Stefanie Rinderle-Ma

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 163

Top Venues

Publications

Daniel Ritter, Fredrik Nordvall Forsberg, Stefanie Rinderle-Ma
Responsible composition and optimization of integration processes under correctness preserving guarantees. Inf. Syst. 124 (2024)
Catherine Sai, Shazia W. Sadiq, Lei Han, Gianluca Demartini, Stefanie Rinderle-Ma
Which Legal Requirements are Relevant to a Business Process? Comparing AI-Driven Methods as Expert Aid. RCIS (1) (2024)
Simon Rädler, Matthias Rupp, Eugen Rigger, Stefanie Rinderle-Ma
Model-Driven Engineering for Machine Learning Code Generation using SysML. Modellierung (2024)
Catherine Sai, Shazia Wasim Sadiq, Lei Han, Gianluca Demartini, Stefanie Rinderle-Ma
Identification of Regulatory Requirements Relevant to Business Processes: A Comparative Study on Generative AI, Embedding-based Ranking, Crowd and Expert-driven Methods. CoRR (2024)
Janik-Vasily Benzin, Stefanie Rinderle-Ma
Collaboration Petri Nets: Verification, Equivalence, and Discovery (Extended Version). CoRR (2024)
Anti Alman, Fabrizio Maria Maggi, Stefanie Rinderle-Ma, Andrey Rivkin, Karolin Winter
Towards a Multi-model Paradigm for Business Process Management. CAiSE (2024)
Janik-Vasily Benzin, Gyunam Park, Juergen Mangler, Stefanie Rinderle-Ma
INEXA: Interactive and Explainable Process Model Abstraction Through Object-Centric Process Mining. CoRR (2024)
Beate Wais, Stefanie Rinderle-Ma
Towards a Comprehensive Evaluation of Decision Rules and Decision Mining Algorithms Beyond Accuracy. CAiSE (2024)
Stefanie Rinderle-Ma
Model-driven Design and Automation of Process Orchestrations in Manufacturing. Modellierung (2024)
Juergen Mangler, Ronny Seiger, Janik-Vasily Benzin, Joscha Grüger, Yusuf Kirikkayis, Florian Gallik, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Marco Franceschetti, Barbara Weber, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio, Manfred Reichert
From Internet of Things Data to Business Processes: Challenges and a Framework. CoRR (2024)
Lars Ackermann, Martin Käppel, Laura Marcus, Linda Moder, Sebastian Dunzer, Markus Hornsteiner, Annina Liessmann, Yorck Zisgen, Philip Empl, Lukas-Valentin Herm, Nicolas Neis, Julian Neuberger, Leo Poss, Myriam Schaschek, Sven Weinzierl, Niklas Wördehoff, Stefan Jablonski, Agnes Koschmider, Wolfgang Kratsch, Martin Matzner, Stefanie Rinderle-Ma, Maximilian Röglinger, Stefan Schönig, Axel Winkelmann
Recent Advances in Data-Driven Business Process Management. CoRR (2024)
Janik-Vasily Benzin, Stefanie Rinderle-Ma
Petri Net Classes for Collaboration Mining: Assessment and Design Guidelines. CoRR (2023)
Stefanie Rinderle-Ma, Karolin Winter, Janik-Vasily Benzin
Predictive compliance monitoring in process-aware information systems: State of the art, functionalities, research directions. Inf. Syst. 115 (2023)
Nataliia Klievtsova, Janik-Vasily Benzin, Timotheus Kampik, Juergen Mangler, Stefanie Rinderle-Ma
Conversational Process Modelling: State of the Art, Applications, and Implications in Practice. CoRR (2023)
Beate Scheibel, Stefanie Rinderle-Ma
An End-to-End Approach for Online Decision Mining and Decision Drift Analysis in Process-Aware Information Systems. CAiSE Forum (2023)
Janik-Vasily Benzin, Stefanie Rinderle-Ma
Petri Net Classes for Collaboration Mining: Assessment and Design Guidelines. ICPM Workshops (2023)
Marisol Barrientos, Karolin Winter, Juergen Mangler, Stefanie Rinderle-Ma
Verification of Quantitative Temporal Compliance Requirements in Process Descriptions Over Event Logs. CAiSE (2023)
