Der‐Chiang Li

Generating Information-Diffusion-Based Virtual Samples to Improve Small Data Set Prediction for Ceramic Powder: A Case Study

2015

A multi-layer ceramic capacitor is a widely used passive component in modern electronics. However, most passive component manufacturers have to undertake pilot runs after receiving a batch of the key component, ceramic powder, to confirm …

A Boundary-Information-Based Oversampling Approach to Improve Learning Performance for Imbalanced Datasets

2022 · Entropy

Oversampling is the most popular data preprocessing technique. It makes traditional classifiers available for learning from imbalanced data. Through an overall review of oversampling techniques (oversamplers), we find that some of them can be regarded …