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Probabilistic Declarative Process Mining
12 references·6 citing·29 second hop
Probabilistic Declarative Process Mining (2010)Probabilistic Declarative Process MiningExploiting Inductive Logic Programming Techniques for Declarative Process Mining (2009)Exploiting Inductive Logic Pr…Business Process Management Workshops (2008)Business Process Management W…Applying Inductive Logic Programming to Process Mining (2008)Applying Inductive Logic Prog…Inducing Declarative Logic-Based Models from Labeled Traces (2007)Inducing Declarative Logic-Ba…Discovering expressive process models by clustering log traces (2006)Discovering expressive proces…A Declarative Approach for Flexible Business Processes Management (2006)A Declarative Approach for Fl…Probabilistic workflow mining (2005)Probabilistic workflow miningWorkflow mining: discovering process models from event logs (2004)Workflow mining: discovering …Workflow mining: A survey of issues and approaches (2003)Workflow mining: A survey of …Mining process models from workflow logs (1998)Mining process models from wo…Advances in Database Technology — EDBT'98 (1998)Advances in Database Technolo…An overview of workflow management: From process modeling to workflow automation infrastructure (1995)An overview of workflow manag…On the relevance of a business constraint to an event log (2018)On the relevance of a busines…Interactive Data-Driven Process Model Construction (2018)Interactive Data-Driven Proce…Do activity lifecycles affect the validity of a business rule in a business process? (2016)Do activity lifecycles affect…Ensuring Model Consistency in Declarative Process Discovery (2015)Ensuring Model Consistency in…A Logic Framework for Incremental Learning of Process Models (2013)A Logic Framework for Increme…MailOfMine – Analyzing Mail Messages for Mining Artful Collaborative Processes (2012)MailOfMine – Analyzing Mail M…Discovering models of software processes from event-based data (1998)Business Process Intelligence (2003)Process mining: a research agenda (2003)Business process mining: An industrial application (2006)The ProM Framework: A New Era in Process Mining Tool Support (2005)Discovering Data-Aware Declarative Process Models from Event Logs (2013)Online Discovery of Declarative Process Models from Event Streams (2015)Resolving inconsistencies and redundancies in declarative process models (2016)Adeptflex—Supporting Dynamic Changes of Workflows Without Losing Control (1998)Modeling Control Objectives for Business Process Compliance (2007)Process Flexibility: A Survey of Contemporary Approaches (2008)Predictive Monitoring of Business Processes (2014)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Conformance checking of processes based on monitoring real behavior (2007)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Business Process Management: A Survey (2003)Workflow Patterns (2003)Business Process Management: A Comprehensive Survey (2013)Context Aware Trace Clustering: Towards Improving Process Mining Results (2009)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)Efficient discovery of Target-Branched Declare constraints (2015)Declarative Process Specifications: Reasoning, Discovery, Monitoring (2022)Machine learning in business process management: A systematic literature review (2024)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Approaching Process Mining with Sequence Clustering: Experiments and Findings (2007)Process Mining Framework for Software Processes (2007)Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays (2013)
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References

  • 2004Workflow mining: discovering process models from event logs2,206 cited
  • 1995An overview of workflow management: From process modeling to workflow automation infrastructure1,530 cited
  • 2003Workflow mining: A survey of issues and approaches1,052 cited
  • 1998Mining process models from workflow logs799 cited
  • 2008Business Process Management Workshops761 cited
  • 2006A Declarative Approach for Flexible Business Processes Management501 cited
  • 2006Discovering expressive process models by clustering log traces321 cited
  • 1998Advances in Database Technology — EDBT'98161 cited
  • 2009Exploiting Inductive Logic Programming Techniques for Declarative Process Mining93 cited
  • 2007Inducing Declarative Logic-Based Models from Labeled Traces66 cited
  • 2008Applying Inductive Logic Programming to Process Mining65 cited
  • 2005Probabilistic workflow mining55 cited

Cited by

  • 2012MailOfMine – Analyzing Mail Messages for Mining Artful Collaborative Processes34 cited
  • 2018Interactive Data-Driven Process Model Construction32 cited
  • 2016Do activity lifecycles affect the validity of a business rule in a business process?

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27 cited
  • 2013A Logic Framework for Incremental Learning of Process Models25 cited
  • 2018On the relevance of a business constraint to an event log25 cited
  • 2015Ensuring Model Consistency in Declarative Process Discovery23 cited