Name: Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement (en Inglés)
SKU: 57520696
Price: 87.52 USD
Availability: InStock
Author: Leemans, Sander J. J.
ISBN: 9783030966546

portada Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement (en Inglés)

Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement (en Inglés)

Formato

Libro Físico

Autor

Sander J. J. Leemans

Editorial

Springer

Idioma

Inglés

N° páginas

467

Encuadernación

Tapa Blanda

Dimensiones

23.4x15.6x2.5 cm

Peso

0.68 kg.

ISBN13

9783030966546

Categorías

Ciencia y análisis de datos: generalidades
Gestión del conocimiento
Investigación operativa
Software empresarial
Análisis y captura de datos

Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement (en Inglés)

Sander J. J. Leemans (Autor) · Springer · Tapa Blanda

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Reseña del libro "Robust Process Mining with Guarantees: Process Discovery, Conformance Checking and Enhancement (en Inglés)"

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.