TL;DRLORELEY 是一个可解释的 AI 技术,在预测业务流程监控中提供了可接受的对事实解释以及对事实的否定解释,根据业务流程监控中的控制流约束生成了逼近预测模型并且生成逼真的反事实解释。
Abstract
predictive business process monitoring increasingly leverages sophisticated
prediction models. Although sophisticated models achieve consistently higher
prediction accuracy than simple models, one major drawback is their lack of
interpretability, which limits their adoption in practice