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Irene Teinemaa · Study
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Author
Irene Teinemaa
16 works
· latest 2023
· 3 institutions
cluster: provisional
ORCID 0000-0001-8045-8238
Works
16 shown
Prescriptive process monitoring based on causal effect estimation
Information Systems
·
2023
·
5 authors
29
citations
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning
Lecture notes in computer science
·
2023
·
6 authors
·
other
·
Open access
27
citations
Fire now, fire later: alarm-based systems for prescriptive process monitoring
Knowledge and Information Systems
·
2021
·
7 authors
·
Open access
56
citations
Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction
International Conference on Process Mining (ICPM)
·
2021
·
4 authors
·
other
·
Open access
44
citations
Encoding resource experience for predictive process monitoring
Decision Support Systems
·
2021
·
5 authors
·
Open access
44
citations
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs
International Conference on Process Mining (ICPM)
·
2020
·
5 authors
·
other
·
Open access
68
citations
An interdisciplinary comparison of sequence modeling methods for next-element prediction
Software & Systems Modeling
·
2020
·
3 authors
·
Open access
58
citations
Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring
ACM Transactions on Intelligent Systems and Technology
·
2019
·
5 authors
·
Open access
207
citations
Outcome-Oriented Predictive Process Monitoring
ACM Transactions on Knowledge Discovery from Data
·
2019
·
4 authors
352
citations
Temporal stability in predictive process monitoring
Data Mining and Knowledge Discovery
·
2018
·
4 authors
·
Open access
58
citations
Semantics, Analysis and Simplification of DMN Decision Tables
Information Systems
·
2018
·
6 authors
47
citations
Alarm-Based Prescriptive Process Monitoring
Lecture notes in business information processing
·
2018
·
5 authors
·
other
46
citations
Outcome-Oriented Predictive Process Monitoring: Review and Benchmark
arXiv (Cornell University)
·
2017
·
4 authors
·
preprint
·
Open access
30
citations
Clustering-Based Predictive Process Monitoring
IEEE Transactions on Services Computing
·
2016
·
4 authors
·
Open access
186
citations
Predictive Business Process Monitoring with Structured and Unstructured Data
Lecture notes in computer science
·
2016
·
4 authors
·
other
108
citations
Semantics and Analysis of DMN Decision Tables
Lecture notes in computer science
·
2016
·
6 authors
·
other
44
citations