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Jan, 2021
流程预测深度学习现有技术的系统文献综述
A systematic literature review on state-of-the-art deep learning methods for process prediction
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Dominic A. Neu, Johannes Lahann, Peter Fettke
TL;DR
该研究综合了深度学习算法在流程挖掘中的应用,着重通过系统性文献综述的方式,分析不同数据处理方案、网络拓扑结构、以及目标预测等方面的优缺点。
Abstract
process mining
enables the reconstruction and evaluation of business processes based on digital traces in IT systems. An increasingly important technique in this context is
process prediction
. Given a sequence of
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