Verlag: Springer Nature Switzerland AG, 2021
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Verlag: Springer International Publishing, 2021
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In den WarenkorbZustand: New. This book constitutes revised selected papers from the International Workshops held at the Second International Conference on Process Mining, ICPM 2020, which took place during October 4-9, 2020. The conference was planned to take place in Padua, Italy, but.
Verlag: Springer International Publishing, Springer International Publishing Mär 2022, 2022
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In den WarenkorbTaschenbuch. Zustand: Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 488 pp. Englisch.
Verlag: Springer International Publishing, Springer International Publishing Mär 2021, 2021
ISBN 10: 3030726924 ISBN 13: 9783030726928
Sprache: Englisch
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In den WarenkorbTaschenbuch. Zustand: Neu. Neuware -This book constitutes revised selected papers from the International Workshops held at the Second International Conference on Process Mining, ICPM 2020, which took place during October 4-9, 2020. The conference was planned to take place in Padua, Italy, but had to be held online due to the COVID-19 pandemic.The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-located workshops provided a forum for novel research ideas. The 29 papers included in this volume were carefully reviewed and selected from 59 submissions. They stem from the following workshops:1st International Workshop on Event Data and Behavioral Analytics (EDBA)1st International Workshop on Leveraging Machine Learning in Process Mining (ML4PM)1st International Workshop on Streaming Analytics for Process Mining (SA4PM'20)5th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI)3rd International Workshop on Process-Oriented Data Science for Healthcare (PODS4H)1st International Workshop on Trust and Privacy in Process Analytics (TPPA)Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 416 pp. Englisch.
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Verlag: Springer International Publishing, Springer International Publishing, 2022
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In den WarenkorbTaschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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.
Verlag: Springer International Publishing, Springer International Publishing, 2021
ISBN 10: 3030726924 ISBN 13: 9783030726928
Sprache: Englisch
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In den WarenkorbTaschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book constitutes revised selected papers from the International Workshops held at the Second International Conference on Process Mining, ICPM 2020, which took place during October 4-9, 2020. The conference was planned to take place in Padua, Italy, but had to be held online due to the COVID-19 pandemic.The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-located workshops provided a forum for novel research ideas. The 29 papers included in this volume were carefully reviewed and selected from 59 submissions. They stem from the following workshops:1st International Workshop on Event Data and Behavioral Analytics (EDBA)1st International Workshop on Leveraging Machine Learning in Process Mining (ML4PM)1st International Workshop on Streaming Analytics for Process Mining (SA4PM'20)5th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI)3rd International Workshop on Process-Oriented Data Science for Healthcare (PODS4H)1st International Workshop on Trust and Privacy in Process Analytics (TPPA).
Verlag: Springer-Nature New York Inc, 2021
ISBN 10: 3030726924 ISBN 13: 9783030726928
Sprache: Englisch
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