Ensemble Belief Rule-Based Model for complex system classification and prediction

作者:

Highlights:

• An Ensemble Belief Rule-Based model under bagging framework.

• Ensemble learning for solving the combinational explosion problem of Belief Rule Base.

• Effectiveness of the proposed Ensemble Belief Rule Base validated in classification and prediction.

摘要

•An Ensemble Belief Rule-Based model under bagging framework.•Ensemble learning for solving the combinational explosion problem of Belief Rule Base.•Effectiveness of the proposed Ensemble Belief Rule Base validated in classification and prediction.

论文关键词:BRB model,Bagging framework,Ensemble learning,Classification,Prediction

论文评审过程:Received 1 April 2020, Revised 30 August 2020, Accepted 31 August 2020, Available online 2 September 2020, Version of Record 16 September 2020.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.113952