Search Results for author: Zahra Dasht Bozorgi

Found 3 papers, 3 papers with code

Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction

1 code implementation15 May 2021 Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy

The paper proposes a prescriptive process monitoring method that uses orthogonal random forest models to estimate the causal effect of triggering a time-reducing intervention for each ongoing case of a process.

Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs

1 code implementation3 Sep 2020 Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy

This paper proposes an approach to analyze an event log of a business process in order to generate case-level recommendations of treatments that maximize the probability of a given outcome.

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

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