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Improved Artificial Negative Event Generation to Enhance Process Event Logs
16 references·0 citing·31 second hop
Improved Artificial Negative Event Generation to Enhance Process Event Logs (2012)Improved Artificial Negative Event Genera…User-guided discovery of declarative process models (2011)User-guided discovery of decl…A robust F-measure for evaluating discovered process models (2011)A robust F-measure for evalua…Robust Process Discovery with Artificial Negative Events (2009)Robust Process Discovery with…ProM : the process mining toolkit (2009)ProM : the process mining too…Exploiting Inductive Logic Programming Techniques for Declarative Process Mining (2009)Exploiting Inductive Logic Pr…Mining process models with non-free-choice constructs (2007)Mining process models with no…Genetic process mining: an experimental evaluation (2007)Genetic process mining: an ex…Process mining with the HeuristicsMiner algorithm (2006)Process mining with the Heuri…Business process mining: An industrial application (2006)Business process mining: An i…A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs (2006)A Rule-Based Approach for Pro…Workflow mining: discovering process models from event logs (2004)Workflow mining: discovering …Process mining : extending the alpha-algorithm to mine short loops (2004)Process mining : extending th…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…Automating the Discovery of AS-IS Business Process Models: Probabilistic and Algorithmic Approaches (1998)Automating the Discovery of A…Advances in Database Technology — EDBT'98 (1998)Advances in Database Technolo…Workflow mining: A survey of issues and approaches (2003)The ProM Framework: A New Era in Process Mining Tool Support (2005)Process Mining: Overview and Outlook of Petri Net Discovery Algorithms (2009)Active Trace Clustering for Improved Process Discovery (2013)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Business Process Intelligence (2003)Process mining: a research agenda (2003)Conformance checking of processes based on monitoring real behavior (2007)A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs (2012)Time and activity sequence prediction of business process instances (2018)A Survey on Concept Drift in Process Mining (2021)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)YAWL: yet another workflow language (2004)Context Aware Trace Clustering: Towards Improving Process Mining Results (2009)On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery (2012)Scalable process discovery and conformance checking (2016)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Efficient Discovery of Understandable Declarative Process Models from Event Logs (2012)Monitoring business constraints with the event calculus (2013)Declarative process mining in healthcare (2015)Business Process Management: A Comprehensive Survey (2013)Process mining: a two-step approach to balance between underfitting and overfitting (2008)Process Mining (2012)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Towards Robust Conformance Checking (2011)Model repair — aligning process models to reality (2014)Fodina: A robust and flexible heuristic process discovery technique (2017)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
  • 1998Discovering models of software processes from event-based data870 cited
  • 1998Mining process models from workflow logs799 cited
  • 2006Business process mining: An industrial application783 cited
  • 2007Genetic process mining: an experimental evaluation490 cited
  • 2006Process mining with the HeuristicsMiner algorithm484 cited
  • 2007Mining process models with non-free-choice constructs313 cited
  • 2009ProM : the process mining toolkit283 cited
  • 2011User-guided discovery of declarative process models169 cited
  • 2009Robust Process Discovery with Artificial Negative Events169 cited
  • 1998Advances in Database Technology — EDBT'98161 cited
  • 2004Process mining : extending the alpha-algorithm to mine short loops146 cited
  • 2011A robust F-measure for evaluating discovered process models119 cited
  • 1998Automating the Discovery of AS-IS Business Process Models: Probabilistic and Algorithmic Approaches118 cited
  • 2006A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs95 cited

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2009
Exploiting Inductive Logic Programming Techniques for Declarative Process Mining
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