Hyperparameter Optimisation for Improving Classification under Class Imbalance. - Jiawen Kong; Wojtek Kowalczyk; Duc Anh Nguyen; Thomas Bäck; Stefan Menzel (SSCI, 2019)

On the Performance of Oversampling Techniques for Class Imbalance Problems. - Jiawen Kong; Thiago Rios; Wojtek Kowalczyk; Stefan Menzel; Thomas Bäck (PAKDD (2), 2020)

Improving Imbalanced Classification by Anomaly Detection. - Jiawen Kong; Wojtek Kowalczyk; Stefan Menzel; Thomas Bäck (PPSN (1), 2020)

Back To Meshes: Optimal Simulation-ready Mesh Prototypes For Autoencoder-based 3D Car Point Clouds. - Thiago Rios; Jiawen Kong; Bas van Stein; Thomas Bäck; Patricia Wollstadt; Bernhard Sendhoff; Stefan Menzel (SSCI, 2020)

Hyperparameter Optimisation for Improving Classification under Class Imbalance. - Jiawen Kong; Wojtek Kowalczyk; Duc Anh Nguyen; Stefan Menzel; Thomas Bäck (Zenodo, 2020)

On the Performance of Oversampling Techniques for Class Imbalance Problems. - Jiawen Kong; Thiago Rios; Wojtek Kowalczyk; Stefan Menzel; Thomas Bäck (Zenodo, 2020)

Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems. - Duc Anh Nguyen; Jiawen Kong; Hao Wang 025; Stefan Menzel; Bernhard Sendhoff; Anna V. Kononova; Thomas Bäck (DSAA, 2021)