Evangelos Papatheou
University of Exeter
H-index: 15
Europe-United Kingdom
Top articles of Evangelos Papatheou
Two-stage machine learning models for bowel lesions characterisation using self-propelled capsule dynamics
Nonlinear Dynamics
2023/10
Evangelos Papatheou
H-Index: 10
Yang Liu
H-Index: 18
Better Together: Using Multi-Task Learning to Improve Feature Selection Within Structural Datasets
2023/6/5
Evangelos Papatheou
H-Index: 10
AI-assisted dynamic tissue evaluation for early bowel cancer diagnosis using a vibrational capsule
IEEE Robotics and Automation Letters
2023/3/3
Yang Liu
H-Index: 18
Evangelos Papatheou
H-Index: 10
Enhancing Structural Health Monitoring with Machine Learning and Data Surrogates: A TCA-Based Approach for Damage Detection and Localisation
STRUCTURAL HEALTH MONITORING 2023
2023
On the Use of Model-Based Versus Data-Based Approaches for Virtual Sensing in SHM
STRUCTURAL HEALTH MONITORING 2023
2023
Evangelos Papatheou
H-Index: 10
Konstantinos Tatsis
H-Index: 7
Virtual sensing for SHM: a comparison between Kalman filters and Gaussian processes
Proceedings of ISMA2022 including USD2022
2023
Robust training databases for supervised learningalgorithms in structural health monitoring applications
2022/12/7
Machine learning-based rock characterisation models for rotary-percussive drilling
Nonlinear Dynamics
2022/9
Yang Liu
H-Index: 18
Evangelos Papatheou
H-Index: 10
Bayesian modelling of multivalued power curves from an operational wind farm
Mechanical Systems and Signal Processing
2022/4/15
Timothy J Rogers
H-Index: 2
Evangelos Papatheou
H-Index: 10
Feature-based intelligent models for optimisation of percussive drilling
Neural Networks
2022/4/1
Yang Liu
H-Index: 18
Evangelos Papatheou
H-Index: 10
Population-Based Structural Health Monitoring
Structural Health Monitoring Based on Data Science Techniques
2022
Paul Gardner
H-Index: 1
Evangelos Papatheou
H-Index: 10
Transferring Damage Detectors Between Tailplane Experiments
2022
Application and comparison of feature-based classification models for multistable impact motions of percussive drilling
Journal of Sound and Vibration
2021/9/15
Yang Liu
H-Index: 18
Evangelos Papatheou
H-Index: 10
LSTM-based approach for predicting periodic motions of an impacting system via transient dynamics
Neural Networks
2021/8/1
Yang Liu
H-Index: 18
Evangelos Papatheou
H-Index: 10
On the transfer of damage detectors between structures: An experimental case study
Journal of Sound and Vibration
2021/6/9
Real-time novelty detection of an industrial gas turbine using performance deviation model and extreme function theory
Measurement
2021/6/1
Evangelos Papatheou
H-Index: 10
Fengshou Gu
H-Index: 35
Foundations of population-based SHM, Part I: Homogeneous populations and forms
Mechanical systems and signal processing
2021/2/1
Towards population-based structural health monitoring, Part I: Homogeneous populations and forms
2020
Evangelos Papatheou
H-Index: 10
Timothy J Rogers
H-Index: 2
Fault detection and classification of rolling bearings using extreme function theory
2020
Evangelos Papatheou
H-Index: 10
A brief introduction to recent developments in population-based structural health monitoring
2020/9/9
