Yang Liu

Learning semi-lazy Bayesian network classifier under the c.i.i.d assumption

Yang Liu, Limin Wang, Musa Mammadov · Knowledge-Based Systems · 2020 · 28 citations

Engineering, Machine Learning, Data Science +8

Hierarchical Independence Thresholding for learning Bayesian network classifiers

Yang Liu, Limin Wang, Musa Mammadov et al. · Knowledge-Based Systems · 2020 · 21 citations

Classification Method, Engineering, Machine Learning +8

Efficient Heuristics for Structure Learning of k-Dependence Bayesian Classifier

Yang Liu, Limin Wang, Minghui Sun · Entropy · 2018 · 11 citations · Full text

Self-Adaptive Attribute Value Weighting for Averaged One-Dependence Estimators

Limin Wang, Jie Chen, Yang Liu et al. · IEEE Access · 2020 · 11 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +16

Discriminative Structure Learning of Bayesian Network Classifiers from Training Dataset and Testing Instance

Limin Wang, Yang Liu, Musa Mammadov et al. · Entropy · 2019 · 10 citations · Full text