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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.
Data mining --- Electronic data processing --- Process Mining --- Process Discovery --- Process Analytics --- Process Querying --- Conformance Checking --- Predictive Process Monitoring --- Data Science --- Event Data --- Streaming Analytics --- Machine Learning --- Decision Support Systems --- Business Process Management --- Information Systems --- Petri Nets --- Open Access --- Data mining. --- Information technology --- Data Mining and Knowledge Discovery. --- Business Process Management. --- Computer Application in Administrative Data Processing. --- Management. --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching
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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. The 17 chapters presented in this volume were organized in 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.
Business mathematics & systems --- Information technology: general issues --- Data mining --- business process management --- process mining --- process discovery --- conformance checking --- knowledge graphs --- data science --- data mining --- stream data management --- RPA - Robotic Process Automation --- Information technology --- Application software. --- Data mining. --- Business Process Management. --- Computer and Information Systems Applications. --- Data Mining and Knowledge Discovery. --- Computer Application in Administrative Data Processing. --- Management. --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software
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