Search Results for author: Ilya Verenich

Found 3 papers, 2 papers with code

Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction

1 code implementation25 Mar 2020 Farbod Taymouri, Marcello La Rosa, Sarah Erfani, Zahra Dasht Bozorgi, Ilya Verenich

Predictive process monitoring aims to predict future characteristics of an ongoing process case, such as case outcome or remaining timestamp.

Predictive Process Monitoring

Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring

no code implementations8 May 2018 Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maggi, Irene Teinemaa

Predictive business process monitoring methods exploit historical process execution logs to generate predictions about running instances (called cases) of a business process, such as the prediction of the outcome, next activity or remaining cycle time of a given process case.

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