Titlebook: Robust Process Mining with Guarantees; Process Discovery, C Sander J. J. Leemans Book 2022 The Editor(s) (if applicable) and The Author(s),

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Introduction,Nowadays, considerable amounts of data are recorded by software, machines and organisations. For instance, high tech systems such as MRI-scanners log hardware and software events, web servers log visits to web pages, ERP systems log business transactions, and workflow (case management) systems log activity executions.

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Recursive Process Discovery,amples. Furthermore, we provide the foundations of the guarantees that this framework can provide: soundness, termination, perfect fitness, perfect precision and rediscoverability (which is the ability for an algorithm to rediscover the language of a system given some assumptions on the system and the log).

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1865-1348 y technique could do.Based on the author‘s PhD thesis, which.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 gu

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Process Mining,g requirements for the “ideal" process mining technique. Finally, we introduce our approaches to these three challenges: the Inductive Miner framework, the Projected Conformance Checking framework and the Inductive visual Miner.