Jens Brunk

Orcid: 0000-0001-6020-5540

According to our database1, Jens Brunk authored at least 19 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Context-aware Explanations of Accurate Predictions in Service Processes.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2021
Prediction of business processes: selection and development of interpretable machine learning-based next activity prediction techniques.
PhD thesis, 2021

Cause vs. effect in context-sensitive prediction of business process instances.
Inf. Syst., 2021

A Framework of Business Process Monitoring and Prediction Techniques.
Proceedings of the Innovation durch Informationssysteme, 2021

Bringing Light Into the Darkness - A Systematic Literature Review on Explainable Predictive Business Process Monitoring Techniques.
Proceedings of the 29th European Conference on Information Systems, 2021

2020
Exploring the effect of context information on deep learning business process predictions.
J. Decis. Syst., 2020

An empirical comparison of deep-neural-network architectures for next activity prediction using context-enriched process event logs.
CoRR, 2020

Multi-Class Detection of Abusive Language Using Automated Machine Learning.
Proceedings of the Entwicklungen, 2020

Structuring Business Process Context Information for Process Monitoring and Prediction.
Proceedings of the 22nd IEEE Conference on Business Informatics, 2020

Conceptualization of an Integrated Procedure Model for Business Process Monitoring and Prediction.
Proceedings of the 22nd IEEE Conference on Business Informatics, 2020

Abusive Comments in Online Media and How to Fight Them - State of the Domain and a Call to Action.
Proceedings of the Disinformation in Open Online Media, 2020

Building an Integrated Comment Moderation System - Towards a Semi-automatic Moderation Tool.
Proceedings of the Social Computing and Social Media. Participation, User Experience, Consumer Experience, and Applications of Social Computing, 2020

XNAP: Making LSTM-Based Next Activity Predictions Explainable by Using LRP.
Proceedings of the Business Process Management Workshops, 2020

2019
Can Analytics as a Service Save the Online Discussion Culture? - The Case of Comment Moderation in the Media Industry.
Proceedings of the 21st IEEE Conference on Business Informatics, 2019

Effect of Transparency and Trust on Acceptance of Automatic Online Comment Moderation Systems.
Proceedings of the 21st IEEE Conference on Business Informatics, 2019

What Is Abusive Language?
Proceedings of the Disinformation in Open Online Media, 2019

2018
Prediction of Business Process Instances with Dynamic Bayesian Networks.
Proceedings of the 8th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2018), 2018

Prediction of Customer Movements in Large Tourism Industries by the Means of Process Mining.
Proceedings of the 26th European Conference on Information Systems: Beyond Digitization, 2018

2017
[εm] - Process Analysis using a Meta Modeling Tool.
Proceedings of the ER Forum 2017 and the ER 2017 Demo Track co-located with the 36th International Conference on Conceptual Modelling (ER 2017), Valencia, Spain,, 2017


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