A Bridging Model for Process Mining and IoT Y Bertrand, J De Weerdt, E Serral Asensio Process Mining Workshops 433, 98-114, 2022 | 27 | 2022 |
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs J Mangler, J Grüger, L Malburg, M Ehrendorfer, Y Bertrand, JV Benzin, ... Future Internet 15 (3), 109, 2023 | 18 | 2023 |
A Survey on the Application of Process Mining to Smart Spaces Data Y Bertrand, B Van den Abbeele, S Veneruso, F Leotta, M Mecella, ... International Conference on Process Mining, 57-70, 2022 | 11 | 2022 |
Assessing the suitability of traditional event log standards for IoT-enhanced event logs Y Bertrand, J De Weerdt, E Serral International Conference on Business Process Management, 63-75, 2022 | 11 | 2022 |
A survey on the application of process discovery techniques to smart spaces data Y Bertrand, B Van den Abbeele, S Veneruso, F Leotta, M Mecella, ... Engineering Applications of Artificial Intelligence 126, 106748, 2023 | 10 | 2023 |
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data J Grüger, L Malburg, J Mangler, Y Bertrand, S Rinderle-Ma, R Bergmann, ... arXiv preprint arXiv:2206.11392, 2022 | 9 | 2022 |
Defining Data Quality Issues in Process Mining with IoT Data Y Bertrand, R Van Belle, J De Weerdt, E Serral Asensio Lecture Notes in Business Information Processing 468, 422-434, 2023 | 7 | 2023 |
Supporting Users in the continuous evolution of automated routines in their smart spaces E Serral, D Schuster, Y Bertrand International Conference on Business Process Management, 391-402, 2021 | 7 | 2021 |
A model-based simulator for smart homes: Enabling reproducibility and standardization S Veneruso, Y Bertrand, F Leotta, E Serral, M Mecella Journal of Ambient Intelligence and Smart Environments 15 (2), 143-163, 2023 | 4 | 2023 |
NICE: The Native IoT-Centric Event Log Model for Process Mining Y Bertrand, S Veneruso, F Leotta, M Mecella, E Serral International Conference on Process Mining, 32-44, 2023 | 3 | 2023 |
A Novel Multi-perspective Trace Clustering Technique for IoT-Enhanced Processes: A Case Study in Smart Manufacturing Y Bertrand, J De Weerdt, E Serral International Conference on Business Process Management, 395-412, 2023 | 3 | 2023 |
Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing A Schultheis, L Malburg, J Grüger, J Weich, Y Bertrand, R Bergmann, ... International Conference on Case-Based Reasoning, 240-257, 2024 | 1 | 2024 |
From Internet of Things Data to Business Processes: Challenges and a Framework J Mangler, R Seiger, JV Benzin, J Grüger, Y Kirikkayis, F Gallik, L Malburg, ... arXiv preprint arXiv:2405.08528, 2024 | | 2024 |
An Expert-Validated Bridging Model for IoT Process Mining Y Bertrand, J De Weerdt, E Serral Business & Information Systems Engineering, 1-20, 2024 | | 2024 |
Analysing the Foraging Behaviour of Bees Using Process Mining: A Case Study Z Ahmadi, Y Bertrand, MI Pozo Romero, E Serral International Conference on Process Mining, 5-18, 2023 | | 2023 |
Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments. M Ehrendorfer, Y Bertrand, L Malburg, J Mangler, J Grüger, ... BPM (Demos/Resources Forum), 92-96, 2023 | | 2023 |
IoT-enhanced predictive process monitoring Y Bertrand, BR Gunnarsson, J De Weerdt, E Serral Welcome to ORBEL 37, 151, 2023 | | 2023 |