Jiawei Yang

According to our database, Jiawei Yang authored at least 19 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Smoothing Outlier Scores Is All You Need to Improve Outlier Detectors.

Jiawei Yang, Susanto Rahardja, Pasi Fränti

IEEE Trans. Knowl. Data Eng., November, 2024

Regional Ensemble for Improving Unsupervised Outlier Detectors.

Jiawei Yang, Sylwan Rahardja, Susanto Rahardja

IEEE Trans. Artif. Intell., September, 2024

FOOR: Be Careful for Outlier-Score Outliers When Using Unsupervised Outlier Ensembles.

Jiawei Yang, Sylwan Rahardja, Susanto Rahardja

IEEE Trans. Comput. Soc. Syst., April, 2024

Joint Selective State Space Model and Detrending for Robust Time Series Anomaly Detection.

Junqi Chen, Xu Tan, Sylwan Rahardja, Jiawei Yang, Susanto Rahardja

IEEE Signal Process. Lett., 2024

Weakly-supervised anomaly detection for multimodal data distributions.

Xu Tan, Junqi Chen, Sylwan Rahardja, Jiawei Yang, Susanto Rahardja

CoRR, 2024

2023

Outlier detection: How to Select k for k-nearest-neighbors-based outlier detectors.

Jiawei Yang, Xu Tan, Sylwan Rahardja

Pattern Recognit. Lett., October, 2023

Neighborhood representative for improving outlier detectors.

Jiawei Yang, Yu Chen, Sylwan Rahardja

Inf. Sci., May, 2023

Classification of Interbeat Interval Time-Series Using Attention Entropy.

Jiawei Yang, Gulraiz Iqbal Choudhary, Susanto Rahardja, Pasi Fränti

IEEE Trans. Affect. Comput., 2023

Improving Autoencoder-based Outlier Detection with Adjustable Probabilistic Reconstruction Error and Mean-shift Outlier Scoring.

Xu Tan, Jiawei Yang, Junqi Chen, Sylwan Rahardja, Susanto Rahardja

CoRR, 2023

Neighborhood Averaging for Improving Outlier Detectors.

Jiawei Yang, Susanto Rahardja, Pasi Fränti

CoRR, 2023

How to Select Optimal Parameters for Neighborhood-Based Outlier Detectors?

Sylwan Rahardja, Xu Tan, Junqi Chen, Jiawei Yang, Jie Chen, Pasi Fränti

Proceedings of the IEEE International Conference on Signal Processing, 2023

2022

MiPo: How to Detect Trajectory Outliers with Tabular Outlier Detectors.

Jiawei Yang, Xu Tan, Sylwan Rahardja

Remote. Sens., 2022

Sparse random projection isolation forest for outlier detection.

Xu Tan, Jiawei Yang, Susanto Rahardja

Pattern Recognit. Lett., 2022

Click Fraud Detection: HK-Index for Feature Extraction from Variable-Length Time Series of User Behavior.

Jiawei Yang, Sylwan Rahardja, Susanto Rahardja

Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

2021

Mean-shift outlier detection and filtering.

Jiawei Yang, Susanto Rahardja, Pasi Fränti

Pattern Recognit., 2021

2019

Multi-attribute decision-making method based on Taylor expansion.

Peng Sun, Jiawei Yang, Yongfeng Zhi

Int. J. Distributed Sens. Networks, 2019

Outlier detection: how to threshold outlier scores?

Jiawei Yang, Susanto Rahardja, Pasi Fränti

Proceedings of the International Conference on Artificial Intelligence, 2019

2018

Medoid-Shift for Noise Removal to Improve Clustering.

Pasi Fränti, Jiawei Yang

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Mean-Shift Outlier Detection.

Jiawei Yang, Susanto Rahardja, Pasi Fränti

Proceedings of the Fuzzy Systems and Data Mining IV, 2018