Shenglei Chen

A novel selective naïve Bayes algorithm

Shenglei Chen, Geoffrey I. Webb, Linyuan Liu et al. · Knowledge-Based Systems · 2019 · 385 citations

Classification Method, Engineering, Data Science +8

Scalable learning of Bayesian network classifiers

Ana María Martínez, Geoffrey I. Webb, Shenglei Chen et al. · Journal of Machine Learning Research · 2016 · 58 citations

Engineering, Machine Learning, Scalable Learning +20

Instance-based weighting filter for superparent one-dependence estimators

Zhiyi Duan, Limin Wang, Shenglei Chen et al. · Knowledge-Based Systems · 2020 · 30 citations

Instance-based Learning, Multiple Instance Learning, Engineering +6

Sample-Based Attribute Selective A$n$ DE for Large Data

Shenglei Chen, Ana María Martínez, Geoffrey I. Webb et al. · IEEE Transactions on Knowledge and Data Engineering · 2016 · 26 citations

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