Bertrand, Yannis

DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs

Mangler, J., Grüger, J., Malburg, L., Ehrendorfer, M., Bertrand, Y., Benzin, J.-V., Rinderle-Ma, S., Serral Asensio, E., & Bergmann, R. (2023) · Future Internet

Business Process Modeling and AnalysisDigital Transformation in Industry

Cited by 33

Defining Data Quality Issues in Process Mining with IoT Data

Bertrand, Y., Van Belle, R., De Weerdt, J., & Serral, E. (2023) · Lecture Notes in Business Information Processing

Business Process Modeling and AnalysisDigital Transformation in Industry

Cited by 13

Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing

Schultheis, A., Malburg, L., Grüger, J., Weich, J., Bertrand, Y., Bergmann, R., & Serral Asensio, E. (2024) · Lecture Notes in Computer Science

Time Series Analysis and ForecastingFault Detection and Control Systems

Cited by 9

Challenges in Data Quality Management for IoT-Enhanced Event Logs

Bertrand, Y., Schultheis, A., Malburg, L., Grüger, J., Asensio, E. S., & Bergmann, R. (2025) · Lecture Notes in Business Information Processing

Data Quality and ManagementBusiness Process Modeling and Analysis

Cited by 4

Case-Based Data Quality Management for IoT Logs: A Case Study Focusing on Detection of Data Quality Issues

Schultheis, A., Bertrand, Y., Grüger, J., Malburg, L., Bergmann, R., & Serral Asensio, E. (2025) · IoT

Fault Detection and Control SystemsData Quality and Management

Cited by 2