Iris Beerepoot, Claudio Di Ciccio, Hajo A. Reijers, Stefanie Rinderle-Ma, Wasana Bandara, Andrea Burattin, Diego Calvanese, Tianwa Chen, Izack Cohen, Benoît Depaire, Gemma Di Federico, Marlon Dumas, Christopher G. J. van Dun, Tobias Fehrer, Dominik Andreas Fischer, Avigdor Gal, Marta Indulska, Vatche Isahagian, Christopher Klinkmüller, Wolfgang Kratsch, Henrik Leopold, Amy Van Looy, Hugo A. López, Sanja Lukumbuzya, Jan Mendling, Lara Meyers, Linda Moder, Marco Montali, Vinod Muthusamy, Manfred Reichert, Yara Rizk, Michael Rosemann, Maximilian Röglinger, Shazia Sadiq, Ronny Seiger, Tijs Slaats, Mantas Simkus, Ida Asadi Someh, Barbara Weber, Ingo Weber, Mathias Weske, Francesca Zerbato
The biggest business process management problems to solve before we die. Comput. Ind. 146 (2023)
Felix Schumann, Stefanie Rinderle-Ma
Resource-Driven Process Manipulation: Modeling Concepts and Valid Allocations. CoopIS (2023)
Qian Chen, Karolin Winter, Stefanie Rinderle-Ma
Predicting Unseen Process Behavior Based on Context Information from Compliance Constraints. BPM (Forum) (2023)
Henryk Mustroph, Karolin Winter, Stefanie Rinderle-Ma
Social Network Mining from Natural Language Text and Event Logs for Compliance Deviation Detection. CoopIS (2023)
Daniel Ritter, Fredrik Nordvall Forsberg, Stefanie Rinderle-Ma
Responsible Composition and Optimization of Integration Processes under Correctness Preserving Guarantees. CoRR (2023)
Simon Rädler, Luca Berardinelli, Karolin Winter, Abbas Rahimi, Stefanie Rinderle-Ma
Model-Driven Engineering for Artificial Intelligence - A Systematic Literature Review. CoRR (2023)
Matthias Ehrendorfer, Juergen Mangler, Stefanie Rinderle-Ma
Clustering Raw Sensor Data in Process Logs to Detect Data Streams. CoopIS (2023)
Henryk Mustroph, Marisol Barrientos, Karolin Winter, Stefanie Rinderle-Ma
Verifying Resource Compliance Requirements from Natural Language Text over Event Logs. BPM (2023)
Janik-Vasily Benzin, Stefanie Rinderle-Ma
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas. CoRR (2023)
Alexander Kinast, Roland Braune, Karl F. Doerner, Stefanie Rinderle-Ma
Optimizing the Solution Quality of Metaheuristics Through Process Mining Based on Selected Problems from Operations Research. BPM (Forum) (2023)
Marian Lux, Stefanie Rinderle-Ma
DDCAL: Evenly Distributing Data into Low Variance Clusters Based on Iterative Feature Scaling. J. Classif. 40 (1) (2023)
Catherine Sai, Anastasiya Damaratskaya, Karolin Winter, Stefanie Rinderle-Ma
Identification and Visualization of Legal Definitions and Legal Term Relations. ER (Workshops) (2023)
Simon Rädler, Matthias Rupp, Eugen Rigger, Stefanie Rinderle-Ma
Code Generation for Machine Learning using Model-Driven Engineering and SysML. CoRR (2023)
Simon Rädler, Jürgen Mangler, Stefanie Rinderle-Ma
Model-Driven Engineering Method to Support the Formalization of Machine Learning using SysML. CoRR (2023)
Janik-Vasily Benzin, Gyunam Park, Stefanie Rinderle-Ma
Preventing Object-centric Discovery of Unsound Process Models for Object Interactions with Loops in Collaborative Systems: Extended Version. CoRR (2023)
Beate Scheibel, Stefanie Rinderle-Ma
An End-to-End Approach for Online Decision Mining and Decision Drift Analysis in Process-Aware Information Systems: Extended Version. CoRR (2023)
Timotheus Kampik, Christian Warmuth, Adrian Rebmann, Ron Agam, Lukas N. P. Egger, Andreas Gerber, Johannes Hoffart, Jonas Kolk, Philipp Herzig, Gero Decker, Han van der Aa, Artem Polyvyanyy, Stefanie Rinderle-Ma, Ingo Weber, Matthias Weidlich
Large Process Models: Business Process Management in the Age of Generative AI. CoRR (2023)
Juergen Mangler, Joscha Grüger, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Janik-Vasily Benzin, Stefanie Rinderle-Ma, Estefanía Serral Asensio, Ralph Bergmann
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs. Future Internet 15 (3) (2023)
