Changzheng He

Dynamic classifier ensemble model for customer classification with imbalanced class distribution

Jin Xiao, Ling Xie, Changzheng He et al. · Expert Systems with Applications · 2011 · 124 citations

Data Classification, Classification Method, Engineering +13

Approach to Integrated Scheduling Problems Considering Optimal Number of Automated Guided Vehicles and Conflict-Free Routing in Flexible Manufacturing Systems

Xiangfei Lyu, Yuchuan Song, Changzheng He et al. · IEEE Access · 2019 · 85 citations · Full text

Engineering, Operations Research, Memetic Algorithm +21

A dynamic classifier ensemble selection approach for noise data

Jin Xiao, Changzheng He, Xiaoyi Jiang et al. · Information Sciences · 2010 · 76 citations

Engineering, Concept Drift, Data Mining +8

A robust missing value imputation method for noisy data

Bing Zhu, Changzheng He, Panos Liatsis · Applied Intelligence · 2010 · 55 citations

Engineering, Value Imputation Method, Data Science +7

Structure identification of Bayesian classifiers based on GMDH

Jin Xiao, Changzheng He, Xiaoyi Jiang · Knowledge-Based Systems · 2009 · 40 citations

Classification Method, Engineering, Machine Learning +7