Incremental Process Discovery

Name: Incremental Process Discovery
Brand: Springer, Berlin
SKU: 9783031805646
Price: 415.41 RON
Availability: InStock

Autor: Daniel Schuster

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Legare: Carte broșată

Editura: Springer, Berlin

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This book constitutes the revised version of the award-winning PhD dissertation written by the autho...

Informații despre carte

Autor

Daniel Schuster

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2025

Pagini

390

EAN

9783031805646

Enbook ID

46822685

Editura

Springer, Berlin

Greutate

581

Dimensiuni

155 x 235

Descriere completă

This book constitutes the revised version of the award-winning PhD dissertation written by the author at RWTH Aachen, Germany.

It presents a framework for incremental process discovery that allows users to learn and refine process models from event data iteratively. Next to process discovery and event data handling, it also contributes to conformance checking, a further fundamental process mining task. Eventually, it presents Cortado, an open-source process mining software tool that implements the algorithms and techniques proposed in an integrated and comprehensive fashion. This part also includes a case study applying Cortado and, therefore, the various contributions of this thesis in a real-life scenario.

In 2024, this PhD dissertation won the "Best Process Mining PhD Dissertation Award" by the IEEE Task Force for Process Mining, granted to outstanding PhD theses in this field.

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