Xinxin Ru

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Conditional Independence

Bayesian Networks

Top Venues

Neural Comput. Appl.

Publications

Zidong Wang, Xiaoguang Gao, Xiaohan Liu, Xinxin Ru, Qingfu Zhang
Incorporating structural constraints into continuous optimization for causal discovery. Neurocomputing 595 (2024)
Yangyang Wang, Xiaoguang Gao, Xinxin Ru, Pengzhan Sun, Jihan Wang
The Weight-Based Feature Selection (WBFS) Algorithm Classifies Lung Cancer Subtypes Using Proteomic Data. Entropy 25 (7) (2023)
Xiaohan Liu, Xiaoguang Gao, Zidong Wang, Xinxin Ru, Qingfu Zhang
A metaheuristic causal discovery method in directed acyclic graphs space. Knowl. Based Syst. 276 (2023)
Xiaohan Liu, Xiaoguang Gao, Xinxin Ru, Xiangyuan Tan, Zidong Wang
Improving greedy local search methods by switching the search space. Appl. Intell. 53 (19) (2023)
Xinxin Ru, Xiaoguang Gao, Yangyang Wang, Xiaohan Liu
Bayesian network parameter learning using constraint-based data extension method. Appl. Intell. 53 (9) (2023)
Xinxin Ru, Xiaoguang Gao, Zidong Wang, Yangyang Wang, Xiaohan Liu
Bayesian network parameter learning using fuzzy constraints. Neurocomputing 544 (2023)
Yangyang Wang, Xiaoguang Gao, Xinxin Ru, Pengzhan Sun, Jihan Wang
A hybrid feature selection algorithm and its application in bioinformatics. PeerJ Comput. Sci. 8 (2022)
Xinxin Ru, Xiaoguang Gao, Yangyang Wang, Xiaohan Liu
Learning Bayesian network parameters with soft-hard constraints. Neural Comput. Appl. 34 (20) (2022)
Xiaohan Liu, Xiaoguang Gao, Zidong Wang, Xinxin Ru
Improved Local Search with Momentum for Bayesian Networks Structure Learning. Entropy 23 (6) (2021)