Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement: 440 (Lecture Notes in Business Information Processing) - Tapa blanda

Leemans, Sander J. J.

 
9783030966546: Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement: 440 (Lecture Notes in Business Information Processing)
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ISBN 10: 3030966542 ISBN 13: 9783030966546
Editorial: Springer, 2022

Sinopsis

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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Acerca del autor

Charlotte y Peter Fiell son dos autoridades en historia, teoría y crítica del diseño y han escrito más de sesenta libros sobre la materia, muchos de los cuales se han convertido en éxitos de ventas. También han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Diseño del siglo XX, El diseño industrial de la A a la Z, Scandinavian Design y Diseño del siglo XXI.

De la contraportada

<p>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. </p><p>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.</p><br><p></p>

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Editorial
Springer
Año de publicación
2022
Idioma
Inglés
ISBN 10 
3030966542
ISBN 13 
9783030966546
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
488
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
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Hamburg
Alemania

Otras ediciones populares con el mismo título

9783030966560: Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement

Edición Destacada

ISBN 10:  3030966569 ISBN 13:  9783030966560
Editorial: Springer, 2022
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