Process Mining Handbook
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Process Mining Handbook
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Author : Wil M. P. van der Aalst
language : en
Publisher: Springer Nature
Release Date : 2022-06-27
Process Mining Handbook written by Wil M. P. van der Aalst and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-27 with Computers categories.
This is an open access book. This book comprises all the single courses given as part of the First Summer School on Process Mining, PMSS 2022, which was held in Aachen, Germany, during July 4-8, 2022. This volume contains 17 chapters organized into the following topical sections: Introduction; process discovery; conformance checking; data preprocessing; process enhancement and monitoring; assorted process mining topics; industrial perspective and applications; and closing.
Process Mining Workshops
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Author : Andrea Delgado
language : en
Publisher: Springer Nature
Release Date : 2025-03-27
Process Mining Workshops written by Andrea Delgado and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-27 with Computers categories.
This book constitutes the revised accepted papers of several workshops which were held in conjunction with the 6th International Conference on Process Mining, ICPM 2024, held in Lyngby, Denmark, during October 2024. The 56 revised full papers presented in this book were carefully reviewed and selected from 126 submissions. The papers presented in this volume stem from the following workshops: – 9th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI) – 3rd International Workshop on Education Meets Process Mining (EduPM) – 3rd International Workshop on Collaboration Mining for Distributed Systems (CoMinDS) – 5th International Workshop on Leveraging Machine Learning in Process Mining (ML4PM) – 5th International Workshop on Event Data and Behavioral Analytics (EdbA) – 7th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H) – 1st International Workshop on Empirical Research in Process Mining (ERPM) – 1st International Workshop on Generative Artificial Intelligence for Process Mining (GenAI4PM) – 4th International Workshop on Stream Management & Analytics for Process Mining (SMA4PM) – 1st International Workshop on Process Mining for Sustainability (PM4S).
Process Mining Workshops
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Author : Marco Montali
language : en
Publisher: Springer Nature
Release Date : 2023-03-25
Process Mining Workshops written by Marco Montali and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-25 with Computers categories.
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)
Process Mining Workshops
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Author : Johannes De Smedt
language : en
Publisher: Springer Nature
Release Date : 2024-04-12
Process Mining Workshops written by Johannes De Smedt and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-12 with Computers categories.
This volume constitutes the revised selected papers of several workshops which were held in conjunction with the 5th International Conference on Process Mining, ICPM 2023, held in Rome, Italy, in October 23–27, 2023. The 38 revised full papers presented in this book were carefully reviewed and selected from 85 submissions. The book also contains one invited talk. ICPM 2023 presented the following six workshops: – 4th International Workshop on Event Data and Behavioral Analytics (EdbA) – 4th International Workshop on Leveraging Machine Learning in Process Mining (ML4PM) – 6th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H) – 8th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI) – 2nd International Workshop on Education Meets Process Mining (EduPM) – 2nd International Workshop on Collaboration Mining for Distributed Systems (COMINDS).
Process Intelligence In Action
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Author : Lars Reinkemeyer
language : en
Publisher: Springer Nature
Release Date : 2024-06-25
Process Intelligence In Action written by Lars Reinkemeyer and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-25 with Computers categories.
This book provides operational guidance on how to bring process mining to the next level, with process intelligence enabling companies to improve process efficiency and realize value. Written by practitioners, it combines the editor’s 10-year experience in this field gained at Celonis and Siemens, with 12 best practice use cases from international companies representing multiple industries and domains. Part I sets the stage describing the evolution from process mining to process intelligence. The chapters guide the reader step by step, from getting started to driving adoption at scale. Success factors critical for digital transformations and a detailed path to value realization are presented. Best practices on operating models and Centers of Excellence (CoEs) are shared as accelerators for successful digital transformations. Part II presents 12 use cases written by transformation- and CoE leaders who have achieved significant impact and value with process intelligence in their respective organization. All use cases have been written independent from any particular software, with a focus on evangelizing the topic and showcasing how companies like ABB, BMW, Bosch, Merck, PepsiCo, Saint Gobin, Siemens, and others leverage the capability to drive value. Part III provides an outlook on the future of process intelligence from an academic and an operational perspective, with a special focus on the disruptive impact of GenAI with future scenarios, challenges and recommendations. The book is written by practitioners for practitioners. Readers may have responsibilities as senior executives, transformation leaders, process managers and experts, consultants, change evangelists, etc. The book provides operational, hands-on tips on how to accelerate process transformation in organizations by detailing best practices as well as possible pitfalls.
Enterprise Design Operations And Computing
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Author : Henderik A. Proper
language : en
Publisher: Springer Nature
Release Date : 2023-10-19
Enterprise Design Operations And Computing written by Henderik A. Proper and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-19 with Business & Economics categories.
