v. 22, n. 3 (September 2022).
https://doi.org/10.1177/14759217221110441
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Mahzan, Shahruddin / Staszewski, Wieslaw J. / Worden, Keith (2010): Experimental studies on impact damage location in composite aerospace structures using genetic algorithms and neural networks. In: Smart Structures and Systems, v. 6, n. 2 (März 2010).
https://doi.org/10.12989/sss.2010.6.2.147
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Gardner, Paul / Bull, Lawrence A. / Dervilis, Nikolaos / Worden, Keith (2022): Domain-adapted Gaussian mixture models for population-based structural health monitoring. In: Journal of Civil Structural Health Monitoring, v. 12, n. 6 (August 2022).
https://doi.org/10.1007/s13349-022-00565-5
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Sohn, Hoon / Allen, David W. / Worden, Keith / Farrar, Charles R. (2003): Statistical Damage Classification Using Sequential Probability Ratio Tests. In: Structural Health Monitoring, v. 2, n. 1 (März 2003).
https://doi.org/10.1177/147592103031113
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Figueiredo, Eloi / Park, Gyuhae / Farrar, Charles R. / Worden, Keith / Figueiras, Joaquim (2010): Machine learning algorithms for damage detection under operational and environmental variability. In: Structural Health Monitoring, v. 10, n. 6 (November 2010).
https://doi.org/10.1177/1475921710388971
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Holmes, Geoffrey / Sartor, Pia / Reed, Stephen / Southern, Paul / Worden, Keith / Cross, Elizabeth (2016): Prediction of landing gear loads using machine learning techniques. In: Structural Health Monitoring, v. 15, n. 5 (August 2016).
https://doi.org/10.1177/1475921716651809
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Bull, Lawrence A. / Gardner, Paul / Rogers, Timothy J. / Cross, Elizabeth J. / Dervilis, Nikolaos / Worden, Keith (2021): Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 7, n. 1 (März 2021).
https://doi.org/10.1061/ajrua6.0001106
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Worden, Keith / Bull, Lawrence A. / Gardner, Paul / Gosliga, Julian / Rogers, Timothy J. / Cross, Elizabeth J. / Papatheou, Evangelos / Lin, Weijiang / Dervilis, Nikolaos (2020): A Brief Introduction to Recent Developments in Population-Based Structural Health Monitoring. In: Frontiers in Built Environment, v. 6 (Januar 2020).
https://doi.org/10.3389/fbuil.2020.00146
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Figueiredo, Eloi / Figueiras, Joaquim / Park, Gyuhae / Farrar, Charles R. / Worden, Keith (2011): Influence of the Autoregressive Model Order on Damage Detection. In: Computer-Aided Civil and Infrastructure Engineering, v. 26, n. 3 ( 2011).
https://doi.org/10.1111/j.1467-8667.2010.00685.x
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Abdessalem, Anis Ben / Dervilis, Nikolaos / Wagg, David J. / Worden, Keith (2018): Automatic Kernel Selection for Gaussian Processes Regression with Approximate Bayesian Computation and Sequential Monte Carlo. In: Frontiers in Built Environment, v. 3 (Februar 2018).
https://doi.org/10.3389/fbuil.2017.00052
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Coletta, Giorgia / Miraglia, Gaetano / Pecorelli, Marica / Ceravolo, Rosario / Cross, Elizabeth / Surace, Cecilia / Worden, Keith (2019): Use of the cointegration strategies to remove environmental effects from data acquired on historical buildings. In: Engineering Structures, v. 183 (März 2019).
https://doi.org/10.1016/j.engstruct.2018.12.044
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Worden, Keith (2001): Active Control in Mechanical Engineering. In: Structural Safety, v. 23, n. 3 (Januar 2001).
https://doi.org/10.1016/s0167-4730(01)00015-7
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Stevanović, Nevena / Green, Peter L. / Worden, Keith / Kirkegaard, Poul Henning (2016): Friction estimation in wind turbine blade bearings. In: Structural Control and Health Monitoring, v. 23, n. 1 (Januar 2016).
https://doi.org/10.1002/stc.1752
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Kerschen, Gaëtan / De Boe, Pascal / Golinval, Jean-Claude / Worden, Keith (2005): Sensor validation using principal component analysis. In: Smart Materials and Structures, v. 14, n. 1 (Februar 2005).
https://doi.org/10.1088/0964-1726/14/1/004
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Figueiredo, Eloi / Radu, Lucian / Worden, Keith / Farrar, Charles R. (2014): A Bayesian approach based on a Markov-chain Monte Carlo method for damage detection under unknown sources of variability. In: Engineering Structures, v. 80 (Dezember 2014).
https://doi.org/10.1016/j.engstruct.2014.08.042
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Worden, Keith / Farrar, Charles R. / Haywood, Jonathan / Todd, Michael (2008): A review of nonlinear dynamics applications to structural health monitoring. In: Structural Control and Health Monitoring, v. 15, n. 4 (Juni 2008).
https://doi.org/10.1002/stc.215