Yan Liu

According to our database, Yan Liu authored at least 26 papers between 2019 and 2025.

Collaborative distances:

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

2025

BG²VN: benchmark graph generator for vital node recognition.

Yizhen Wang, Yan Liu, Zengyou He

Frontiers Comput. Sci., September, 2025

Clusterability test for categorical data.

Lianyu Hu, Junjie Dong, Mudi Jiang, Yan Liu, Zengyou He

Knowl. Inf. Syst., May, 2025

Clustering Categorical Data via Multiple Hypothesis Testing.

Lianyu Hu, Mudi Jiang, Yan Liu, Quan Zou, Zengyou He

ACM Trans. Knowl. Discov. Data, 2025

Community structure testing by counting frequent common neighbor sets.

Zengyou He, Xiaolei Li, Lianyu Hu, Mudi Jiang, Yan Liu

Inf. Sci., 2025

2024

Node Centrality Inference via Hypothesis Testing.

Zengyou He, Jun Lou, Yan Liu, Lianyu Hu, Mudi Jiang

Stat. Anal. Data Min., October, 2024

Central node identification via weighted kernel density estimation.

Yan Liu, Xue Feng, Jun Lou, Lianyu Hu, Zengyou He

Data Min. Knowl. Discov., May, 2024

Postoperative delirium prediction after cardiac surgery using machine learning models.

Tan Yang, Hai Yang, Yan Liu, Xiao Liu, Yijie Ding, Run Li, AnQiong Mao, Yue Huang, Xiao-Liang Li, Ying Zhang, Feng-Xu Yu

Comput. Biol. Medicine, February, 2024

Essential protein discovery on weighted PPI networks via statistical information fusion.

Yan Liu, Ye Yuan, Zhong Wang, Zengyou He, Hexin Zhang, Hongwei Wu, Ya-Dong Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Integrating topology and biological information to predict essential proteins via Shannon entropy.

Yan Liu, Zhong Wang, Zengyou He, Hexin Zhang, Jing Qin

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Predicting active enhancers with DNA methylation and histone modification.

Ximei Luo, Qun Li, Yifan Tang, Yan Liu, Quan Zou, Jie Zheng, Ying Zhang, Lei Xu

BMC Bioinform., December, 2023

The statistical nature of h-index of a network node and its extensions.

Yan Liu, Mudi Jiang, Lianyu Hu, Zengyou He

J. Informetrics, August, 2023

Mining Statistically Significant Communities From Weighted Networks.

Zengyou He, Wenfang Chen, Xiaoqi Wei, Yan Liu

IEEE Trans. Knowl. Data Eng., June, 2023

On the Statistical Significance of a Community Structure.

Zengyou He, Xiaoqi Wei, Wenfang Chen, Yan Liu

IEEE Trans. Knowl. Data Eng., March, 2023

Decision Tree for Sequences.

Zengyou He, Ziyao Wu, Guangyao Xu, Yan Liu, Quan Zou

IEEE Trans. Knowl. Data Eng., 2023

A testing-based approach to assess the clusterability of categorical data.

Lianyu Hu, Junjie Dong, Mudi Jiang, Yan Liu, Zengyou He

CoRR, 2023

Personalized Interpretable Classification.

Zengyou He, Yifan Tang, Lianyu Hu, Mudi Jiang, Yan Liu

CoRR, 2023

2022

Detecting Statistically Significant Communities.

Zengyou He, Hao Liang, Zheng Chen, Can Zhao, Yan Liu

IEEE Trans. Knowl. Data Eng., 2022

Significance-Based Essential Protein Discovery.

Yan Liu, Hao Liang, Quan Zou, Zengyou He

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Significance-Based Categorical Data Clustering.

Lianyu Hu, Mudi Jiang, Yan Liu, Zengyou He

CoRR, 2022

The statistical nature of h-index of a network node.

Yan Liu, Mudi Jiang, Lianyu Hu, Zengyou He

CoRR, 2022

Using a machine learning-based risk prediction model to analyze the coronary artery calcification score and predict coronary heart disease and risk assessment.

Yue Huang, YingBo Ren, Hai Yang, YiJie Ding, Yan Liu, YunChun Yang, AnQiong Mao, Tan Yang, YingZi Wang, Feng Xiao, QiZhou He, Ying Zhang

Comput. Biol. Medicine, 2022

2021

Essential Protein Recognition via Community Significance.

Yan Liu, Wenfang Chen, Zengyou He

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

A graph-traversal approach to identify influential nodes in a network.

Yan Liu, Xiaoqi Wei, Wenfang Chen, Lianyu Hu, Zengyou He

Patterns, 2021

Instance-Based Classification Through Hypothesis Testing.

Zengyou He, Chaohua Sheng, Yan Liu, Quan Zou

IEEE Access, 2021

2020

Computing exact P-values for community detection.

Zengyou He, Hao Liang, Zheng Chen, Can Zhao, Yan Liu

Data Min. Knowl. Discov., 2020

2019

Correlation-Based Community Detection.

Zheng Chen, Zengyou He, Hao Liang, Can Zhao, Yan Liu

CoRR, 2019