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Graph-based feature extraction on object-centric event logs
16 references·0 citing·47 second hop
Graph-based feature extraction on object-centric event logs (2023)Graph-based feature extraction on object-…Object-centric process predictive analytics (2022)Object-centric process predic…A Framework for Extracting and Encoding Features from Object-Centric Event Data (2022)A Framework for Extracting an…OCEL: A Standard for Object-Centric Event Logs (2021)OCEL: A Standard for Object-C…Multi-Dimensional Event Data in Graph Databases (2021)Multi-Dimensional Event Data …Extracting Process Features from Event Logs to Learn Coarse-Grained Simulation Models (2021)Extracting Process Features f…Evaluating Trace Encoding Methods in Process Mining (2021)Evaluating Trace Encoding Met…Case Level Counterfactual Reasoning in Process Mining (2021)Case Level Counterfactual Rea…A Survey on Concept Drift in Process Mining (2021)A Survey on Concept Drift in …Root Cause Analysis in Process Mining Using Structural Equation Models (2020)Root Cause Analysis in Proces…Extracting Multiple Viewpoint Models from Relational Databases (2020)Extracting Multiple Viewpoint…An interdisciplinary comparison of sequence modeling methods for next-element prediction (2020)An interdisciplinary comparis…Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data (2019)Object-Centric Process Mining…Discovering instance and process spanning constraints from process execution logs (2019)Discovering instance and proc…Predictive Business Process Monitoring with LSTM Neural Networks (2017)Predictive Business Process M…A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs (2015)A general process mining fram…Anomaly Detection Using Process Mining (2009)Anomaly Detection Using Proce…Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Conformance checking of processes based on monitoring real behavior (2007)BINet: Multi-perspective business process anomaly classification (2019)Event Log Preprocessing for Process Mining: A Review (2021)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)The ProM Framework: A New Era in Process Mining Tool Support (2005)Replaying history on process models for conformance checking and performance analysis (2012)Process Mining (2016)Predictive Process Mining Meets Computer Vision (2020)Supporting Automatic System Dynamics Model Generation for Simulation in the Context of Process Mining (2020)Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring (2023)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Workflow Patterns (2003)A practitioner’s guide to process mining: Limitations of the directly-follows graph (2019)Process Mining: A 360 Degree Overview (2022)PM4Py: A process mining library for Python (2023)Business artifacts: An approach to operational specification (2003)Towards Formal Analysis of Artifact-Centric Business Process Models (2007)Business Artifacts: A Data-centric Approach to Modeling Business Operations and Processes (2009)An Event Data Extraction Approach from SAP ERP for Process Mining (2022)Preserving complex object-centric graph structures to improve machine learning tasks in process mining (2023)Discovering Social Networks from Event Logs (2005)Process mining: a two-step approach to balance between underfitting and overfitting (2008)Process Mining: Data Science in Action (2016)OC-PM: analyzing object-centric event logs and process models (2022)Object-Centric Process Mining: Unraveling the Fabric of Real Processes (2023)Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study (2024)Some recent development in a concept of causality (1988)Discovering Causal Factors Explaining Business Process Performance Variation (2017)Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning (2023)Prescriptive process monitoring based on causal effect estimation (2023)What makes life for process mining analysts difficult? A reflection of challenges (2023)XES, XESame, and ProM 6 (2011)Precision and Fitness in Object-Centric Process Mining (2021)Explainable concept drift in process mining (2023)Optimal Detection of Changepoints With a Linear Computational Cost (2012)Selective review of offline change point detection methods (2019)Robotic process automation using process mining — A systematic literature review (2023)A review of AI and machine learning contribution in business process management (process enhancement and process improvement approaches) (2024)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Fundamentals of Business Process Management (2013)Intra and Inter-case Features in Predictive Process Monitoring: A Tale of Two Dimensions (2017)Predictive Process Monitoring (2022)Learning Accurate LSTM Models of Business Processes (2019)Outcome-Oriented Predictive Process Monitoring (2019)Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring (2019)
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References

  • 2017Predictive Business Process Monitoring with LSTM Neural Networks554 cited
  • 2015A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs251 cited
  • 2019Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data227 cited
  • 2021A Survey on Concept Drift in Process Mining122 cited
  • 2021OCEL: A Standard for Object-Centric Event Logs109 cited
  • 2009Anomaly Detection Using Process Mining106 cited
  • 2021Multi-Dimensional Event Data in Graph Databases103 cited
  • 2020An interdisciplinary comparison of sequence modeling methods for next-element prediction58 cited
  • 2020Root Cause Analysis in Process Mining Using Structural Equation Models39 cited
  • 2020Extracting Multiple Viewpoint Models from Relational Databases36 cited
  • 2021Evaluating Trace Encoding Methods in Process Mining33 cited
  • 2022Object-centric process predictive analytics33 cited
  • 2022A Framework for Extracting and Encoding Features from Object-Centric Event Data29 cited
  • 2019Discovering instance and process spanning constraints from process execution logs25 cited
  • 2021Extracting Process Features from Event Logs to Learn Coarse-Grained Simulation Models

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23 cited
  • 2021Case Level Counterfactual Reasoning in Process Mining21 cited
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