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Weighing the Pros and Cons: Process Discovery with Negative Examples
16 references·0 citing·41 second hop
Weighing the Pros and Cons: Process Discovery with Negative Examples (2021)Weighing the Pros and Cons: Process Disco…Declarative and Hybrid Process Discovery: Recent Advances and Open Challenges (2020)Declarative and Hybrid Proces…An interdisciplinary comparison of sequence modeling methods for next-element prediction (2020)An interdisciplinary comparis…Split miner: automated discovery of accurate and simple business process models from event logs (2018)Split miner: automated discov…Data Science in Action (2016)Data Science in ActionClustering-Based Predictive Process Monitoring (2016)Clustering-Based Predictive P…Generating Event Logs Through the Simulation of Declare Models (2015)Generating Event Logs Through…An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data (2014)An alignment-based framework …Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Discovering Block-Structured …A two-step fast algorithm for the automated discovery of declarative workflows (2013)A two-step fast algorithm for…On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery (2012)On the Role of Fitness, Preci…Efficient Discovery of Understandable Declarative Process Models from Event Logs (2012)Efficient Discovery of Unders…Declarative Event-Based Workflow as Distributed Dynamic Condition Response Graphs (2011)Declarative Event-Based Workf…Robust Process Discovery with Artificial Negative Events (2009)Robust Process Discovery with…Inducing Declarative Logic-Based Models from Labeled Traces (2007)Inducing Declarative Logic-Ba…DECLARE: Full Support for Loosely-Structured Processes (2007)DECLARE: Full Support for Loo…Verification of workflow nets (1997)Verification of workflow netsWorkflow mining: discovering process models from event logs (2004)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Quality Dimensions in Process Discovery: The Importance of Fitness, Precision, Generalization and Simplicity (2014)Scalable process discovery and conformance checking (2016)An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Workflow mining: A survey of issues and approaches (2003)Workflow Patterns (2003)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)A Declarative Approach for Flexible Business Processes Management (2006)Declarative workflows: Balancing between flexibility and support (2009)Declarative Modeling–An Academic Dream or the Future for BPM? (2013)Resolving inconsistencies and redundancies in declarative process models (2016)Recommendations for enhancing the usability and understandability of process mining in healthcare (2020)Conformance checking of processes based on monitoring real behavior (2007)Towards Robust Conformance Checking (2011)Model repair — aligning process models to reality (2014)Fodina: A robust and flexible heuristic process discovery technique (2017)Process Mining (2016)Process Mining: Data Science in Action (2016)Multi-Dimensional Event Data in Graph Databases (2021)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)Process Mining: A 360 Degree Overview (2022)Time prediction based on process mining (2010)Predictive Monitoring of Business Processes (2014)Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes (2015)Predictive Process Monitoring Methods: Which One Suits Me Best? (2018)Time and activity sequence prediction of business process instances (2018)Predictive Process Monitoring (2022)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Process mining in healthcare: A literature review (2016)Monitoring business constraints with the event calculus (2013)Declarative process mining in healthcare (2015)An Eye into the Future: Leveraging A-priori Knowledge in Predictive Business Process Monitoring (2017)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)Process mining in oncology: A literature review (2016)Process mining technology selection with spherical fuzzy AHP and sensitivity analysis (2021)Large Process Models: A Vision for Business Process Management in the Age of Generative AI (2024)
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References

  • 1997Verification of workflow nets802 cited
  • 2013Discovering Block-Structured Process Models from Event Logs - A Constructive Approach648 cited
  • 2007DECLARE: Full Support for Loosely-Structured Processes583 cited
  • 2016Data Science in Action469 cited
  • 2012On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery303 cited
  • 2018Split miner: automated discovery of accurate and simple business process models from event logs230 cited
  • 2011Declarative Event-Based Workflow as Distributed Dynamic Condition Response Graphs206 cited
  • 2016Clustering-Based Predictive Process Monitoring186 cited
  • 2009Robust Process Discovery with Artificial Negative Events169 cited
  • 2012Efficient Discovery of Understandable Declarative Process Models from Event Logs162 cited
  • 2014An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data97 cited
  • 2007Inducing Declarative Logic-Based Models from Labeled Traces66 cited
  • 2020An interdisciplinary comparison of sequence modeling methods for next-element prediction58 cited
  • 2013A two-step fast algorithm for the automated discovery of declarative workflows57 cited
  • 2015

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Generating Event Logs Through the Simulation of Declare Models
51 cited
  • 2020Declarative and Hybrid Process Discovery: Recent Advances and Open Challenges40 cited
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