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Beyond Process Mining: From the Past to Present and Future
13 references·16 citing·32 second hop
Beyond Process Mining: From the Past to Present and Future (2010)Beyond Process Mining: From the Past to P…Workflow simulation for operational decision support (2009)Workflow simulation for opera…Discovering Process Models from Unlabelled Event Logs (2009)Discovering Process Models fr…Supporting Flexible Processes through Recommendations Based on History (2008)Supporting Flexible Processes…Process mining: a two-step approach to balance between underfitting and overfitting (2008)Process mining: a two-step ap…Discovering simulation models (2008)Discovering simulation modelsCycle Time Prediction: When Will This Case Finally Be Finished? (2008)Cycle Time Prediction: When W…ProM 4.0: Comprehensive Support for Real Process Analysis (2007)ProM 4.0: Comprehensive Suppo…Conformance checking of processes based on monitoring real behavior (2007)Conformance checking of proce…Business process mining: An industrial application (2006)Business process mining: An i…Workflow mining: discovering process models from event logs (2004)Workflow mining: discovering …CBRFlow: Enabling Adaptive Workflow Management Through Conversational Case-Based Reasoning (2004)CBRFlow: Enabling Adaptive Wo…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…Process Science in Action: A Literature Review on Process Mining in Business Management (2021)Process Science in Action: A …Design and Evaluation of a Process-aware Recommender System based on Prescriptive Analytics (2020)Design and Evaluation of a Pr…Unbiased, Fine-Grained Description of Processes Performance from Event Data (2018)Unbiased, Fine-Grained Descri…Visual ppinot: A Graphical Notation for Process Performance Indicators (2017)Visual ppinot: A Graphical No…A Multi-stage Deep Learning Approach for Business Process Event Prediction (2017)A Multi-stage Deep Learning A…Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring (2016)Complex Symbolic Sequence Clu…Process time patterns: A formal foundation (2015)Process time patterns: A form…Process Mining to Forecast the Future of Running Cases (2014)Process Mining to Forecast th…Process Mining in the Large: A Tutorial (2014)Process Mining in the Large: …Prescriptive Analytics for Recommendation-Based Business Process Optimization (2014)Prescriptive Analytics for Re…Discrete Modeling and Simulation of Business Processes Using Event Logs (2014)Discrete Modeling and Simulat…Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining (2014)Completion Time and Next Acti…Improving business process decision making based on past experience (2013)Improving business process de…Time patterns for process-aware information systems (2012)Time patterns for process-awa…An Operational Decision Support Framework for Monitoring Business Constraints (2012)An Operational Decision Suppo…Business Process Simulation Revisited (2010)Business Process Simulation R…An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Business Process Intelligence (2003)Process mining: a research agenda (2003)Simulation Modeling and Analysis. (1983)Process innovation: reengineering work through information technology (1993)Reengineering the Corporation (1993)Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization (2012)Automated discovery of business process simulation models from event logs (2020)Workflow mining: A survey of issues and approaches (2003)Replaying history on process models for conformance checking and performance analysis (2012)Process mining in healthcare: A literature review (2016)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)The ProM Framework: A New Era in Process Mining Tool Support (2005)Process mining techniques: an application to stroke care. (2008)Process Diagnostics: A Method Based on Process Mining (2009)Adeptflex—Supporting Dynamic Changes of Workflows Without Losing Control (1998)Beyond rigidity – dynamic process lifecycle support (2009)A recommendation system for predicting risks across multiple business process instances (2014)Simulation with Arena (1998)YAWL: yet another workflow language (2004)Business Process Management : Concepts, Languages, Architectures (2007)Mining process models with prime invisible tasks (2010)Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays (2013)Prediction of business process durations using non-Markovian stochastic Petri nets (2015)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Business Process Management: A Comprehensive Survey (2013)Process Discovery Using Integer Linear Programming (2008)Outcome-Oriented Predictive Process Monitoring (2019)An Overview of Artificial Intelligence Ethics (2022)Declarative workflows: Balancing between flexibility and support (2009)Similarity of business process models: Metrics and evaluation (2010)Time prediction based on process mining (2010)
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References

  • 2004Workflow mining: discovering process models from event logs2,206 cited
  • 2007Conformance checking of processes based on monitoring real behavior1,119 cited
  • 1998Discovering models of software processes from event-based data870 cited
  • 1998Mining process models from workflow logs799 cited
  • 2006Business process mining: An industrial application783 cited
  • 2008Process mining: a two-step approach to balance between underfitting and overfitting440 cited
  • 2008Discovering simulation models295 cited
  • 2008Supporting Flexible Processes through Recommendations Based on History192 cited
  • 2007ProM 4.0: Comprehensive Support for Real Process Analysis183 cited
  • 2009Workflow simulation for operational decision support158 cited
  • 2004CBRFlow: Enabling Adaptive Workflow Management Through Conversational Case-Based Reasoning134 cited
  • 2008Cycle Time Prediction: When Will This Case Finally Be Finished?132 cited
  • 2009Discovering Process Models from Unlabelled Event Logs126 cited

Cited by

  • 2013Improving business process decision making based on past experience120 cited
  • 2012Time patterns for process-aware information systems

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105 cited
  • 2021Process Science in Action: A Literature Review on Process Mining in Business Management95 cited
  • 2010Business Process Simulation Revisited87 cited
  • 2014Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining80 cited
  • 2014Prescriptive Analytics for Recommendation-Based Business Process Optimization76 cited
  • 2014Process Mining in the Large: A Tutorial67 cited
  • 2017A Multi-stage Deep Learning Approach for Business Process Event Prediction63 cited
  • 2015Process time patterns: A formal foundation51 cited
  • 2012An Operational Decision Support Framework for Monitoring Business Constraints50 cited
  • 2016Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring49 cited
  • 2018Unbiased, Fine-Grained Description of Processes Performance from Event Data48 cited
  • 2017Visual ppinot: A Graphical Notation for Process Performance Indicators43 cited
  • 2020Design and Evaluation of a Process-aware Recommender System based on Prescriptive Analytics38 cited
  • 2014Process Mining to Forecast the Future of Running Cases33 cited
  • 2014Discrete Modeling and Simulation of Business Processes Using Event Logs31 cited