Predicting performances in business processes using deep neural networks

• Defining and visualizing process execution variants from partially ordered event data

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

  21

  citations
• Pattern-based action engine: Generating process management actions using temporal patterns of process-centric problems

  2023 Computers in Industry article Business, Management and Accounting Business Process Modeling and Analysis

  4

  citations
• An Experimental Evaluation of Process Concept Drift Detection

  2023 Proceedings of the VLDB Endowment article Business, Management and Accounting Business Process Modeling and Analysis

  16

  citations
• Performance-preserving event log sampling for predictive monitoring

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

  16

  citations
• Event Log Sampling for Predictive Monitoring

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

  12

  citations
• Text-Aware Predictive Monitoring of Business Processes

  2021 Business Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

  16

  citations
• The impact of biased sampling of event logs on the performance of process discovery

  2021 Computing article Business, Management and Accounting Business Process Modeling and Analysis Open access

  25

  citations

7 results