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2020 – today
- 2024
[j3]John Pavlopoulos
, Alv Romell, Jacob Curman, Olof Steinert, Tony Lindgren, Markus Borg, Korbinian Randl:
Automotive fault nowcasting with machine learning and natural language processing. Mach. Learn. 113(2): 843-861 (2024)- [i4]Zahra Kharazian, Tony Lindgren, Sindri Magnússon, Olof Steinert, Oskar Andersson Reyna:
SCANIA Component X Dataset: A Real-World Multivariate Time Series Dataset for Predictive Maintenance. CoRR abs/2401.15199 (2024) - [i3]Ali Beikmohammadi, Mohammad Hosein Hamian, Neda Khoeyniha, Tony Lindgren, Olof Steinert, Sindri Magnússon:
A Cost-Sensitive Transformer Model for Prognostics Under Highly Imbalanced Industrial Data. CoRR abs/2402.08611 (2024) - 2023
- [j2]Lawrence A. Bull, Domenic Di Francesco, Maharshi Harshadbhai Dhada, Olof Steinert, Tony Lindgren, Ajith Kumar Parlikad, Andrew B. Duncan, Mark Girolami:
Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning. Comput. Aided Civ. Infrastructure Eng. 38(7): 821-848 (2023) - [j1]Maharshi Harshadbhai Dhada, Ajith Kumar Parlikad, Olof Steinert, Tony Lindgren:
Weibull recurrent neural networks for failure prognosis using histogram data. Neural Comput. Appl. 35(4): 3011-3024 (2023) - [c3]Kaiji Sun, Sindri Magnússon, Olof Steinert, Tony Lindgren:
Robust Contrastive Learning and Multi-shot Voting for High-dimensional Multivariate Data-driven Prognostics. ICPHM 2023: 53-60 - 2022
- [c2]Tony Lindgren, Olof Steinert:
Low dimensional synthetic data generation for improving data driven prognostic models. ICPHM 2022: 173-182 - [i2]Lawrence A. Bull, Maharshi Harshadbhai Dhada, Olof Steinert, Tony Lindgren, Ajith Kumar Parlikad, Andrew B. Duncan, Mark Girolami:
Knowledge Transfer in Engineering Fleets: Hierarchical Bayesian Modelling for Multi-Task Learning. CoRR abs/2204.12404 (2022) - [i1]John Pavlopoulos, Alv Romell, Jacob Curman, Olof Steinert, Tony Lindgren, Markus Borg:
Automotive Multilingual Fault Diagnosis. CoRR abs/2210.06918 (2022)
2010 – 2019
- 2019
- [c1]Farzaneh Ahmadzadeh, Jonas Biteus, Olof Steinert:
Remaining useful life Prediction of air spring. ICPHM 2019: 1-5
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