Michael E. Fitzpatrick

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 21

Top Topics

Detecting Anomalies

Unscented Kalman Filter

Cognitive Learning

Top Venues

Expert Syst. Appl.

Eng. Appl. Artif. Intell.

Publications

Uche Onyekpe, Alicja Szkolnik, Vasile Palade, Stratis Kanarachos, Michael E. Fitzpatrick
R-WhONet: Recalibrated Wheel Odometry Neural Network for Vehicular Positioning using Transfer Learning. CoRR (2022)
Uche Onyekpe, Vasile Palade, Anuradha Herath, Stratis Kanarachos, Michael E. Fitzpatrick
WhONet: Wheel Odometry neural Network for vehicular localisation in GNSS-deprived environments. Eng. Appl. Artif. Intell. 105 (2021)
Uche Onyekpe, Vasile Palade, Anuradha Herath, Stratis Kanarachos, Michael E. Fitzpatrick, Stavros-Richard G. Christopoulos
WhONet: Wheel Odometry Neural Network for Vehicular Localisation in GNSS-Deprived Environments. CoRR (2021)
Lorena Caires Moreira, W. D. Li, Xin Lu, Michael E. Fitzpatrick
Energy-Efficient machining process analysis and optimisation based on BS EN24T alloy steel as case studies. Robotics Comput. Integr. Manuf. 58 (2019)
Uche Onyekpe, Stratis Kanarachos, Michael E. Fitzpatrick
Spontaneous Fruit Fly Optimisation for truss weight minimisation: Performance evaluation based on the no free lunch theorem. CoRR (2019)
Marcel Van de Voorde, Michael E. Fitzpatrick
Discovery and Innovation in Science and Technology: Inter- and trans-disciplinary in cognitive learning. ICCI*CC (2019)
Lorena Caires Moreira, Weidong Li, Xin Lu, Michael E. Fitzpatrick
Supervision controller for real-time surface quality assurance in CNC machining using artificial intelligence. Comput. Ind. Eng. 127 (2019)
Stratis Kanarachos, Jino Mathew, Michael E. Fitzpatrick
Instantaneous vehicle fuel consumption estimation using smartphones and recurrent neural networks. Expert Syst. Appl. 120 (2019)
Jino Mathew, James M. Griffin, Miltiadis Alamaniotis, Stratis Kanarachos, Michael E. Fitzpatrick
Prediction of welding residual stresses using machine learning: Comparison between neural networks and neuro-fuzzy systems. Appl. Soft Comput. 70 (2018)
Anton S. Tremsin, Winfried Kockelmann, Joe F. Kelleher, Anna M. Paradowska, Ranggi S. Ramadhan, Michael E. Fitzpatrick
Energy-Resolved Neutron Imaging for Reconstruction of Strain Introduced by Cold Working. J. Imaging 4 (3) (2018)
Stratis Kanarachos, Arash Moradinegade Dizqah, Georgios Chrysakis, Michael E. Fitzpatrick
Optimal design of a quadratic parameter varying vehicle suspension system using contrast-based Fruit Fly Optimisation. Appl. Soft Comput. 62 (2018)
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
Robust Virtual Sensing for Vehicle Agile Manoeuvring: A Tyre-Model-Less Approach. IEEE Trans. Veh. Technol. 67 (3) (2018)
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
On full MAGV lateral dynamics exploitation: Autonomous drift control. AMC (2018)
Miltiadis Alamaniotis, Jino Mathew, Alexander Chroneos, Michael E. Fitzpatrick, Lefteri H. Tsoukalas
Probabilistic kernel machines for predictive monitoring of weld residual stress in energy systems. Eng. Appl. Artif. Intell. 71 (2018)
Stratis Kanarachos, Dzmitry Savitski, Nikos D. Lagaros, Michael E. Fitzpatrick
Automotive magnetorheological dampers: modelling and parameter identification using contrast-based fruit fly optimisation. Soft Comput. 22 (24) (2018)
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
Optimized tire force estimation using extended Kalman filter and fruit fly optimization. IECON (2017)
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
A Virtual Sensor for Integral Tire Force Estimation using Tire Model-less Approaches and Adaptive Unscented Kalman Filter. ICINCO (1) (2017)
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
A Hybrid Hierarchical Rally Driver Model for Autonomous Vehicle Agile Maneuvering on Loose Surfaces. ICINCO (2) (2017)
Stratis Kanarachos, Stavros-Richard G. Christopoulos, Alexander Chroneos, Michael E. Fitzpatrick
Detecting anomalies in time series data via a deep learning algorithm combining wavelets, neural networks and Hilbert transform. Expert Syst. Appl. 85 (2017)
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
Accurate virtual sensing of vertical tire forces for enhanced handling dynamics. IECON (2017)
Manuel Acosta, Stratis Kanarachos, Michael E. Fitzpatrick
Vehicle Dynamics Virtual Sensing Using Unscented Kalman Filter: Simulations and Experiments in a Driver-in-the-Loop Setup. ICINCO (Selected Papers) (2017)
Stratis Kanarachos, Jino Mathew, Alexander Chroneos, Michael E. Fitzpatrick
Anomaly detection in time series data using a combination of wavelets, neural networks and Hilbert transform. IISA (2015)