Robust Process Mining with Guarantees is popular PDF and ePub book, written by Sander J. J. Leemans in 2022-03-25, it is a fantastic choice for those who relish reading online the Business & Economics genre. Let's immerse ourselves in this engaging Business & Economics book by exploring the summary and details provided below. Remember, Robust Process Mining with Guarantees can be Read Online from any device for your convenience.
Robust Process Mining with Guarantees Book PDF Summary
This book presents techniques for process discovery, conformance checking and enhancement. For process discovery, it introduces the Inductive Miner framework: a recursive skeleton for discovery techniques that in itself provides several guarantees. The framework is instantiated in several concrete discovery techniques, each of which targets a specific challenge of process discovery, such as incompleteness of information or noisy behavior. For conformance checking, it introduces the Projected Conformance Checking framework, which focuses on speed, but nevertheless provides several guarantees, such as that for certain classes of models, it can decide language equivalence. For enhancement, it introduces the Inductive visual Miner, a well-polished end-user focused tool that includes process discovery, conformance checking and that can visualize performance on a discovered model, all without any user input.
Detail Book of Robust Process Mining with Guarantees PDF
- Author : Sander J. J. Leemans
- Release : 25 March 2022
- Publisher : Springer Nature
- ISBN : 9783030966553
- Genre : Business & Economics
- Total Page : 467 pages
- Language : English
- PDF File Size : 10,6 Mb
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