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Robust Process Mining with Guarantees
- Process Discovery, Conformance Checking and Enhancement
Af: Sander J. J. Leemans
Engelsk
Bogcover for Robust Process Mining with Guarantees af Sander J. J. Leemans, 9783030966546
Specifikationer
Sprog:
Engelsk
Sider:
467
ISBN-13:
9783030966546
Indbinding:
Paperback
ISBN-10:
3030966542
Kategori:
Udg. Dato:
29 mar 2022
Størrelse i cm:
23,5 x 15,5
Forlag:
Serie:
Oplagsdato:
29 mar 2022
Forfatter(e):
Genre:

Robust Process Mining with Guarantees

- Process Discovery, Conformance Checking and Enhancement
Af: Sander J. J. Leemans
Engelsk
Paperback 2022
Format:
Paperback
Bog beskrivelse

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.


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Specifikationer
Sprog:
Engelsk
Sider:
467
ISBN-13:
9783030966546
Indbinding:
Paperback
ISBN-10:
3030966542
Kategori:
Udg. Dato:
29 mar 2022
Størrelse i cm:
23,5 x 15,5
Forlag:
Serie:
Oplagsdato:
29 mar 2022
Forfatter(e):
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