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Yuantao Fan
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Year
Transfer learning for remaining useful life prediction based on consensus self-organizing models
Y Fan, S Nowaczyk, T Rögnvaldsson
Reliability Engineering & System Safety 203, 107098, 2020
832020
Evaluation of self-organized approach for predicting compressor faults in a city bus fleet
Y Fan, S Nowaczyk, T Rögnvaldsson
Procedia Computer Science 53, 447-456, 2015
452015
Predicting air compressor failures using long short term memory networks
K Chen, S Pashami, Y Fan, S Nowaczyk
Progress in Artificial Intelligence: 19th EPIA Conference on Artificial …, 2019
262019
Incorporating expert knowledge into a self-organized approach for predicting compressor faults in a city bus fleet.
Y Fan, S Nowaczyk, TS Rögnvaldsson
SCAI, 58-67, 2015
212015
Predicting air compressor failures with echo state networks
Y Fan, S Nowaczyk, EA Antonelo
PHM Society European Conference 3 (1), 2016
192016
Indirect tire monitoring system-machine learning approach
O Svensson, S Thelin, S Byttner, Y Fan
IOP Conference Series: Materials Science and Engineering 252 (1), 012018, 2017
152017
Pitfalls of Affective Computing: How can the automatic visual communication of emotions lead to harm, and what can be done to mitigate such risks
M Cooney, S Pashami, A Sant'Anna, Y Fan, S Nowaczyk
Companion Proceedings of the The Web Conference 2018, 1563-1566, 2018
132018
Explainable predictive maintenance
S Pashami, S Nowaczyk, Y Fan, J Jakubowski, N Paiva, N Davari, ...
arXiv preprint arXiv:2306.05120, 2023
72023
Towards autonomous knowledge creation from big data in smart cities
S Nowaczyk, T Rögnvaldsson, Y Fan, E Calikus
Handbook of smart cities, 1-35, 2020
72020
Evaluation of cracks in metallic material using a self-organized data-driven model of acoustic echo-signal
X Teng, X Zhang, Y Fan, D Zhang
Applied Sciences 9 (1), 95, 2018
72018
Using histograms to find compressor deviations in bus fleet data
Y Fan, S Nowaczyk, T Rögnvaldsson
The Swedish AI Society (SAIS) Workshop 2014, Stockholm, Sweden, May 22-23 …, 2014
72014
Stacking ensembles of heterogenous classifiers for fault detection in evolving environments
MG Altarabichi, P Sheikholharam Mashhadi, Y Fan, S Pashami, ...
30th European Safety and Reliability Conference, ESREL 2020 and 15th …, 2020
62020
Extracting invariant features for predicting state of health of batteries in hybrid energy buses
MG Altarabichi, Y Fan, S Pashami, PS Mashhadi, S Nowaczyk
2021 ieee 8th international conference on data science and advanced …, 2021
52021
Interactive-cosmo: consensus self-organized models for fault detection with expert feedback
E Calikus, Y Fan, S Nowaczyk, A Sant'Anna
Proceedings of the workshop on interactive data mining, 1-9, 2019
52019
A fault detection framework based on lstm autoencoder: A case study for volvo bus data set
N Davari, S Pashami, B Veloso, S Nowaczyk, Y Fan, PM Pereira, ...
International Symposium on Intelligent Data Analysis, 39-52, 2022
42022
Monitoring equipment operation through model and event discovery
S Nowaczyk, A Sant’Anna, E Calikus, Y Fan
Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018
42018
Hand detection and gesture recognition using symmetric patterns
HM Nemati, Y Fan, F Alonso-Fernandez
Recent Developments in Intelligent Information and Database Systems, 365-375, 2016
42016
Evaluation of micro-flaws in metallic material based on a self-organized data-driven approach
X Teng, Y Fan, S Nowaczyk
2016 IEEE International Conference on Prognostics and Health Management …, 2016
32016
A self-organized fault detection method for vehicle fleets
Y Fan
Halmstad University Press, 2016
32016
Incorporating Physics-Based Models into Data Driven Approaches for Air Leak Detection in City Buses
Y Fan, H Sarmadi, S Nowaczyk
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
22022
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