1 Gardner, Bull, Gosliga, Poole, Dervilis, Worden A population-based SHM methodology for heterogeneous structures: Transferring damage localisation knowledge between different aircraft wings (2022)
2 Bull, Dhada, Steinert, Lindgren, Parlikad, Duncan, Girolami Knowledge Transfer in Engineering Fleets: Hierarchical Bayesian Modelling for Multi-Task Learning (2022)
3 Bull, Gardner, Rogers, Dervilis, Cross, Papatheou, Maguire, Campos, Worden Bayesian modelling of multivalued power curves from an operational wind farm (2022)
4 Gardner, Bull, Dervilis, Worden Domain-adapted Gaussian mixture models for population-based structural health monitoring (2022)
5 Bull, Dhada, Steinert, Lindgren, Parlikad, Girolami Population-Level Modelling for Truck Fleet Survival Analysis (2022)
6 Gardner, Bull, Dervilis, Worden On the application of kernelised Bayesian transfer learning to population-based structural health monitoring (2022)
7 Hughes, Bull, Gardner, Barthorpe, Dervilis, Worden On risk-based active learning for structural health monitoring (2022)
8 Dardeno, Bull, Mills, Dervilis, Worden Modelling variability in vibration-based PBSHM via a generalised population form (2022)
9 Hughes, Bull, Gardner, Dervilis, Worden On robust risk-based active-learning algorithms for enhanced decision support (2022)
10 Bull, Hughes, Rogers, Gardner, Worden, Dervilis Partially Supervised Learning for Data-Driven Structural Health Monitoring (2022)
11 Gardner, Bull, Gosliga, Dervilis, Cross, Papatheou, Worden Population-Based Structural Health Monitoring (2022)
12 Gardner, Bull, Dervilis, Worden Challenges for SHM from Structural Repairs: An Outlier-Informed Domain Adaptation Approach (2022)
13 Gardner, Bull, Dervilis, Worden On the Application of Heterogeneous Transfer Learning to Population-Based Structural Health Monitoring (2022)
14 Bull, Gardner, Dervilis, Papatheou, Haywood-Alexander, Mills, Worden Transferring Damage Detectors Between Tailplane Experiments (2022)
15 Gardner, Bull, Dervilis, Worden Overcoming the problem of repair in structural health monitoring: Metric-informed transfer learning (2021)
16 Hughes, Bull, Gardner, Barthorpe, Dervilis, Worden A risk-based active learning approach to inspection scheduling (2021)
17 Bull, Gardner, Dervilis, Papatheou, Haywood-Alexander, Mills, Worden On the transfer of damage detectors between structures: an experimental case study (2021)
18 Bull, Gardner, Rogers, Cross, Dervilis, Worden Probabilistic inference for structural health monitoring: new modes of learning from data (2021)
19 Gardner, Bull, Gosliga, Dervilis, Worden Foundations of population-based SHM, part III: heterogeneous populations–mapping and transfer (2021)
20 Bull, Gardner, Gosliga, Rogers, Dervilis, Cross, Papatheou, Maguire, Campos, Worden Foundations of population-based SHM, part I: homogeneous populations and forms (2021)
21 Gosliga, Gardner, Bull, Dervilis, Worden Foundations of Population-based SHM, Part II: Heterogeneous populations–Graphs, networks, and communities (2021)
22 Bull, Gardner, Dervilis, Papatheou, Worden Automated Feature Extraction for Damage Detection: A Pseudo-fault Framework for Population-based SHM (2021)
23 Gosliga, Gardner, Bull, Dervilis, Worden Foundations of population-based structural health monitoring, Part II: Heterogeneous populations and structures as graphs, networks, and communities (2021)
24 Bull, Gardner, Dervilis, Worden Normalising Flows and Nonlinear Normal Modes (2021)
25 Gosliga, Gardner, Bull, Dervilis, Worden Towards population-based structural health monitoring, Part III: Graphs, networks and communities (2021)
26 Gosliga, Gardner, Bull, Dervilis, Worden Towards population-based structural health monitoring, Part II: heterogeneous populations and structures as graphs (2021)
27 Zammit, Bull, Sanders, Galvin, Dervilis, Sidhu, Worden Towards the Probabilistic Analysis of Small Bowel Capsule Endoscopy Features to Predict Severity of Duodenal Histology in Patients with Villous Atrophy (2020)
28 Bull, Gardner, Rogers, Cross, Dervilis, Worden New Modes of Inference for Probabilistic SHM (2020)
29 Bull, Worden, Dervilis Towards semi-supervised and probabilistic classification in structural health monitoring (2020)
30 Fuentes, Cross, Gardner, Bull, Rogers, Barthorpe, Shi, Dervilis, Farrar, Worden Structural Health Monitoring and Damage Identification (2020)
31 Gardner, Bull, Gosliga, Dervilis, Worden Towards population-based structural health monitoring, Part IV: heterogeneous populations, transfer and mapping (2020)
32 Gardner, Bull, Dervilis, Worden Kernelised Bayesian transfer learning for population-based structural health monitoring (2020)
33 Bull, Gardner, Gosliga, Dervilis, Papatheou, Maguire, Campos, Rogers, Cross, Worden Towards population-based structural health monitoring, Part I: Homogeneous populations and forms (2020)
34 Worden, Bull, Gardner, Gosliga, Rogers, Cross, Papatheou, Lin, Dervilis A brief introduction to recent developments in population-based structural health monitoring (2020)
35 Bull, Worden, Rogers, Cross, Dervilis Investigating engineering data by probabilistic measures (2020)
36 Bull, Rogers, Wickramarachchi, Cross, Worden, Dervilis Probabilistic active learning: an online framework for structural health monitoring (2019)
37 Bull, Worden, Fuentes, Manson, Cross, Dervilis Outlier ensembles: A robust method for damage detection and unsupervised feature extraction from high-dimensional data (2019)
38 Bull, Worden, Rogers, Wickramarachchi, Cross, McLeay, Leahy, Dervilis A probabilistic framework for online structural health monitoring: active learning from machining data streams (2019)
39 Bull, Rogers, Dervilis, Cross, Worden A Gaussian process form for population-based structural health monitoring (2019)
40 Bull, Dervilis, Worden Experimental Validation of the Population-Form to Represent Nominally-Identical Systems (2019)
41 Bull Towards probabilistic and partially-supervised structural health monitoring (2019)
42 Bull, Worden, Dervilis Damage classification using labelled and unlabelled measurements (2019)
43 Dervilis, Zhang, Bull, Cross, Rogers, Fuentes, Dertimanis, Abdallah, Chatzi, Worden A nonlinear robust outlier detection approach for SHM (2019)
44 Bull, Manson, Worden, Dervilis Active Learning Approaches to Structural Health Monitoring (2019)
45 Bull, Worden, Manson, Dervilis Active learning for semi-supervised structural health monitoring (2018)
46 Bull, Worden, Cross, Dervilis Outlier Ensembles: an Alternative Robust Method for Inclusive Outlier Analysis with Structural Health Monitoring Data (2018)