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A machine learning approach to understand business processes
16 references·1 citing·28 second hop
A machine learning approach to understand business processes (2003)A machine learning approach to understand…Workflow 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 …Discovering Workflow Performance Models from Timed Logs (2002)Discovering Workflow Performa…Process mining: discovering workflow models from event-based data (2001)Process mining: discovering w…Improving Business Process Quality through Exception Understanding, Prediction, and Prevention (2001)Improving Business Process Qu…Diagnosing Workflow Processes using Woflan (2001)Diagnosing Workflow Processes…Workflow management : models, methods and systems (2000)Workflow management : models,…A Machine Learning Approach to Workflow Management (2000)A Machine Learning Approach t…Software process validation (1999)Software process validationTHE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)THE APPLICATION OF PETRI NETS…Mining process models from workflow logs (1998)Mining process models from wo…Discovering models of software processes from event-based data (1998)Discovering models of softwar…Verification of workflow nets (1997)Verification of workflow netsProduction control: A structural and design oriented approach (1991)Production control: A structu…Doing Research in Organizations (1988)Doing Research in Organizatio…Marketing Theory: Conceptual Foundations of Research in Marketing (1977)Marketing Theory: Conceptual …Towards Confirmatory Process Discovery: Making Assertions About the Underlying System (2018)Towards Confirmatory Process …An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Business Process Intelligence (2003)Process mining: a research agenda (2003)Business process mining: An industrial application (2006)Dynamic change within workflow systems (1995)Decomposing Petri nets for process mining: A generic approach (2013)Quality Dimensions in Process Discovery: The Importance of Fitness, Precision, Generalization and Simplicity (2014)Balanced multi-perspective checking of process conformance (2015)Adeptflex—Supporting Dynamic Changes of Workflows Without Losing Control (1998)Business Process Management Demystified: A Tutorial on Models, Systems and Standards for Workflow Management (2004)Faster and More Focused Control-Flow Analysis for Business Process Models Through SESE Decomposition (2007)The P2P Approach to Interorganizational Workflows (2013)Business Process Management: A Survey (2003)Workflow Patterns (2003)New concepts for production planning and control (1993)A Typology of Production Control Situations in Process Industries (1994)Is production and operations management a discipline? A citation/co‐citation study (1999)The ProM Framework: A New Era in Process Mining Tool Support (2005)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Business Process Management: A Comprehensive Survey (2013)Conformance checking of processes based on monitoring real behavior (2007)YAWL: yet another workflow language (2004)Formalization and verification of event-driven process chains (1999)Analyzing process models using graph reduction techniques (2000)Inheritance of workflows: an approach to tackling problems related to change (2002)Realizing adaptive process-aware information systems with ADEPT2 (2008)Managing variability in process-aware information systems (2009)ProM : the process mining toolkit (2009)
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References

  • 1998THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT2,706 cited
  • 2004Workflow mining: discovering process models from event logs2,206 cited
  • 2003Workflow mining: A survey of issues and approaches1,052 cited
  • 1998Discovering models of software processes from event-based data870 cited
  • 1997Verification of workflow nets802 cited
  • 1998Mining process models from workflow logs799 cited
  • 2001Diagnosing Workflow Processes using Woflan317 cited
  • 2000Workflow management : models, methods and systems311 cited
  • 1999Software process validation255 cited
  • 1991Production control: A structural and design oriented approach252 cited
  • 1988Doing Research in Organizations236 cited
  • 2000A Machine Learning Approach to Workflow Management190 cited
  • 2001Improving Business Process Quality through Exception Understanding, Prediction, and Prevention165 cited
  • 2002Discovering Workflow Performance Models from Timed Logs158 cited
  • 1977Marketing Theory: Conceptual Foundations of Research in Marketing142 cited
  • 2001Process mining: discovering workflow models from event-based data

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139 cited

Cited by

  • 2018Towards Confirmatory Process Discovery: Making Assertions About the Underlying System19 cited