| 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 | 90 | 2020 |
| 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 | 49 | 2015 |
| 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 | 30 | 2019 |
| Incorporating expert knowledge into a self-organized approach for predicting compressor faults in a city bus fleet Y Fan, S Nowaczyk, T Rögnvaldsson Thirteenth Scandinavian Conference on Artificial Intelligence, 58-67, 2015 | 21 | 2015 |
| Predicting air compressor failures with echo state networks Y Fan, S Nowaczyk, EA Antonelo PHM Society European Conference 3 (1), 2016 | 19 | 2016 |
| 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 | 16 | 2017 |
| 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 | 14 | 2018 |
| Explainable predictive maintenance S Pashami, S Nowaczyk, Y Fan, J Jakubowski, N Paiva, N Davari, ... arXiv preprint arXiv:2306.05120, 2023 | 9 | 2023 |
| 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 | 7 | 2020 |
| 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 | 7 | 2018 |
| 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 | 7 | 2014 |
| 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 | 6 | 2021 |
| Stacking ensembles of heterogenous classifiers for fault detection in evolving environments MG Altarabichi, P Mashhadi, Y Fan, S Pashami, S Nowaczyk, P Moral, ... 30th european safety and reliability conference, esrel 2020 and 15th …, 2020 | 6 | 2020 |
| 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 | 5 | 2022 |
| 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 | 5 | 2019 |
| 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 | 4 | 2018 |
| 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 | 4 | 2016 |
| Evaluation of multi-modal learning for predicting coolant pump failures in heavy duty vehicles Y Fan, A Atoui, S Nowaczyk, T Rognvaldsson PHM Society Asia-Pacific Conference 4 (1), 2023 | 3 | 2023 |
| 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 | 3 | 2022 |
| 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 | 3 | 2016 |
