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The WHY in Business Processes: Discovery of Causal Execution Dependencies
We demonstrate our methodology employing two open process mining algorithms, the IBM Process Mining tool, and the LiNGAM causal discovery technique.
A Framework for Verifiable and Auditable Federated Anomaly Detection
Federated Leaning is an emerging approach to manage cooperation between a group of agents for the solution of Machine Learning tasks, with the goal of improving each agent's performance without disclosing any data.
AI-Augmented Business Process Management Systems: A Research Manifesto
AI-Augmented Business Process Management Systems (ABPMSs) are an emerging class of process-aware information systems, empowered by trustworthy AI technology.
An Integrated and Scalable Platform for Proactive Event-Driven Traffic Management
Traffic on freeways can be managed by means of ramp meters from Road Traffic Control rooms.
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