This book constitutes the refereed proceedings of the 27th International Conference on Enterprise Design, Operations, and Computing, EDOC 2023, held in Groningen, The Netherlands, during October 30–November 3, 2023. The 12 full papers included in this book were carefully reviewed and selected from 36submissions. They were organized in topical sections as follows: Enterprise Modeling, Enterprise Architecture & Engineering, Model-Based Software Engineering, Enterprise Analysis with Process Mining, Process Improvement & Engineering, and Modeling in an Enterprise Context.
Foundations Of Intelligent Systems
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Author : Annalisa Appice
language : en
Publisher: Springer Nature
Release Date : 2024-06-16
Foundations Of Intelligent Systems written by Annalisa Appice and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-16 with Computers categories.
This book constitutes the proceedings of the 27th International Symposium on Methodologies for Intelligent Systems, ISMIS 2024, held in Poitiers, France, in June 2024. The 18 full papers, 6 short papers and 5 industrial papers presented in this volume were carefully reviewed and selected from 46 submissions. The papers are organized in the following topical sections: Classification and Clustering; Neural Network and Natural Language Processing; AI tools and Models; Neural Network and Data Mining; Explainability in AI; Industry Session; Learning with Complex Data; Recommendation Systems and Prediction.
Business Process Management Blockchain Robotic Process Automation Central And Eastern European Educators And Industry Forum
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Author : Claudio Di Ciccio
language : en
Publisher: Springer Nature
Release Date : 2024-08-31
Business Process Management Blockchain Robotic Process Automation Central And Eastern European Educators And Industry Forum written by Claudio Di Ciccio and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-31 with Computers categories.
This book constitutes the proceedings of the BPM 2024 Blockchain/RPA/CEE/Educators/Industry Forum held at the 22nd International Conference on Business Process Management, BPM 2024, which took place in Krakow, Poland, in September 2024. The Blockchain Forum provided a platform for exploring and discussing innovative ideas on the intersection of BPM and blockchain technology. The CEE Forum deals with BPM research in Central and Eastern European countries, emphasizing the specific challenges due to cultural, political, regional, or organizational differences. The RPA Forum focused on the use of the Robotic Process Automation (RPA) in the field of Business Process Management. The Educators Forum brought together educators within the BPM community for sharing resources to improve the practice of teaching BPM-related topics. The Industry Forum served as a platform connecting academia and industry professionals to exchange real-world experiences and insights on leveraging Business Process Management. The total of 35 papers included in this book was carefully reviewed and selected from a total of 69 papers submitted to these forums.
Advanced Information Systems Engineering Workshops
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Author : Jānis Grabis
language : en
Publisher: Springer Nature
Release Date : 2025-06-13
Advanced Information Systems Engineering Workshops written by Jānis Grabis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-13 with Computers categories.
This book constitutes the thoroughly refereed proceedings of the international workshops associated with the 37th International Conference on Advanced Information Systems Engineering, CAiSE 2025, which was held in Vienna, Austria, during June 16-20, 2025. The total of 24 full papers and 5 short papers included in these proceedings were carefully reviewed and selected from 59 submissions. They stem from the following workshops: - 3rd Workshop on Knowledge Graphs for Semantics-driven Systems Engineering (KG4SDSE) - 3rd International Workshop on Hybrid Artificial Intelligence and Enterprise - Modelling for Intelligent Information Systems (HybridAIMS) - Joint Workshop on Blockchain for Information Systems Engineering (B4ISE) and Workshop on Information Systems and AI for Life Sciences (iSAILS) - 3rd Workshop on Modelling and Implementation of Digital Twins for Complex Systems (MIDas4CS) - Joint Process Mining with Unstructured Data workshop (PMUD) and International Workshop on Multimodal Process Mining (MMPM) - Joint Workshop on Large Language Models in Service-Oriented Architectures Design: Innovations and Applications (LLM-SOA) and Generation of Synthetic Datasets for Information Systems (GENSYN) - 1st Workshop on Compliance in the Era of Artificial Intelligence (CAI).
Cooperative Information Systems
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Author : Marco Comuzzi
language : en
Publisher: Springer Nature
Release Date : 2025-02-13
Cooperative Information Systems written by Marco Comuzzi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-13 with Computers categories.
This book constitutes the refereed proceedings of the 30th International Conference on Cooperative Information Systems, CoopIS 2024, held in Porto, Portugal, during November 19-21, 2024. The 16 full papers, 11 short papers and 2 invited papers were carefully reviewed and selected from 78 submissions. They were organized in topical sections as follows: processes and human-in-the-loop; process analytics and technology; process improvement; knowledge graphs and knowledge engineering; predictive process monitoring; services and cloud; and short papers.