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A systematic literature review on the application of process mining to Industry 4.0
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A systematic literature review on the application of process mining to Industry 4.0 (2024)A systematic literature review on the app…Process Mining: A 360 Degree Overview (2022)Process Mining: A 360 Degree …Process mining techniques and applications – A systematic mapping study (2019)Process mining techniques and…Outcome-Oriented Predictive Process Monitoring (2019)Outcome-Oriented Predictive P…Extraction, correlation, and abstraction of event data for process mining (2019)Extraction, correlation, and …Predictive Process Monitoring Methods: Which One Suits Me Best? (2018)Predictive Process Monitoring…Predictive Monitoring of Business Processes: A Survey (2017)Predictive Monitoring of Busi…Fodina: A robust and flexible heuristic process discovery technique (2017)Fodina: A robust and flexible…Automated business process management – in times of digital transformation using machine learning or artificial intelligence (2017)Automated business process ma…Process Mining (2016)Process MiningDiscovering Block-Structured Process Models from Incomplete Event Logs (2014)Discovering Block-Structured …Data-aware process mining (2013)Data-aware process miningProcess Mining (2012)Process MiningProcess Mining (2011)Process MiningAbstractions in Process Mining: A Taxonomy of Patterns (2009)Abstractions in Process Minin…Process mining: a two-step approach to balance between underfitting and overfitting (2008)Process mining: a two-step ap…Organizing knowledge syntheses: A taxonomy of literature reviews (1988)Organizing knowledge synthese…Statistical Methods for Meta-Analysis (1988)Meta-Analytic Procedures for Social Research (1991)Meta-Analytic Procedures for Social Research. (1994)Standing on the Shoulders of Giants: Challenges and Recommendations of Literature Search in Information Systems Research (2015)Conducting systematic literature review in operations management (2016)Issues and Challenges for Teaching Successful Online Courses in Higher Education (2017)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Workflow mining: discovering process models from event logs (2004)Conformance checking of processes based on monitoring real behavior (2007)Process Discovery Using Integer Linear Programming (2008)An Overview of Artificial Intelligence Ethics (2022)Big data: The next frontier for innovation, competition, and productivity (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining Manifesto (2012)Aligning Event Logs and Process Models for Multi-perspective Conformance Checking: An Approach Based on Integer Linear Programming (2013)Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs (2017)Online conformance checking: relating event streams to process models using prefix-alignments (2017)Business Process Intelligence (2003)Time prediction based on process mining (2010)Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring (2019)A systematic literature review on state-of-the-art deep learning methods for process prediction (2021)Workflow mining: A survey of issues and approaches (2003)A Survey on Concept Drift in Process Mining (2021)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)Process mining in healthcare – An updated perspective on the state of the art (2022)Procedures for Performing Systematic Reviews (2004)Fundamentals of Business Process Management (2018)The biggest business process management problems to solve before we die (2023)The Principles of Scientific Management. (1912)Foundations of Process Discovery (2022)Process Mining over Multiple Behavioral Dimensions with Event Knowledge Graphs (2022)Quantifying and explaining machine learning uncertainty in predictive process monitoring: an operations research perspective (2024)Big Data: A Survey (2014)Toward Scalable Systems for Big Data Analytics: A Technology Tutorial (2014)Replaying history on process models for conformance checking and performance analysis (2012)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)
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References

  • 2016Process Mining2,166 cited
  • 2011Process Mining1,804 cited
  • 1988Organizing knowledge syntheses: A taxonomy of literature reviews1,014 cited
  • 2012Process Mining487 cited
  • 2008Process mining: a two-step approach to balance between underfitting and overfitting440 cited
  • 2019Outcome-Oriented Predictive Process Monitoring352 cited
  • 2019Process mining techniques and applications – A systematic mapping study335 cited
  • 2017Predictive Monitoring of Business Processes: A Survey279 cited
  • 2013Data-aware process mining185 cited
  • 2022Process Mining: A 360 Degree Overview179 cited
  • 2014Discovering Block-Structured Process Models from Incomplete Event Logs176 cited
  • 2018Predictive Process Monitoring Methods: Which One Suits Me Best?175 cited
  • 2009Abstractions in Process Mining: A Taxonomy of Patterns158 cited
  • 2017Fodina: A robust and flexible heuristic process discovery technique141 cited
  • 2019Extraction, correlation, and abstraction of event data for process mining111 cited
  • 2017Automated business process management – in times of digital transformation using machine learning or artificial intelligence

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