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03/28/2023
CREATED: Generating Viable Counterfactual Sequences for Predictive Process Analytics
Predictive process analytics focuses on predicting future states, such a...
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05/17/2022
Rank-based Heuristics for Optimizing the Execution of Product Data Models
The Product Data Model (PDM) is an example of a data-centric approach to...
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03/17/2022
The Analysis of Online Event Streams: Predicting the Next Activity for Anomaly Detection
Anomaly detection in process mining focuses on identifying anomalous cas...
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12/23/2020
All That Glitters Is Not Gold: Towards Process Discovery Techniques with Guarantees
The aim of a process discovery algorithm is to construct from event data...
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10/16/2020
Discovering Hierarchical Processes Using Flexible Activity Trees for Event Abstraction
Processes, such as patient pathways, can be very complex, comprising of ...
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01/10/2020
Trace Clustering on Very Large Event Data in Healthcare Using Frequent Sequence Patterns
Trace clustering has increasingly been applied to find homogenous proces...
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05/24/2019
What if Process Predictions are not followed by Good Recommendations? (Technical Report)
Process-aware Recommender systems (PAR systems) are information systems ...
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05/24/2019
What if Process Predictions are not followed by Good Recommendations?
Process-aware Recommender systems (PAR systems) are information systems ...
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04/03/2019