Learning Joint Event Attribute Distributions for Realistic Event Log Generation

This publication has 14 references indexed in Scilit:

• Improving organizational processes in healthcare through simulation-driven resource allocation: Methodology and real-world case study
  Artificial Intelligence in Medicine, 2026
• Leveraging Data Augmentation and Siamese Learning for Predictive Process Monitoring
  2026
• Generating multiperspective process traces using conditional variational autoencoders
  Process Science, 2025
• SIMOD: Automated discovery of business process simulation models
  SoftwareX, 2025
• Runtime integration of machine learning and simulation for business processes: Time and decision mining predictions
  Information Systems, 2024
• Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models
  2023
• Foundations of Process Event Data
  2022
• Predicting process behaviour using deep learning
  Decision Support Systems, 2017
• Workflow mining: discovering process models from event logs
  IEEE Transactions on Knowledge and Data Engineering, 2004
• Isometric Logratio Transformations for Compositional Data Analysis
  Mathematical Geology, 2003