A design failure pre-alarming system using score- and vote-based associative classification

作者：

Highlights：

• A new associative classification method is proposed.

• Expert systems in shipbuilding industry are explored.

• A new scoring model that considers feature weights is developed.

• Comparative results of various associative classification algorithms are discussed.

• A design failure pre-alarming system is deployed using the proposed method.

摘要

•A new associative classification method is proposed.•Expert systems in shipbuilding industry are explored.•A new scoring model that considers feature weights is developed.•Comparative results of various associative classification algorithms are discussed.•A design failure pre-alarming system is deployed using the proposed method.

论文关键词：Associative classification,Rule mining,Design failure,Recommender system,Ship design

论文评审过程：Received 24 May 2020, Revised 26 August 2020, Accepted 31 August 2020, Available online 13 September 2020, Version of Record 21 September 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.113950