Sisi Li

A Noise-Filtered Under-Sampling Scheme for Imbalanced Classification

2016 · IEEE Transactions on Cybernetics

Under-sampling is a popular data preprocessing method in dealing with class imbalance problems, with the purposes of balancing datasets to achieve a high classification rate and avoiding the bias toward majority class examples. It always …

Commutativity-guaranteed Docker Image Reconstruction towards Effective Layer Sharing

2022 · Proceedings of the ACM Web Conference 2022

Owing to the benefit of light weight, containers have become a promising enabler for cloud native computing. Container images composed of applications and dependencies support flexible service deployment and migration. Rapid adoption and integration of …