Michael E. Fitzpatrick

23 papers C 2Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
R-WhONet: recalibrated wheel odometry neural network for vehicular positioning using transfer learning.
Neural Comput. Appl.
Uche Onyekpe, Alicja Szkolnik, Vasile Palade, Stratis Kanarachos, Michael E. Fitzpatrick
2022 J jnl
R-WhONet: Recalibrated Wheel Odometry Neural Network for Vehicular Positioning using Transfer Learning.
CoRR
Uche Onyekpe, Alicja Szkolnik, Vasile Palade, Stratis Kanarachos, Michael E. Fitzpatrick
2021 J jnl
WhONet: Wheel Odometry Neural Network for Vehicular Localisation in GNSS-Deprived Environments.
CoRR
Uche Onyekpe, Vasile Palade, Anuradha Herath, Stratis Kanarachos, Michael E. Fitzpatrick, Stavros-Richard G. Christopoulos
2021 J jnl
WhONet: Wheel Odometry neural Network for vehicular localisation in GNSS-deprived environments.
Eng. Appl. Artif. Intell.
Uche Onyekpe, Vasile Palade, Anuradha Herath, Stratis Kanarachos, Michael E. Fitzpatrick
2019 — conf
Discovery and Innovation in Science and Technology: Inter- and trans-disciplinary in cognitive learning.
ICCI*CC
Marcel Van de Voorde, Michael E. Fitzpatrick
2019 J jnl
Energy-Efficient machining process analysis and optimisation based on BS EN24T alloy steel as case studies.
Robotics Comput. Integr. Manuf.
Lorena Caires Moreira, W. D. Li, Xin Lu, Michael E. Fitzpatrick
2019 J jnl
Instantaneous vehicle fuel consumption estimation using smartphones and recurrent neural networks.
Expert Syst. Appl.
Stratis Kanarachos, Jino Mathew, Michael E. Fitzpatrick
2019 J jnl
Spontaneous Fruit Fly Optimisation for truss weight minimisation: Performance evaluation based on the no free lunch theorem.
CoRR
Uche Onyekpe, Stratis Kanarachos, Michael E. Fitzpatrick
2019 J jnl
Supervision controller for real-time surface quality assurance in CNC machining using artificial intelligence.
Comput. Ind. Eng.
Lorena Caires Moreira, Weidong Li, Xin Lu, Michael E. Fitzpatrick
2018 J jnl
Automotive magnetorheological dampers: modelling and parameter identification using contrast-based fruit fly optimisation.
Soft Comput.
Stratis Kanarachos, Dzmitry Savitski, Nikos D. Lagaros, Michael E. Fitzpatrick
2018 J jnl
Energy-Resolved Neutron Imaging for Reconstruction of Strain Introduced by Cold Working.
J. Imaging
Anton S. Tremsin, Winfried Kockelmann, Joe F. Kelleher, Anna M. Paradowska, Ranggi S. Ramadhan, Michael E. Fitzpatrick
2018 — conf
On full MAGV lateral dynamics exploitation: Autonomous drift control.
AMC
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
2018 J jnl
Optimal design of a quadratic parameter varying vehicle suspension system using contrast-based Fruit Fly Optimisation.
Appl. Soft Comput.
Stratis Kanarachos, Arash Moradinegade Dizqah, Georgios Chrysakis, Michael E. Fitzpatrick
2018 J jnl
Prediction of welding residual stresses using machine learning: Comparison between neural networks and neuro-fuzzy systems.
Appl. Soft Comput.
Jino Mathew, James M. Griffin, Miltiadis Alamaniotis, Stratis Kanarachos, Michael E. Fitzpatrick
2018 J jnl
Probabilistic kernel machines for predictive monitoring of weld residual stress in energy systems.
Eng. Appl. Artif. Intell.
Miltiadis Alamaniotis, Jino Mathew, Alexander Chroneos, Michael E. Fitzpatrick, Lefteri H. Tsoukalas
2018 J jnl
Robust Virtual Sensing for Vehicle Agile Manoeuvring: A Tyre-Model-Less Approach.
IEEE Trans. Veh. Technol.
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
2017 — conf
A Hybrid Hierarchical Rally Driver Model for Autonomous Vehicle Agile Maneuvering on Loose Surfaces.
ICINCO (2)
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
2017 — conf
A Virtual Sensor for Integral Tire Force Estimation using Tire Model-less Approaches and Adaptive Unscented Kalman Filter.
ICINCO (1)
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
2017 C conf
Accurate virtual sensing of vertical tire forces for enhanced handling dynamics.
IECON
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
2017 J jnl
Detecting anomalies in time series data via a deep learning algorithm combining wavelets, neural networks and Hilbert transform.
Expert Syst. Appl.
Stratis Kanarachos, Stavros-Richard G. Christopoulos, Alexander Chroneos, Michael E. Fitzpatrick
2017 C conf
Optimized tire force estimation using extended Kalman filter and fruit fly optimization.
IECON
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
2017 — conf
Vehicle Dynamics Virtual Sensing Using Unscented Kalman Filter: Simulations and Experiments in a Driver-in-the-Loop Setup.
ICINCO (Selected Papers)
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
2015 — conf
Anomaly detection in time series data using a combination of wavelets, neural networks and Hilbert transform.
IISA
Stratis Kanarachos, Jino Mathew, Alexander Chroneos, Michael E. Fitzpatrick