Yang Liu

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 15

Top Topics

Bayesian Network Structure Learning

Conditional Independence

Top Venues

Int. J. Approx. Reason.

Artif. Intell. Rev.

Publications

Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro
Open problems in causal structure learning: A case study of COVID-19 in the UK. CoRR (2023)
Anthony C. Constantinou, Neville Kenneth Kitson, Yang Liu, Kiattikun Chobtham, Arian Hashemzadeh, Praharsh A. Nanavati, Rendani Mbuvha, Bruno Petrungaro
Open problems in causal structure learning: A case study of COVID-19 in the UK. Expert Syst. Appl. 234 (2023)
Yang Liu, Anthony C. Constantinou
Improving the imputation of missing data with Markov Blanket discovery. ICLR (2023)
Neville Kenneth Kitson, Anthony C. Constantinou, Zhigao Guo, Yang Liu, Kiattikun Chobtham
A survey of Bayesian Network structure learning. Artif. Intell. Rev. 56 (8) (2023)
Yang Liu, Anthony C. Constantinou, Zhigao Guo
Improving Bayesian Network Structure Learning in the Presence of Measurement Error. J. Mach. Learn. Res. 23 (2022)
Aiqi Jiang, Xiaohan Yang, Yang Liu, Arkaitz Zubiaga
SWSR: A Chinese dataset and lexicon for online sexism detection. Online Soc. Networks Media 27 (2022)
Yang Liu, Anthony C. Constantinou
Greedy structure learning from data that contain systematic missing values. Mach. Learn. 111 (10) (2022)
Anthony C. Constantinou, Yang Liu, Neville Kenneth Kitson, Kiattikun Chobtham, Zhigao Guo
Effective and efficient structure learning with pruning and model averaging strategies. Int. J. Approx. Reason. 151 (2022)
Anthony C. Constantinou, Yang Liu, Neville Kenneth Kitson, Kiattikun Chobtham, Zhigao Guo
Effective and efficient structure learning with pruning and model averaging strategies. CoRR (2021)
Aiqi Jiang, Xiaohan Yang, Yang Liu, Arkaitz Zubiaga
SWSR: A Chinese Dataset and Lexicon for Online Sexism Detection. CoRR (2021)
Neville Kenneth Kitson, Anthony C. Constantinou, Zhigao Guo, Yang Liu, Kiattikun Chobtham
A survey of Bayesian Network structure learning. CoRR (2021)
Yang Liu, Anthony C. Constantinou
Greedy structure learning from data that contains systematic missing values. CoRR (2021)
Anthony C. Constantinou, Yang Liu, Kiattikun Chobtham, Zhigao Guo, Neville Kenneth Kitson
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data. Int. J. Approx. Reason. 131 (2021)
Anthony C. Constantinou, Yang Liu, Kiattikun Chobtham, Zhigao Guo, Neville Kenneth Kitson
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data. CoRR (2020)
Yang Liu, Anthony C. Constantinou, Zhigao Guo
Improving Bayesian Network Structure Learning in the Presence of Measurement Error. CoRR (2020)