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Conformance checking over uncertain event data
16 references·5 citing·38 second hop
Conformance checking over uncertain event data (2021)Conformance checking over uncertain event…Stochastic process mining: Earth movers’ stochastic conformance (2021)Stochastic process mining: Ea…Process Mining for Python (PM4Py): Bridging the Gap Between Process- and Data Science (2019)Process Mining for Python (PM…Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data (2019)Object-Centric Process Mining…Improving Process Discovery Results by Filtering Outliers Using Conditional Behavioural Probabilities (2018)Improving Process Discovery R…Conformance Checking (2018)Conformance CheckingProcess Mining: Data Science in Action (2016)Process Mining: Data Science …From Low-Level Events to Activities - A Pattern-Based Approach (2016)From Low-Level Events to Acti…Filtering 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…Conformance Checking Based on Partially Ordered Event Data (2015)Conformance Checking Based on…Aligning observed and modeled behavior (2014)Aligning observed and modeled…Decomposing Petri nets for process mining: A generic approach (2013)Decomposing Petri nets for pr…Process Mining Manifesto (2012)Process Mining ManifestoTowards Robust Conformance Checking (2011)Towards Robust Conformance Ch…Conformance checking of processes based on monitoring real behavior (2007)Conformance checking of proce…Workflow Automation: Overview and Research Issues (2001)Workflow Automation: Overview…Multi-perspective conformance checking of uncertain process traces: An SMT-based approach (2023)Multi-perspective conformance…Responsible Process Mining (2022)Responsible Process MiningQuality-Informed Process Mining: A Case for Standardised Data Quality Annotations (2022)Quality-Informed Process Mini…Partial-order-based process mining: a survey and outlook (2022)Partial-order-based process m…How Can Interactive Process Discovery Address Data Quality Issues in Real Business Settings? Evidence from a Case Study in Healthcare (2022)How Can Interactive Process D…Structure in Fives: Designing Effective Organizations. (1984)The Duality of Technology: Rethinking the Concept of Technology in Organizations (1992)Linking the Balanced Scorecard to Strategy (1996)Formulating the Data-Flow Perspective for Business Process Management (2006)Implementing BPM systems: the role of process orientation (2006)Minding the Gaps: Understanding Technology Interdependence and Coordination in Knowledge Work (2009)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Replaying history on process models for conformance checking and performance analysis (2012)Business Process Management: A Comprehensive Survey (2013)Process mining in healthcare: A literature review (2016)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining (2012)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Workflow Patterns (2003)Big data: The next frontier for innovation, competition, and productivity (2011)Process Cubes: Slicing, Dicing, Rolling Up and Drilling Down Event Data for Process Mining (2013)Single-Entry Single-Exit decomposed conformance checking (2014)Conformance checking based on multi-perspective declarative process models (2016)A Theory for Record Linkage (1969)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)Event Log Preprocessing for Process Mining: A Review (2021)Process Mining: A 360 Degree Overview (2022)Mining Social Networks: Uncovering Interaction Patterns in Business Processes (2004)The ProM Framework: A New Era in Process Mining Tool Support (2005)PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information (2020)Deep Learning for Predictive Business Process Monitoring: Review and Benchmark (2023)Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring (2023)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)A practitioner’s guide to process mining: Limitations of the directly-follows graph (2019)PM4Py: A process mining library for Python (2023)Process mining techniques and applications – A systematic mapping study (2019)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)Process mining for healthcare: Characteristics and challenges (2022)Extracting Event Data from Databases to Unleash Process Mining (2015)Directly Follows-Based Process Mining: Exploration & a Case Study (2019)Event abstraction in process mining: literature review and taxonomy (2020)
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References

  • 2012Process Mining Manifesto1,209 cited
  • 2007Conformance checking of processes based on monitoring real behavior1,119 cited
  • 2016Process Mining: Data Science in Action866 cited
  • 2018Conformance Checking334 cited
  • 2016Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs261 cited
  • 2001Workflow Automation: Overview and Research Issues234 cited
  • 2019Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data227 cited
  • 2014Aligning observed and modeled behavior206 cited
  • 2013Decomposing Petri nets for process mining: A generic approach194 cited
  • 2019Process Mining for Python (PM4Py): Bridging the Gap Between Process- and Data Science165 cited
  • 2016Filtering Out Infrequent Behavior from Business Process Event Logs164 cited
  • 2011Towards Robust Conformance Checking136 cited
  • 2021Stochastic process mining: Earth movers’ stochastic conformance93 cited
  • 2016From Low-Level Events to Activities - A Pattern-Based Approach84 cited
  • 2018Improving Process Discovery Results by Filtering Outliers Using Conditional Behavioural Probabilities72 cited

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  • 2015Conformance Checking Based on Partially Ordered Event Data70 cited
  • Cited by

    • 2022Partial-order-based process mining: a survey and outlook40 cited
    • 2022How Can Interactive Process Discovery Address Data Quality Issues in Real Business Settings? Evidence from a Case Study in Healthcare23 cited
    • 2022Quality-Informed Process Mining: A Case for Standardised Data Quality Annotations20 cited
    • 2022Responsible Process Mining17 cited
    • 2023Multi-perspective conformance checking of uncertain process traces: An SMT-based approach17 cited