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Taschenbuch. Zustand: Neu. Robust Process Mining with Guarantees | Process Discovery, Conformance Checking and Enhancement | Sander J. J. Leemans | Taschenbuch | Lecture Notes in Business Information Processing | xix | Englisch | 2022 | Springer | EAN 9783030966546 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.

Taschenbuch. Zustand: Neu. Process Mining Workshops | ICPM 2020 International Workshops, Padua, Italy, October 5-8, 2020, Revised Selected Papers | Sander Leemans (u. a.) | Taschenbuch | Lecture Notes in Business Information Processing | xiv | Englisch | 2021 | Springer | EAN 9783030726928 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.

Taschenbuch. 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.

Taschenbuch. 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).

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This Festschrift is dedicated to Wil van der Aalst, a leading pioneer in the disciplines of Business Process Management and Process Mining.Wil van der Aalst received an M.Sc. and a Ph.D. at Eindhoven University of Technology during the 1980s. Among other current roles he is a full professor at RWTH Aachen University, leading the Process and Data Science (PADS) group, and he is Chief Scientist at Celonis. His research interests include process mining, data science, Petri nets, process management, workflow management, process modeling, and process analysis. He has over 1000 journal articles and conference papers, he is among the most highly cited computer scientists in the world, and his ideas have influenced researchers, software developers, and standardization committees. Among his achievements and awards Prof. van der Aalst has received honorary degrees from the Moscow Higher School of Economics, Tsinghua University, and Hasselt University. He is an IFIP Fellow, IEEE Fellow, and ACM Fellow, and an elected member of the Royal Netherlands Academy of Arts and Sciences, the Royal Holland Society of Sciences and Humanities, Academia Europaea, the North Rhine-Westphalian Academy of Sciences, Humanities and the Arts, and the German Academy of Science and Engineering.Throughout his career Prof. van der Aalst has collaborated with hundreds of researchers, students, and practitioners, their successes are reflected in the papers contributed to this volume.

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