Yang Liu

According to our database, Yang Liu authored at least 9 papers between 2021 and 2023.

Collaborative distances:

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

2023

Open problems in causal structure learning: A case study of COVID-19 in the UK.

Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro

Expert Syst. Appl., December, 2023

A survey of Bayesian Network structure learning.

Neville Kenneth Kitson, Anthony C. Constantinou, Zhigao Guo, Yang Liu, Kiattikun Chobtham

Artif. Intell. Rev., 2023

Improving the imputation of missing data with Markov Blanket discovery.

Yang Liu, Anthony C. Constantinou

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

SWSR: A Chinese dataset and lexicon for online sexism detection.

Aiqi Jiang, Xiaohan Yang, Yang Liu, Arkaitz Zubiaga

Online Soc. Networks Media, 2022

Greedy structure learning from data that contain systematic missing values.

Yang Liu, Anthony C. Constantinou

Mach. Learn., 2022

Improving Bayesian Network Structure Learning in the Presence of Measurement Error.

Yang Liu, Anthony C. Constantinou, Zhigao Guo

J. Mach. Learn. Res., 2022

Effective and efficient structure learning with pruning and model averaging strategies.

Anthony C. Constantinou, Yang Liu, Neville Kenneth Kitson, Kiattikun Chobtham, Zhigao Guo

Int. J. Approx. Reason., 2022

2021

Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data.

Anthony C. Constantinou, Yang Liu, Kiattikun Chobtham, Zhigao Guo, Neville Kenneth Kitson

Int. J. Approx. Reason., 2021

Greedy structure learning from data that contains systematic missing values.

Yang Liu, Anthony C. Constantinou

CoRR, 2021