Paul Gardner

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 12

Top Topics

Active Learning

Decision Support

Matrix Factorisation

Top Venues

Frontiers Robotics AI

Future Internet

Publications

Jah Shamas, Timothy J. Rogers, Anton Krynkin, Jevgenija Prisutova, Paul Gardner, Kirill V. Horoshenkov, Samuel R. Shelley, Paul Dickenson
Calibrating the Discrete Boundary Conditions of a Dynamic Simulation: A Combinatorial Approximate Bayesian Computation Sequential Monte Carlo (ABC-SMC) Approach. Sensors 24 (15) (2024)
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)
Aidan J. Hughes, Paul Gardner, Keith Worden
Towards risk-informed PBSHM: Populations as hierarchical systems. CoRR (2023)
Jack Poole, Paul Gardner, Nikolaos Dervilis, Lawrence A. Bull, Keith Worden
On statistic alignment for domain adaptation in structural health monitoring. 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)
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)
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)
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)
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)
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)
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)
Jonathan Ledlie, Paul Gardner, Margo I. Seltzer
Network Coordinates in the Wild. NSDI (2007)