Natural language-based detection of semantic execution anomalies in event logs H van der Aa, A Rebmann, H Leopold Information Systems 102, 101824, 2021 | 40 | 2021 |
Extracting semantic process information from the natural language in event logs A Rebmann, H van der Aa International Conference on Advanced Information Systems Engineering, 57-74, 2021 | 28 | 2021 |
Uncovering object-centric data in classical event logs for the automated transformation from XES to OCEL A Rebmann, JR Rehse, H van der Aa International Conference on Business Process Management, 379-396, 2022 | 27 | 2022 |
Enabling the discovery of manual processes using a multi-modal activity recognition approach A Rebmann, A Emrich, P Fettke Business Process Management Workshops: BPM 2019 International Workshops …, 2019 | 22 | 2019 |
A multi-sensor approach for digital twins of manual assembly and commissioning A Rebmann, S Knoch, A Emrich, P Fettke, P Loos Procedia Manufacturing 51, 549-556, 2020 | 21 | 2020 |
Enabling semantics-aware process mining through the automatic annotation of event logs A Rebmann, H van der Aa Information Systems 110, 102111, 2022 | 19 | 2022 |
Large process models: business process management in the age of generative AI T Kampik, C Warmuth, A Rebmann, R Agam, LNP Egger, A Gerber, ... arXiv preprint arXiv:2309.00900, 2023 | 17 | 2023 |
Does this make sense? machine learning-based detection of semantic anomalies in business processes J Caspary, A Rebmann, H van der Aa International Conference on Business Process Management, 163-179, 2023 | 15 | 2023 |
Multi-perspective identification of event groups for event abstraction A Rebmann, P Pfeiffer, P Fettke, H Aa International Conference on Process Mining, 31-43, 2022 | 9 | 2022 |
GECCO: constraint-driven abstraction of low-level event logs A Rebmann, M Weidlich, H Van Der Aa 2022 IEEE 38th International Conference on Data Engineering (ICDE), 150-163, 2022 | 8 | 2022 |
Unsupervised task recognition from user interaction streams A Rebmann, H van der Aa International Conference on Advanced Information Systems Engineering, 141-157, 2023 | 7 | 2023 |
Business Process Intelligence Challenge 2020: Analysis and evaluation of a travel process S Klein, J Lahann, L Mayer, D Neu, P Pfeiffer, A Rebmann, M Scheid, ... 10th Business Process Intelligence Challenge at the Int. Conf. on Process …, 2020 | 5 | 2020 |
Iot-based activity recognition for process assistance in human-robot disaster response A Rebmann, JR Rehse, M Pinter, M Schnaubelt, K Daun, P Fettke Business Process Management Forum: BPM Forum 2020, Seville, Spain, September …, 2020 | 5 | 2020 |
Evaluating the ability of llms to solve semantics-aware process mining tasks A Rebmann, FD Schmidt, G Glavaš, H van Der Aa 2024 6th International Conference on Process Mining (ICPM), 9-16, 2024 | 3 | 2024 |
Large Process Models: A Vision for Business Process Management in the Age of Generative AI T Kampik, C Warmuth, A Rebmann, R Agam, LNP Egger, A Gerber, ... KI-Künstliche Intelligenz, 1-15, 2024 | 3 | 2024 |
BPMN2constraints: breaking down BPMN diagrams into declarative process query constraints A Bergman, A Rebmann, T Kampik BPM 2023, 21st International Conference on Business Process Management …, 2023 | 3 | 2023 |
From OCEL to DOCEL–Datasets and Automated Transformation A Goossens, A Rebmann, J De Smedt, J Vanthienen, H van der Aa International Conference on Process Mining, 70-83, 2023 | 2 | 2023 |
Improving business model configuration through a question-based approach S Rübel, A Rebmann, A Emrich, S Klein, P Loos | 2 | 2019 |
Recognizing task-level events from user interaction data A Rebmann, H van der Aa Information Systems 124, 102404, 2024 | 1 | 2024 |
Abstracting Low-level Event Data for Meaningful Process Analysis. A Rebmann BPM (PhD/Demos), 38-42, 2021 | 1 | 2021 |