Jana-Rebecca Rehse

Monica Fallon

Proceedings of the 45th International Conference on Information Systems, 2024

Process Mining Meets Visual Analytics.

[BibT_eX]

[DOI]

Proceedings of the 14th International Workshop on Enterprise Modeling and Information Systems Architectures, 2024

Beyond Log and Model Moves in Conformance Checking: Discovering Process-Level Deviation Patterns.

[BibT_eX]

[DOI]

Michael Grohs

Han van der Aa

Proceedings of the Business Process Management - 22nd International Conference, 2024

Multivariate Anomaly Detection in Object-Centric Event Data.

[BibT_eX]

[DOI]

Luka Abb

Proceedings of the Business Process Management Forum, 2024

2023

AI-augmented Business Process Management Systems: A Research Manifesto.

[BibT_eX]

[DOI]

ACM Trans. Manag. Inf. Syst., March, 2023

Business Process Deviation Prediction: Predicting Non-Conforming Process Behavior.

[BibT_eX]

[DOI]

Michael Grohs

Peter Pfeiffer

Proceedings of the 5th International Conference on Process Mining, 2023

Process Mining Meets Visual Analytics: The Case of Conformance Checking.

[BibT_eX]

[DOI]

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Large Language Models Can Accomplish Business Process Management Tasks.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Workshops, 2023

Automating Computer Software Validation in Regulated Industries with Robotic Process Automation.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management: Blockchain, Robotic Process Automation and Educators Forum, 2023

A Discussion on Generalization in Next-Activity Prediction.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Workshops, 2023

2022

Augmented Business Process Management Systems: A Research Manifesto.

[BibT_eX]

[DOI]

CoRR, 2022

SAP Signavio Academic Models: A Large Process Model Dataset.

[BibT_eX]

[DOI]

Proceedings of the Process Mining Workshops, 2022

Attribute-Based Conformance Diagnosis: Correlating Trace Attributes with Process Conformance.

[BibT_eX]

[DOI]

Michael Grohs

Proceedings of the Process Mining Workshops, 2022

Trace Clustering for User Behavior Mining.

[BibT_eX]

[DOI]

Proceedings of the 30th European Conference on Information Systems, 2022

Uncovering Object-Centric Data in Classical Event Logs for the Automated Transformation from XES to OCEL.

[BibT_eX]

[DOI]

Adrian Rebmann

Han van der Aa

Proceedings of the Business Process Management - 20th International Conference, 2022

Mastering Robotic Process Automation with Process Mining.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management - 20th International Conference, 2022

A Reference Data Model for Process-Related User Interaction Logs.

[BibT_eX]

[DOI]

Luka Abb

Proceedings of the Business Process Management - 20th International Conference, 2022

2021

Toward Automated Support of Complaint Handling Processes: An Application in the Medical Technology Industry.

[BibT_eX]

[DOI]

Philip Hake

J. Data Semant., 2021

7. Workshop zum Stand und den Herausforderungen des Geschäftsprozessmanagements.

[BibT_eX]

[DOI]

Ralf Laue

Thorsten Schoormann

Proceedings of the 51. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2021 - Computer Science & Sustainability, Berlin, Germany, 27. September, 2021

Conformance Checking with Regulations - A Research Agenda.

[BibT_eX]

[DOI]

Luise Pufahl

Proceedings of the 11th International Workshop on Enterprise Modeling and Information Systems Architectures, 2021

Are We Doing Things Right? An Approach to Measure Process Inefficiencies in the Control Flow.

[BibT_eX]

[DOI]

Fareed Zandkarimi

Jonas Rennemeier

Proceedings of the Business Process Management Forum, 2021

2020

The MobIS-Challenge 2019 A Report on the WI-2019-Workshop on Model-Based Compliance in Information Systems.

[BibT_eX]

[DOI]

Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2020

Entwicklung eines Referenzprozessmodells für Rettungseinsätze der Feuerwehr und Anwendung als Grundlage eines Prozessassistenzsystems.

[BibT_eX]

[DOI]

Proceedings of the Entwicklungen, 2020

Prozessorientierte Schulung von Einsatzkräften für robotergestützte Rettungsmissionen der Feuerwehr.

