Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement

Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement

Leemans, Sander J. J.

Paperback

Series: Lecture Notes in Business Information Processing, Book 440

Business GeneralApplicationsGeneral Computers

ISBN10: 3030966542
ISBN13: 9783030966546
Publisher: Springer
Published: Mar 29 2022
Pages: 467
Weight: 1.49
Height: 0.98 Width: 6.14 Depth: 9.21
Language: English

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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