Stefanie Rinderle-Ma, Janik-Vasily Benzin, Juergen Mangler
From Process-Agnostic to Process-Aware Automation, Mining, and Prediction. Petri Nets (2023)
Nataliia Klievtsova, Janik-Vasily Benzin, Timotheus Kampik, Juergen Mangler, Stefanie Rinderle-Ma
Conversational Process Modelling: State of the Art, Applications, and Implications in Practice. BPM (Forum) (2023)
Matthias Ehrendorfer, Yannis Bertrand, Lukas Malburg, Juergen Mangler, Joscha Grüger, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio
Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments. BPM (Demos / Resources Forum) (2023)
Catherine Sai, Karolin Winter, Elsa Fernanda, Stefanie Rinderle-Ma
Detecting Deviations Between External and Internal Regulatory Requirements for Improved Process Compliance Assessment. CAiSE (2023)
Simon Rädler, Eugen Rigger, Juergen Mangler, Stefanie Rinderle-Ma
Integration of Machine Learning Task Definition in Model-Based Systems Engineering using SysML. INDIN (2022)
Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato
Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 127 (2022)
Stefanie Rinderle-Ma, Karolin Winter
Predictive Compliance Monitoring in Process-Aware Information Systems: State of the Art, Functionalities, Research Directions. CoRR (2022)
Amolkirat Singh Mangat, Stefanie Rinderle-Ma
Next-Activity Prediction for Non-stationary Processes with Unseen Data Variability. EDOC (2022)
Walid Fdhila, David Knuplesch, Stefanie Rinderle-Ma, Manfred Reichert
Verifying compliance in process choreographies: Foundations, algorithms, and implementation. Inf. Syst. 108 (2022)
Beate Scheibel, Stefanie Rinderle-Ma
Online Decision Mining and Monitoring in Process-Aware Information Systems. ER (2022)
Florian Matthes, Jan Mendling, Stefanie Rinderle-Ma
Preface to the EDOC 2016 Special Issue. Inf. Syst. 108 (2022)
Joscha Grüger, Lukas Malburg, Juergen Mangler, Yannis Bertrand, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data. CoRR (2022)
Juergen Mangler, Stefanie Rinderle-Ma
Cloud Process Execution Engine: Architecture and Interfaces. CoRR (2022)
Florian Stertz, Karolin Winter, Stefanie Rinderle-Ma
Discovering Instance Spanning Exceptions from Process Execution Logs. CBI (2) (2022)
Beate Scheibel, Stefanie Rinderle-Ma
Decision Mining with Time Series Data Based on Automatic Feature Generation. CAiSE (2022)
Alexander Kinast, Roland Braune, Karl F. Doerner, Stefanie Rinderle-Ma, Christian Weckenborg
A hybrid metaheuristic solution approach for the cobot assignment and job shop scheduling problem. J. Ind. Inf. Integr. 28 (2022)
Maximilian Röglinger, Ralf Plattfaut, Vincent Borghoff, Georgi Kerpedzhiev, Jörg Becker, Daniel Beverungen, Jan vom Brocke, Amy Van Looy, Adela del-Río-Ortega, Stefanie Rinderle-Ma, Michael Rosemann, Flávia Maria Santoro, Peter Trkman
Exogenous Shocks and Business Process Management. Bus. Inf. Syst. Eng. 64 (5) (2022)
Florian Stertz, Juergen Mangler, Stefanie Rinderle-Ma
The Role of Time and Data: Online Conformance Checking in the Manufacturing Domain. CoRR (2021)
Diana Viktoria Strutzenberger, Juergen Mangler, Stefanie Rinderle-Ma
BPMN Extensions for Modeling Continuous Processes. CAiSE Forum (2021)
Stefanie Rinderle-Ma, Juergen Mangler
Process Automation and Process Mining in Manufacturing. BPM (2021)
Juergen Mangler, Konrad Diwold, Dieter Etz, Stefanie Rinderle-Ma, Alois Ferscha, Gerald Reiner, Wolfgang Kastner, Sebastien Bougain, Christoph Pollak, Michael Haslgrübler
Sustainability Through Cognition Aware Safety Systems - Next Level Human-Machine-Interaction. CoRR (2021)
Beate Scheibel, Juergen Mangler, Stefanie Rinderle-Ma