[BibT_eX]

[DOI]

Proceedings of the Entwicklungen, 2020

2. Workshop zur Modellierung in der Hochschullehre (preface) (2nd Workshop on Modeling in Higher Education Teaching).

[BibT_eX]

[DOI]

Michael Striewe

Meike Ullrich

Proceedings of the Companion Proceedings of Modellierung 2020 Short, 2020

A Generic Framework for Trace Clustering in Process Mining.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Process Mining, 2020

Towards an Automated Assessment of Graphical (Business Process) Modelling Competences.

[BibT_eX]

[DOI]

Proceedings of the 50. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2020 - Back to the Future, Karlsruhe, Germany, 28. September, 2020

Stand, Herausforderungen und Impulse des Geschäftsprozessmanagements.

[BibT_eX]

[DOI]

Proceedings of the 50. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2020 - Back to the Future, Karlsruhe, Germany, 28. September, 2020

Interactive Process Clustering with t-SNE.

[BibT_eX]

[DOI]

Proceedings of the Best Dissertation Award, 2020

Leveraging Artificial Intelligence for Business Process Management (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Best Dissertation Award, 2020

IoT-Based Activity Recognition for Process Assistance in Human-Robot Disaster Response.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Forum, 2020

2019

Towards Explainable Process Predictions for Industry 4.0 in the DFKI-Smart-Lego-Factory.

[BibT_eX]

[DOI]

Nijat Mehdiyev

Künstliche Intell., 2019

A Procedure Model for Situational Reference Model Mining.

[BibT_eX]

[DOI]

Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2019

Model-Based Compliance in Information Systems - Foundations, Case Description and Data Set of the MobIS-Challenge for Students and Doctoral Candidates.

[BibT_eX]

[DOI]

Proceedings of the Human Practice. Digital Ecologies. Our Future. 14. Internationale Tagung Wirtschaftsinformatik (WI 2019), 2019

Team communication processing and process analytics for supporting robot-assisted emergency response.

[BibT_eX]

[DOI]

Ivana Kruijff-Korbayová

Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2019

Supporting Complaint Management in the Medical Technology Industry by Means of Deep Learning.

[BibT_eX]

[DOI]

Philip Hake

Proceedings of the Business Process Management Workshops, 2019

2018

Business process management for Industry 4.0 - Three application cases in the DFKI-Smart-Lego-Factory.

[BibT_eX]

[DOI]

Sharam Dadashnia

it Inf. Technol., 2018

Clustering Business Process Activities for Identifying Reference Model Components.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Workshops, 2018

Process Mining Crimes - A Threat to the Validity of Process Discovery Evaluations.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Forum, 2018

2017

A graph-theoretic method for the inductive development of reference process models.

[BibT_eX]

[DOI]

Softw. Syst. Model., 2017

Predicting process behaviour using deep learning.

[BibT_eX]

[DOI]

Decis. Support Syst., 2017

Towards Situational Reference Model Mining - Main Idea, Procedure Model & Case Study.

[BibT_eX]

[DOI]

Proceedings of the Towards Thought Leadership in Digital Transformation: 13. Internationale Tagung Wirtschaftsinformatik, 2017

XES Tensorflow - Process Prediction using the Tensorflow Deep-Learning Framework.

[BibT_eX]

[DOI]

Proceedings of the Forum and Doctoral Consortium Papers Presented at the 29th International Conference on Advanced Information Systems Engineering, 2017

Speech Acts in Actual Processes: Evaluation of Interfaces and Triggers in ITIL.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Workshops, 2017

Process Mining and the Black Swan: An Empirical Analysis of the Influence of Unobserved Behavior on the Quality of Mined Process Models.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Workshops, 2017

2016

Inductive reference model development: recent results and current challenges.

[BibT_eX]

[DOI]

Proceedings of the 46. Jahrestagung der Gesellschaft für Informatik, 2016

An Execution-Semantic Approach to Inductive Reference Model Development.

[BibT_eX]

[DOI]

Proceedings of the 24th European Conference on Information Systems, 2016

Process Discovery from Event Stream Data in the Cloud - A Scalable, Distributed Implementation of the Flexible Heuristics Miner on the Amazon Kinesis Cloud Infrastructure.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Cloud Computing Technology and Science, 2016

Mining Reference Process Models from Large Instance Data.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Workshops, 2016

A Deep Learning Approach for Predicting Process Behaviour at Runtime.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Workshops, 2016

2013

Eine Untersuchung der Potentiale automatisierter Abstraktionsansätze für Geschäftsprozessmodelle im Hinblick auf die induktive Entwicklung von Referenzprozessmodellen.

[BibT_eX]

[DOI]