Irene Teinemaa | DeepAI

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Featured Co-authors

Marlon Dumas
44 publications
Fabrizio Maria Maggi
23 publications
Marcello La Rosa
22 publications
Niek Tax
19 publications
Artem Polyvyanyy
16 publications
Matthias Weidlich
15 publications
Sebastiaan J. van Zelst
15 publications
Massimiliano de Leoni
11 publications
Stephan A. Fahrenkrog-Petersen
7 publications
Mahmoud Shoush
5 publications
Zahra Dasht Bozorgi
4 publications

∙ 03/07/2023

Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning

Increasing the success rate of a process, i.e. the percentage of cases t...

0 Zahra Dasht Bozorgi, et al. ∙

∙ 05/15/2021

Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction

Reducing cycle time is a recurrent concern in the field of business proc...

20 Zahra Dasht Bozorgi, et al. ∙

∙ 09/03/2020

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

This paper proposes an approach to analyze an event log of a business pr...

9 Zahra Dasht Bozorgi, et al. ∙

∙ 05/23/2019

Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring

Predictive process monitoring is a family of techniques to analyze event...

1 Stephan A. Fahrenkrog-Petersen, et al. ∙

∙ 10/31/2018

An Interdisciplinary Comparison of Sequence Modeling Methods for Next-Element Prediction

Data of sequential nature arise in many application domains in forms of,...

7 Niek Tax, et al. ∙

∙ 08/13/2018

Automatic Playlist Continuation through a Composition of Collaborative Filters

The RecSys Challenge 2018 focused on automatic playlist continuation, i....

0 Irene Teinemaa, et al. ∙

∙ 05/08/2018

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

Predictive business process monitoring methods exploit historical proces...

2 Ilya Verenich, et al. ∙

∙ 03/23/2018

Foundations of Prescriptive Process Monitoring

Predictive process monitoring is concerned with the analysis of events p...

0 Irene Teinemaa, et al. ∙

∙ 12/12/2017

Temporal Stability in Predictive Process Monitoring

Predictive business process monitoring is concerned with the analysis of...

0 Irene Teinemaa, et al. ∙

∙ 07/21/2017

Outcome-Oriented Predictive Process Monitoring: Review and Benchmark

Predictive business process monitoring refers to the act of making predi...

0 Irene Teinemaa, et al. ∙

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