Qianxin Liang

According to our database, Qianxin Liang authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A problem-agnostic approach to feature selection and analysis using SHAP.

John T. Hancock, Taghi M. Khoshgoftaar, Qianxin Liang

J. Big Data, December, 2025

An Interpretable and Efficient Random Undersampling-enhanced SHAP Framework for Medicare Fraud Detection.

Qianxin Liang, Richard A. Bauder, Taghi M. Khoshgoftaar

Proceedings of the 11th IEEE International Conference on Collaboration and Internet Computing, 2025

2024

Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods.

Huanjing Wang, Qianxin Liang, John T. Hancock, Taghi M. Khoshgoftaar

J. Big Data, December, 2024

Data reduction techniques for highly imbalanced medicare Big Data.

John T. Hancock, Huanjing Wang, Taghi M. Khoshgoftaar, Qianxin Liang

J. Big Data, December, 2024

Enhancing Medicare Fraud Detection: Random Undersampling Followed by SHAP-Driven Feature Selection with Big Data.

Qianxin Liang, Richard A. Bauder, Taghi M. Khoshgoftaar

Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024

2023

Enhancing Credit Card Fraud Detection Through a Novel Ensemble Feature Selection Technique.

Huanjing Wang, Qianxin Liang, John T. Hancock, Taghi M. Khoshgoftaar

Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

A Comparative Study of Model-Agnostic and Importance-Based Feature Selection Approaches.

Huanjing Wang, Qianxin Liang, John T. Hancock, Taghi M. Khoshgoftaar

Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023

2021

An Empirical Study of Deep Learning Frameworks for Melanoma Cancer Detection using Transfer Learning and Data Augmentation.

Divya Gangwani, Qianxin Liang, Shuwen Wang, Xingquan Zhu

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021