Unearthing the Real Process Behind the Event Data
Unearthing the Real Process Behind the Event Data

Author: Gert Janssenswillen

Publisher: Springer Nature

Published: 2021-04-07

Total Pages: 283

ISBN-13: 3030707334

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This book is a revised version of the PhD dissertation written by the author at Hasselt University in Belgium. This dissertation introduces the concept of process realism. Process realism is approached from two perspectives in this dissertation. First, quality dimensions and measures for process discovery are analyzed on a large scale and compared with each other on the basis of empirical experiments. It is shown that there are important differences between the different quality measures in terms of feasibility, validity and sensitivity. Moreover, the role and meaning of the generalization dimension is unclear. Second, process realism is also tackled from a data point of view. By developing a transparent and extensible tool-set, a framework is offered to analyze process data from different perspectives. From both perspectives, recommendations are made for future research, and a call is made to give the process realism mindset a central place within process mining analyses. In 2020, the PhD dissertation won the “BPM Dissertation Award”, granted to outstanding PhD theses in the field of Business Process Management.

Process Mining Workshops
Process Mining Workshops

Author: Marco Montali

Publisher: Springer Nature

Published: 2023-03-25

Total Pages: 593

ISBN-13: 3031278151

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This open access book constitutes revised selected papers from the International Workshops held at the 4th International Conference on Process Mining, ICPM 2022, which took place in Bozen-Bolzano, Italy, during October 23–28, 2022. 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 42 papers included in this volume were carefully reviewed and selected from 89 submissions. They stem from the following workshops: – 3rd International Workshop on Event Data and Behavioral Analytics (EDBA) – 3rd International Workshop on Leveraging Machine Learning in Process Mining (ML4PM) – 3rd International Workshop on Responsible Process Mining (RPM) (previously known as Trust, Privacy and Security Aspects in Process Analytics) – 5th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H) – 3rd International Workshop on Streaming Analytics for Process Mining (SA4PM) – 7th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI) – 1st International Workshop on Education meets Process Mining (EduPM) – 1st International Workshop on Data Quality and Transformation in Process Mining (DQT-PM)

Business Process Management Workshops
Business Process Management Workshops

Author: Andrea Marrella

Publisher: Springer Nature

Published: 2022-01-23

Total Pages: 457

ISBN-13: 3030943437

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This book constitutes revised papers from the International Workshops held at the 19th International Conference on Business Process Management, BPM 2021, in Rome, Italy, during September 6-10, 2021. Papers from the following workshops are included: 5th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM'21)17th International Workshop on Business Process Intelligence (BPI'21)1st International Workshop on BPM Governance for and Beyond DigitalTransformation (BPMGOV'21)1st International Workshop on Business Process Management and Routine Dynamics (BPM&RD'21)14th International Workshop on Social and Human Aspects of Business Process Management (BPMS2'21)9th International Workshop on DEClarative, DECision and Hybrid approaches to processes (DEC2H'21)5th International Workshop on Business Processes Meet the Internet-of-Things (BP-Meet-IoT'21)4th International Workshop on Security and Privacy-enhanced Business Process Management (SPBP'21) Each of the eight workshops focused on particular aspects of business process management. Overall, after a thorough review process, there were 31 full papers selected from a total of 60 submissions.

Business Process Management
Business Process Management

Author: Hamid Reza Motahari-Nezhad

Publisher: Springer

Published: 2015-08-12

Total Pages: 486

ISBN-13: 3319230638

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This book constitutes the proceedings of the 13th International Conference on Business Process Management, BPM 2015, held in Innsbruck, Austria, in August/September 2015. The 21 regular papers, 7 short papers and 2 inductrial papers included in this volume were carefully reviewed and selected from 125 submissions. The papers are organized in topical sections on runtime process management, process modeling, process modeling discovery, business process models and analytics, BPM in industry, process compliance and deviations, energing and practical areas of BPM, and process monitoring.

Process Mining Workshops
Process Mining Workshops

Author: Jorge Munoz-Gama

Publisher: Springer Nature

Published: 2022-03-23

Total Pages: 419

ISBN-13: 3030985814

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This open access book constitutes revised selected papers from the International Workshops held at the Third International Conference on Process Mining, ICPM 2021, which took place in Eindhoven, The Netherlands, during October 31–November 4, 2021. 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 28 papers included in this volume were carefully reviewed and selected from 65 submissions. They stem from the following workshops: 2nd International Workshop on Event Data and Behavioral Analytics (EDBA) 2nd International Workshop on Leveraging Machine Learning in Process Mining (ML4PM) 2nd International Workshop on Streaming Analytics for Process Mining (SA4PM) 6th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI) 4th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H) 2nd International Workshop on Trust, Privacy, and Security in Process Analytics (TPSA) One survey paper on the results of the XES 2.0 Workshop is included.

