All that glitters is not gold: Four maturity stages of process discovery algorithms

Author:

van der Werf Jan Martijn E.M.ORCID,Polyvyanyy Artem,van Wensveen Bart R.,Brinkhuis Matthieu,Reijers Hajo A.

Funder

Australian Research Council

Publisher

Elsevier BV

Subject

Hardware and Architecture,Information Systems,Software

Reference39 articles.

1. Process Mining—Data Science in Action;van der Aalst,2016

2. Quality dimensions in process discovery: The importance of fitness, precision, generalization and simplicity;Buijs;Int. J. Coop. Inf. Syst.,2014

3. Bootstrapping generalization of process models discovered from event data;Polyvyanyy,2022

4. Introduction To Algorithms;Cormen,2009

5. Monotone precision and recall measures for comparing executions and specifications of dynamic systems;Polyvyanyy;ACM Trans. Softw. Eng. Methodol.,2020

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Scalable Discovery of Partially Ordered Workflow Models with Formal Guarantees;2023 5th International Conference on Process Mining (ICPM);2023-10-23

2. Fast and accurate data-driven goal recognition using process mining techniques;Artificial Intelligence;2023-10

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