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Aligning Data-Aware Declarative Process Models and Event Logs
11 references·5 citing·38 second hop
Aligning Data-Aware Declarative Process Models and Event Logs (2021)Aligning Data-Aware Declarative Process M…Automated Planning for Business Process Management (2018)Automated Planning for Busine…On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment (2017)On the Disruptive Effectivene…IEEE 1849: The XES Standard: The Second IEEE Standard Sponsored by IEEE Computational Intelligence Society [Society Briefs] (2017)IEEE 1849: The XES Standard: …Efficient and Customisable Declarative Process Mining with SQL (2016)Efficient and Customisable De…Conformance checking based on multi-perspective declarative process models (2016)Conformance checking based on…Balanced multi-perspective checking of process conformance (2015)Balanced multi-perspective ch…Conformance checking and diagnosis for declarative business process models in data-aware scenarios (2014)Conformance checking and diag…Aligning Event Logs and Declarative Process Models for Conformance Checking (2012)Aligning Event Logs and Decla…Conformance Checking Using Cost-Based Fitness Analysis (2011)Conformance Checking Using Co…DECLARE: Full Support for Loosely-Structured Processes (2007)DECLARE: Full Support for Loo…Conformance checking of processes based on monitoring real behavior (2007)Conformance checking of proce…Achieving framed autonomy in AI-augmented business process management systems through automated planning (2025)Achieving framed autonomy in …Detecting Anomalous Events in Object-Centric Business Processes via Graph Neural Networks (2024)Detecting Anomalous Events in…Process Mining Meets Visual Analytics: The Case of Conformance Checking (2023)Process Mining Meets Visual A…Process mining meets model learning: Discovering deterministic finite state automata from event logs for business process analysis (2023)Process mining meets model le…Data-aware conformance checking with SMT (2023)Data-aware conformance checki…Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Business Process Model and Notation—BPMN (2014)Declarative process mining in healthcare (2015)Conformance checking (2019)Large Language Models Can Accomplish Business Process Management Tasks (2024)Process Mining (2011)Process Mining Manifesto (2012)Enhancing Declarative Process Models with DMN Decision Logic (2015)Business process flexibility - a systematic literature review with a software systems perspective (2016)Discovering anomalous frequent patterns from partially ordered event logs (2018)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Replaying history on process models for conformance checking and performance analysis (2012)Business Process Management: A Comprehensive Survey (2013)Process mining in healthcare: A literature review (2016)An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Workflow Patterns (2003)Time prediction based on process mining (2010)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Declarative workflows: Balancing between flexibility and support (2009)Parallel algorithms for the automated discovery of declarative process models (2017)Towards Event Log Querying for Data Quality (2018)Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study (2024)The Principles of Scientific Management. (1912)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Principles of Scientific Management, The (2015)Process modeling for smart factories: using science mapping to understand the strategic themes, main challenges and future trends (2021)Applying MAPE-K control loops for adaptive workflow management in smart factories (2023)Resource allocation in business process executions—A systematic literature study (2025)On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery (2012)Scalable process discovery and conformance checking (2016)Split miner: automated discovery of accurate and simple business process models from event logs (2018)Extraction, correlation, and abstraction of event data for process mining (2019)Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction (2020)An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data (2014)Performance Analysis of Emergency Room Episodes Through Process Mining (2019)Extracting Semantic Process Information from the Natural Language in Event Logs (2021)Partial-order-based process mining: a survey and outlook (2022)
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References

  • 2007Conformance checking of processes based on monitoring real behavior1,119 cited
  • 2007DECLARE: Full Support for Loosely-Structured Processes583 cited
  • 2011Conformance Checking Using Cost-Based Fitness Analysis393 cited
  • 2015Balanced multi-perspective checking of process conformance222 cited
  • 2016Conformance checking based on multi-perspective declarative process models180 cited
  • 2012Aligning Event Logs and Declarative Process Models for Conformance Checking98 cited
  • 2018Automated Planning for Business Process Management71 cited
  • 2014Conformance checking and diagnosis for declarative business process models in data-aware scenarios64 cited
  • 2017IEEE 1849: The XES Standard: The Second IEEE Standard Sponsored by IEEE Computational Intelligence Society [Society Briefs]63 cited
  • 2016Efficient and Customisable Declarative Process Mining with SQL62 cited
  • 2017On the Disruptive Effectiveness of Automated Planning for LTLf-Based Trace Alignment31 cited

Cited by

  • 2023Process mining meets model learning: Discovering deterministic finite state automata from event logs for business process analysis20 cited
  • 2024Detecting Anomalous Events in Object-Centric Business Processes via Graph Neural Networks20 cited
  • 2023Data-aware conformance checking with SMT

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18 cited
  • 2025Achieving framed autonomy in AI-augmented business process management systems through automated planning14 cited
  • 2023Process Mining Meets Visual Analytics: The Case of Conformance Checking14 cited