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Event Log Preprocessing for Process Mining: A Review
16 references·4 citing·30 second hop
Event Log Preprocessing for Process Mining: A Review (2021)Event Log Preprocessing for Process Minin…Event abstraction in process mining: literature review and taxonomy (2020)Event abstraction in process …Fodina: A robust and flexible heuristic process discovery technique (2017)Fodina: A robust and flexible…Process Mining (2016)Process MiningFiltering Out Infrequent Behavior from Business Process Event Logs (2016)Filtering Out Infrequent Beha…Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs (2016)Event log imperfection patter…Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Discovering Block-Structured …Wanna improve process mining results? (2013)Wanna improve process mining …Process Mining in Healthcare: Data Challenges When Answering Frequently Posed Questions (2013)Process Mining in Healthcare:…Active Trace Clustering for Improved Process Discovery (2013)Active Trace Clustering for I…Process Mining (2011)Process MiningFlexible Heuristics Miner (FHM) (2011)Flexible Heuristics Miner (FH…Context Aware Trace Clustering: Towards Improving Process Mining Results (2009)Context Aware Trace Clusterin…Business Process Management Workshops (2008)Business Process Management W…Discovering expressive process models by clustering log traces (2006)Discovering expressive proces…The ProM Framework: A New Era in Process Mining Tool Support (2005)The ProM Framework: A New Era…Anchoring data quality dimensions in ontological foundations (1996)Anchoring data quality dimens…Process mining applications in healthcare: a systematic literature review (2025)Process mining applications i…A review of AI and machine learning contribution in business process management (process enhancement and process improvement approaches) (2024)A review of AI and machine le…What makes life for process mining analysts difficult? A reflection of challenges (2023)What makes life for process m…Robotic process automation using process mining — A systematic literature review (2023)Robotic process automation us…Workflow mining: A survey of issues and approaches (2003)Predicting process behaviour using deep learning (2017)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Split miner: automated discovery of accurate and simple business process models from event logs (2018)Workflow mining: discovering process models from event logs (2004)Business process mining: An industrial application (2006)Trace Clustering in Process Mining (2009)Building a complementary agenda for business process management and digital innovation (2020)Process Mining Manifesto (2012)Scalable process discovery and conformance checking (2016)Treatise on Basic Philosophy (1977)Data quality in context (1997)Methodologies for data quality assessment and improvement (2009)Data quality for data science, predictive analytics, and big data in supply chain management: An introduction to the problem and suggestions for research and applications (2014)Discovering models of software processes from event-based data (1998)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Semantics and analysis of business process models in BPMN (2008)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs (2012)Quality Dimensions in Process Discovery: The Importance of Fitness, Precision, Generalization and Simplicity (2014)A Theory for Record Linkage (1969)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)Workflow Patterns (2003)Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs (2017)Process Mining: A 360 Degree Overview (2022)Modeling Control Objectives for Business Process Compliance (2007)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Replaying history on process models for conformance checking and performance analysis (2012)Outcome-Oriented Predictive Process Monitoring (2019)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
  • 1996Anchoring data quality dimensions in ontological foundations1,477 cited
  • 2005The ProM Framework: A New Era in Process Mining Tool Support929 cited
  • 2008Business Process Management Workshops761 cited
  • 2011Flexible Heuristics Miner (FHM)494 cited
  • 2014Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour458 cited
  • 2006Discovering expressive process models by clustering log traces321 cited
  • 2016Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs261 cited
  • 2009Context Aware Trace Clustering: Towards Improving Process Mining Results252 cited
  • 2013Wanna improve process mining results?192 cited
  • 2013Active Trace Clustering for Improved Process Discovery184 cited
  • 2013Process Mining in Healthcare: Data Challenges When Answering Frequently Posed Questions175 cited
  • 2020Event abstraction in process mining: literature review and taxonomy172 cited
  • 2016Filtering Out Infrequent Behavior from Business Process Event Logs164 cited

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2017
Fodina: A robust and flexible heuristic process discovery technique
141 cited

Cited by

  • 2024A review of AI and machine learning contribution in business process management (process enhancement and process improvement approaches)40 cited
  • 2023What makes life for process mining analysts difficult? A reflection of challenges33 cited
  • 2023Robotic process automation using process mining — A systematic literature review26 cited
  • 2025Process mining applications in healthcare: a systematic literature review21 cited