Jiawei Yang

26 papers A* 1B 2Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
MMM: A Unified Weakly-Supervised Anomaly Detection Framework for Multi-Distributional Data.
IEEE Trans. Knowl. Data Eng.
Xu Tan, Junqi Chen, Jiawei Yang, Jie Chen, Susanto Rahardja
2025 J jnl
MSS-PAE: Saving Autoencoder-based Outlier Detection from Unexpected Reconstruction.
Pattern Recognit.
Xu Tan, Jiawei Yang, Junqi Chen, Sylwan Rahardja, Susanto Rahardja
2025 A* conf
Smoothing Outlier Scores is All You Need to Improve Outlier Detectors (Extended Abstract).
ICDE
Jiawei Yang, Susanto Rahardja, Pasi Fränti
2024 B conf
Ensemble of Deep Variational Mixture Models for Unsupervised Clustering.
ICIP
Xu Tan, Junqi Chen, Jiawei Yang, Sylwan Rahardja, Mou Wang, Susanto Rahardja
2024 J jnl
FOOR: Be Careful for Outlier-Score Outliers When Using Unsupervised Outlier Ensembles.
IEEE Trans. Comput. Soc. Syst.
Jiawei Yang, Sylwan Rahardja, Susanto Rahardja
2024 B conf
FlexAE: A Self-Conditioned Detector To Prevent Model Overfitting For Unsupervised Video Anomaly Detection.
ICIP
Junqi Chen, Xu Tan, Jiawei Yang, Sylwan Rahardja, Susanto Rahardja
2024 J jnl
Joint Selective State Space Model and Detrending for Robust Time Series Anomaly Detection.
CoRR
Junqi Chen, Xu Tan, Sylwan Rahardja, Jiawei Yang, Susanto Rahardja
2024 J jnl
Joint Selective State Space Model and Detrending for Robust Time Series Anomaly Detection.
IEEE Signal Process. Lett.
Junqi Chen, Xu Tan, Sylwan Rahardja, Jiawei Yang, Susanto Rahardja
2024 J jnl
Regional Ensemble for Improving Unsupervised Outlier Detectors.
IEEE Trans. Artif. Intell.
Jiawei Yang, Sylwan Rahardja, Susanto Rahardja
2024 J jnl
Smoothing Outlier Scores Is All You Need to Improve Outlier Detectors.
IEEE Trans. Knowl. Data Eng.
Jiawei Yang, Susanto Rahardja, Pasi Fränti
2024 — conf
Weakly-Supervised Anomaly Detection for Multimodal Data Distributions.
ICSPCC
Xu Tan, Junqi Chen, Sylwan Rahardja, Jiawei Yang, Susanto Rahardja
2024 J jnl
Weakly-supervised anomaly detection for multimodal data distributions.
CoRR
Xu Tan, Junqi Chen, Sylwan Rahardja, Jiawei Yang, Susanto Rahardja
2023 J jnl
Classification of Interbeat Interval Time-Series Using Attention Entropy.
IEEE Trans. Affect. Comput.
Jiawei Yang, Gulraiz Iqbal Choudhary, Susanto Rahardja, Pasi Fränti
2023 — conf
How to Select Optimal Parameters for Neighborhood-Based Outlier Detectors?
ICSPCC
Sylwan Rahardja, Xu Tan, Junqi Chen, Jiawei Yang, Jie Chen, Pasi Fränti
2023 J jnl
Improving Autoencoder-based Outlier Detection with Adjustable Probabilistic Reconstruction Error and Mean-shift Outlier Scoring.
CoRR
Xu Tan, Jiawei Yang, Junqi Chen, Sylwan Rahardja, Susanto Rahardja
2023 J jnl
Neighborhood Averaging for Improving Outlier Detectors.
CoRR
Jiawei Yang, Susanto Rahardja, Pasi Fränti
2023 J jnl
Neighborhood representative for improving outlier detectors.
Inf. Sci.
Jiawei Yang, Yu Chen, Sylwan Rahardja
2023 J jnl
Outlier detection: How to Select k for k-nearest-neighbors-based outlier detectors.
Pattern Recognit. Lett.
Jiawei Yang, Xu Tan, Sylwan Rahardja
2022 — conf
Click Fraud Detection: HK-Index for Feature Extraction from Variable-Length Time Series of User Behavior.
MLSP
Jiawei Yang, Sylwan Rahardja, Susanto Rahardja
2022 J jnl
MiPo: How to Detect Trajectory Outliers with Tabular Outlier Detectors.
Remote. Sens.
Jiawei Yang, Xu Tan, Sylwan Rahardja
2022 J jnl
Sparse random projection isolation forest for outlier detection.
Pattern Recognit. Lett.
Xu Tan, Jiawei Yang, Susanto Rahardja
2021 J jnl
Mean-shift outlier detection and filtering.
Pattern Recognit.
Jiawei Yang, Susanto Rahardja, Pasi Fränti
2019 J jnl
Multi-attribute decision-making method based on Taylor expansion.
Int. J. Distributed Sens. Networks
Peng Sun, Jiawei Yang, Yongfeng Zhi
2019 — conf
Outlier detection: how to threshold outlier scores?
AIIPCC
Jiawei Yang, Susanto Rahardja, Pasi Fränti
2018 — conf
Mean-Shift Outlier Detection.
FSDM
Jiawei Yang, Susanto Rahardja, Pasi Fränti
2018 — conf
Medoid-Shift for Noise Removal to Improve Clustering.
ICAISC (1)
Pasi Fränti, Jiawei Yang