Jiawen Kong

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 5

Top Topics

Class Imbalance

Imbalanced Datasets

Anomaly Detection

Cost Sensitive Learning

Top Venues

Publications

Duc Anh Nguyen, Jiawen Kong, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Anna V. Kononova, Thomas Bäck
Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems. DSAA (2021)
Thiago Rios, Jiawen Kong, Bas van Stein, Thomas Bäck, Patricia Wollstadt, Bernhard Sendhoff, Stefan Menzel
Back To Meshes: Optimal Simulation-ready Mesh Prototypes For Autoencoder-based 3D Car Point Clouds. SSCI (2020)
Jiawen Kong, Wojtek Kowalczyk, Stefan Menzel, Thomas Bäck
Improving Imbalanced Classification by Anomaly Detection. PPSN (1) (2020)
Jiawen Kong, Thiago Rios, Wojtek Kowalczyk, Stefan Menzel, Thomas Bäck
On the Performance of Oversampling Techniques for Class Imbalance Problems. PAKDD (2) (2020)
Jiawen Kong, Wojtek Kowalczyk, Duc Anh Nguyen, Thomas Bäck, Stefan Menzel
Hyperparameter Optimisation for Improving Classification under Class Imbalance. SSCI (2019)