Search Results for author: Gabriel M. Tavares

Found 2 papers, 2 papers with code

CoSMo: a Framework to Instantiate Conditioned Process Simulation Models

1 code implementation31 Mar 2023 Rafael S. Oyamada, Gabriel M. Tavares, Sylvio Barbon Junior, Paolo Ceravolo

This architecture facilitates the simulation of event logs that adhere to specific constraints by incorporating declarative-based rules into the learning phase as an attempt to fill the gap of incorporating information into deep learning models to perform what-if analysis.

Trace Encoding in Process Mining: a survey and benchmarking

1 code implementation5 Jan 2023 Sylvio Barbon Jr., Paolo Ceravolo, Rafael S. Oyamada, Gabriel M. Tavares

Encoding methods are employed across several process mining tasks, including predictive process monitoring, anomalous case detection, trace clustering, etc.

Benchmarking Predictive Process Monitoring

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