Process mining: a two-step approach to balance between underfitting and overfitting

• Using translucent activity relationships frequencies to enhance process discovery

  2025 Process Science article Business, Management and Accounting Business Process Modeling and Analysis Open access

  3

  citations
• Learning Generalized Stochastic Petri Nets From Event Data

  2024 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  4

  citations
• Analyzing Data Streams from Cyber-Physical-Systems: A Case Study

  2024 SN Computer Science article Business, Management and Accounting Business Process Modeling and Analysis Open access

  8

  citations
• Improving Process Discovery Using Translucent Activity Relationships

  2024 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  4

  citations
• Enhancing the Applicability of the eST-Miner: Efficient Precision-Guided Implicit Place Avoidance

  2023 International Conference on Process Mining (ICPM) conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  1

  citations
• Significant stochastic dependencies in process models

  2023 Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

  16

  citations
• Discovering hybrid process models with bounds on time and complexity

  2023 Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

  5

  citations
• Context-Based Activity Label-Splitting

  2023 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  4

  citations
• PROMISE: Coupling predictive process mining to process discovery

  2022 Information Sciences article Business, Management and Accounting Business Process Modeling and Analysis Open access

  15

  citations
• Foundations of Process Discovery

  2022 Lecture notes in business information processing book-chapter Business, Management and Accounting Business Process Modeling and Analysis Open access

  53

  citations
• Uncertain Case Identifiers in Process Mining: A User Study of the Event-Case Correlation Problem on Click Data

  2022 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  7

  citations
• Discovering Directly-Follows Complete Petri Nets from Event Data

  2022 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  3

  citations
• Multi-Dimensional Event Data in Graph Databases

  2021 Journal on Data Semantics article Business, Management and Accounting Business Process Modeling and Analysis Open access cited by 2 patents

  103

  citations
• Biases in Data Science Lifecycle

  2020 arXiv (Cornell University) preprint Social Sciences Ethics and Social Impacts of AI Open access

  8

  citations
• An interdisciplinary comparison of sequence modeling methods for next-element prediction

  2020 Software & Systems Modeling article Business, Management and Accounting Business Process Modeling and Analysis Open access

  57

  citations

15 results