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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
572020
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
402015
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
182015
Predicting air compressor failures with echo state networks
Y Fan, S Nowaczyk, EA Antonelo
PHM Society European Conference 3 (1), 2016
162016
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
152019
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
132017
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
102018
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
92020
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
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
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
52014
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
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
32021
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
32020
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
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
22016
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, ...
Advances in Intelligent Data Analysis XX: 20th International Symposium on …, 2022
12022
Infrastructure mapping in well-structured environments using MAV
Y Fan, M Aramrattana, SG Shahbandi, HM Nemati, B Ĺstrand
Towards Autonomous Robotic Systems: 17th Annual Conference, TAROS 2016 …, 2016
12016
Incorporating Physics-Based Models into Data Driven Approaches for Air Leak Detection in City Buses
Y Fan, H Sarmadi, S Nowaczyk
Machine Learning and Principles and Practice of Knowledge Discovery in …, 2023
2023
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Articles 1–20