Neural Information Processing
Neural Information Processing

Author: Mohammad Tanveer

Publisher: Springer Nature

Published: 2023-04-13

Total Pages: 748

ISBN-13: 9819916453

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The four-volume set CCIS 1791, 1792, 1793 and 1794 constitutes the refereed proceedings of the 29th International Conference on Neural Information Processing, ICONIP 2022, held as a virtual event, November 22–26, 2022. The 213 papers presented in the proceedings set were carefully reviewed and selected from 810 submissions. They were organized in topical sections as follows: Theory and Algorithms; Cognitive Neurosciences; Human Centered Computing; and Applications. The ICONIP conference aims to provide a leading international forum for researchers, scientists, and industry professionals who are working in neuroscience, neural networks, deep learning, and related fields to share their new ideas, progress, and achievements.

Tools and Methods of Program Analysis
Tools and Methods of Program Analysis

Author: Anna Kalenkova

Publisher: Springer Nature

Published: 2021-03-16

Total Pages: 216

ISBN-13: 3030714721

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This book constitutes the refereed proceedings of the 5th International Conference on Tools and Methods for Program Analysis, TMPA 2019, held in Tbilisi, Georgia, in November 2019. The 14 revised full papers and 2 revised short papers presented together with one keynote paper were carefully reviewed and selected from 41 submissions. The papers deal with topics such as software test automation, static program analysis, verification, dynamic methods of program analysis, testing and analysis of parallel and distributed systems, testing and analysis of high-load and high-availability systems, analysis and verification of hardware and software systems, methods of building quality software, tools for software analysis, testing and verification.

African Dinosaurs Unearthed
African Dinosaurs Unearthed

Author: Gerhard Maier

Publisher: Indiana University Press

Published: 2003-07-02

Total Pages: 427

ISBN-13: 0253000548

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From 1907 to 1931 at Tendaguru, a remote site in present-day Tanzania, teams of German (and later British) paleontologists unearthed 220 tons of fossils, including the bones of a new dinosaur, one of the largest then known. For decades the mounted skeleton of this giant, Brachiosaurus, was the largest skeleton of a land animal on exhibit in the world. The dinosaur and other animal fossils found at Tendaguru form one of the cornerstones of our understanding of life in the Mesozoic era. Visited sporadically during the '30s and '40s, Tendaguru again became the site of scientific interest late in the 20th century. African Dinosaurs Unearthed tells the story of driven scientific adventurers working under difficult conditions and often paying the price with their health—and sometimes with their lives. Set against the background of a troubled century, the book reveals how scientific endeavors were carried on through war and political turmoil, and continue into the present day.

The Bible Unearthed
The Bible Unearthed

Author: Israel Finkelstein

Publisher: Simon and Schuster

Published: 2002-03-06

Total Pages: 401

ISBN-13: 0743223381

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In this groundbreaking work that sets apart fact and legend, authors Finkelstein and Silberman use significant archeological discoveries to provide historical information about biblical Israel and its neighbors. In this iconoclastic and provocative work, leading scholars Israel Finkelstein and Neil Asher Silberman draw on recent archaeological research to present a dramatically revised portrait of ancient Israel and its neighbors. They argue that crucial evidence (or a telling lack of evidence) at digs in Israel, Egypt, Jordan, and Lebanon suggests that many of the most famous stories in the Bible—the wanderings of the patriarchs, the Exodus from Egypt, Joshua’s conquest of Canaan, and David and Solomon’s vast empire—reflect the world of the later authors rather than actual historical facts. Challenging the fundamentalist readings of the scriptures and marshaling the latest archaeological evidence to support its new vision of ancient Israel, The Bible Unearthed offers a fascinating and controversial perspective on when and why the Bible was written and why it possesses such great spiritual and emotional power today.

Conformance Checking
Conformance Checking

Author: Josep Carmona

Publisher: Springer

Published: 2018-11-11

Total Pages: 285

ISBN-13: 331999414X

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This book introduces readers to the field of conformance checking as a whole and outlines the fundamental relation between modelled and recorded behaviour. Conformance checking interrelates the modelled and recorded behaviour of a given process and provides techniques and methods for comparing and analysing observed instances of a process in the presence of a model, independent of the model’s origin. Its goal is to provide an overview of the essential techniques and methods in this field at an intuitive level, together with precise formalisations of its underlying principles. The book is divided into three parts, that are meant to cover different perspectives of the field of conformance checking. Part I presents a comprehensive yet accessible overview of the essential concepts used to interrelate modelled and recorded behaviour. It also serves as a reference for assessing how conformance checking efforts could be applied in specific domains. Next, Part II provides readers with detailed insights into algorithms for conformance checking, including the most commonly used formal notions and their instantiation for specific analysis questions. Lastly, Part III highlights applications that help to make sense of conformance checking results, thereby providing a necessary next step to increase the value of a given process model. They help to interpret the outcomes of conformance checking and incorporate them by means of enhancement and repair techniques. Providing the core building blocks of conformance checking and describing its main applications, this book mainly addresses students specializing in business process management, researchers entering process mining and conformance checking for the first time, and advanced professionals whose work involves process evaluation, modelling and optimization.