| Outlier detection: how to threshold outlier scores? J Yang, S Rahardja, P Fränti Proceedings of the international conference on artificial intelligence …, 2019 | 158 | 2019 |
| Mean-shift outlier detection and filtering J Yang, S Rahardja, P Fränti Pattern Recognition 115, 107874, 2021 | 93 | 2021 |
| Classification of interbeat interval time-series using attention entropy J Yang, GI Choudhary, S Rahardja, P Fränti IEEE Transactions on Affective Computing 14 (1), 321-330, 2020 | 47 | 2020 |
| Sparse random projection isolation forest for outlier detection X Tan, J Yang, S Rahardja Pattern Recognition Letters 163, 65-73, 2022 | 21 | 2022 |
| Three rapid methods for averaging GPS segments J Yang, R Mariescu-Istodor, P Fränti Applied Sciences 9 (22), 4899, 2019 | 19 | 2019 |
| Neighborhood representative for improving outlier detectors J Yang, Y Chen, S Rahardja Information Sciences 625, 192-205, 2023 | 18* | 2023 |
| Medoid-shift for noise removal to improve clustering P Fränti, J Yang Artificial Intelligence and Soft Computing: 17th International Conference …, 2018 | 15 | 2018 |
| Outlier detection: How to Select k for k-nearest-neighbors-based outlier detectors J Yang, X Tan, S Rahardja Pattern Recognition Letters 174, 112-117, 2023 | 12 | 2023 |
| Mean-shift outlier detection J Yang, S Rahardja, P Fränti Fuzzy Systems and Data Mining IV, 208-215, 2018 | 11 | 2018 |
| MiPo: How to detect trajectory outliers with tabular outlier detectors J Yang, X Tan, S Rahardja Remote sensing 14 (21), 5394, 2022 | 10 | 2022 |
| Click fraud detection: HK-index for feature extraction from variable-length time series of user behavior J Yang, S Rahardja, S Rahardja 2022 IEEE 32nd International Workshop on Machine Learning for Signal …, 2022 | 9 | 2022 |
| Outlier detection techniques J Yang Itä-Suomen yliopisto, 2020 | 8 | 2020 |
| Regional ensemble for improving unsupervised outlier detectors J Yang, DS Rahardja, PS Rahardja Available at SSRN 4192366, 2022 | 6 | 2022 |
| Neighborhood averaging for improving outlier detectors J Yang, S Rahardja, P Franti arXiv preprint arXiv:2303.09972, 2023 | 4 | 2023 |
| FOOR: Be Careful for Outlier-Score Outliers When Using Unsupervised Outlier Ensembles J Yang, S Rahardja, S Rahardja IEEE Transactions on Computational Social Systems 11 (2), 2843-2852, 2023 | 3 | 2023 |
| Smoothing Outlier Scores is All You Need to Improve Outlier Detectors J Yang, S Rahardja, P Fränti IEEE Transactions on Knowledge and Data Engineering, 2023 | 2 | 2023 |
| Regional Ensemble for Improving Unsupervised Outlier Detectors J Yang, S Rahardja, S Rahardja IEEE Transactions on Artificial Intelligence, 2024 | 1 | 2024 |
| Improving autoencoder-based outlier detection with adjustable probabilistic reconstruction error and mean-shift outlier scoring X Tan, J Yang, J Chen, S Rahardja, S Rahardja arXiv preprint arXiv:2304.00709, 2023 | 1 | 2023 |
| Weakly-supervised anomaly detection for multimodal data distributions X Tan, J Chen, S Rahardja, J Yang, S Rahardja arXiv preprint arXiv:2406.09147, 2024 | | 2024 |
| Joint Selective State Space Model and Detrending for Robust Time Series Anomaly Detection J Chen, X Tan, S Rahardja, J Yang, S Rahardja arXiv preprint arXiv:2405.19823, 2024 | | 2024 |
