22 citations · 23 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 1 cited
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning
Lili Zhang, Quanyan Zhu, Herman Ray +1
Network threat detection has been challenging due to the complexities of attack activities and the limitation of historical threat data to learn from. To help enhance the existing…
stat.AP2018★ 22 cited
A Descriptive Study of Variable Discretization and Cost-Sensitive Logistic Regression on Imbalanced Credit Data
Lili Zhang, Herman Ray, Jennifer Priestley +1
Training classification models on imbalanced data tends to result in bias towards the majority class. In this paper, we demonstrate how variable discretization and cost-sensitive l…