Extraction of dimension requirements from engineering drawings for supporting quality control in production processes. Comput. Ind. 129 (2021)
Amolkirat Singh Mangat, Juergen Mangler, Stefanie Rinderle-Ma
Interactive Process Automation based on lightweight object detection in manufacturing processes. Comput. Ind. 130 (2021)
Iris Beerepoot, Claudio Di Ciccio, Hajo A. Reijers, Stefanie Rinderle-Ma
The Biggest Business Process Management Problems of Our Time. Problems@BPM (2021)
Matthias Ehrendorfer, Juergen Mangler, Stefanie Rinderle-Ma
Assessing the Impact of Context Data on Process Outcomes During Runtime. ICSOC (2021)
Manuel Gall, Stefanie Rinderle-Ma
Evaluating Compliance State Visualizations for Multiple Process Models and Instances. BPM (Forum) (2021)
Florian Stertz, Juergen Mangler, Beate Scheibel, Stefanie Rinderle-Ma
Expectations vs. Experiences - Process Mining in Small and Medium Sized Manufacturing Companies. BPM (Forum) (2021)
Alexander Kinast, Karl F. Doerner, Stefanie Rinderle-Ma
Combing metaheuristics and process mining: Improving cobot placement in a combined cobot assignment and job shop scheduling problem. ISM (2021)
Maximilian Wöhrer, Uwe Zdun, Stefanie Rinderle-Ma
Architecture Design of Blockchain-Based Applications. BRAINS (2021)
Beate Scheibel, Stefanie Rinderle-Ma
Comparing decision mining approaches with regard to the meaningfulness of their results. CoRR (2021)
Matthias Ehrendorfer, Juergen Mangler, Stefanie Rinderle-Ma
Sensor Data Stream Selection and Aggregation for the Ex Post Discovery of Impact Factors on Process Outcomes. CAiSE Forum (2021)
Daniel Ritter, Stefanie Rinderle-Ma, Marco Montali, Andrey Rivkin
Formal foundations for responsible application integration. Inf. Syst. 101 (2021)
Walid Fdhila, David Knuplesch, Stefanie Rinderle-Ma, Manfred Reichert
Verifying Compliance in Process Choreographies: Foundations, Algorithms, and Implementation. CoRR (2021)
Tobias Herbert, Juergen Mangler, Stefanie Rinderle-Ma
Generating Reliable Process Event Streams and Time Series Data Based on Neural Networks. BPMDS/EMMSAD@CAiSE (2021)
Tobias Herbert, Juergen Mangler, Stefanie Rinderle-Ma
Generating Reliable Process Event Streams and Time Series Data based on Neural Networks. CoRR (2021)
Conrad Indiono, Stefanie Rinderle-Ma
Hiperfact: In-Memory High Performance Fact Processing - Rethinking the Rete Inference Algorithm. CoRR (2020)
Alexander Kinast, Karl F. Doerner, Stefanie Rinderle-Ma
Biased random-key genetic algorithm for cobot assignment in an assembly/disassembly job shop scheduling problem. ISM (2020)
Thomas Voglhofer, Stefanie Rinderle-Ma
Collection and Elicitation of Business Process Compliance Patterns with Focus on Data Aspects. Bus. Inf. Syst. Eng. 62 (4) (2020)
Florian Stertz, Juergen Mangler, Stefanie Rinderle-Ma
Data-driven Improvement of Online Conformance Checking. EDOC (2020)
Karolin Winter, Manuel Gall, Stefanie Rinderle-Ma
RegMiner: Taming the Complexity of Regulatory Documents for Digitalized Compliance Management. BPM (PhD/Demos) (2020)
Florian Stertz, Juergen Mangler, Stefanie Rinderle-Ma
Temporal Conformance Checking at Runtime based on Time-infused Process Models. CoRR (2020)
Manuel Gall, Stefanie Rinderle-Ma
Assessing Process Attribute Visualization and Interaction Approaches Based on a Controlled Experiment. Int. J. Cooperative Inf. Syst. 29 (4) (2020)
Walid Fdhila, Stefanie Rinderle-Ma, David Knuplesch, Manfred Reichert
Decomposition-based Verification of Global Compliance in Process Choreographies. EDOC (2020)
Hans-Georg Fill, Peter Fettke, Stefanie Rinderle-Ma
Catchword: Blockchains and Enterprise Modeling. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 15 (2020)
Karolin Winter, Han van der Aa, Stefanie Rinderle-Ma, Matthias Weidlich
Assessing the Compliance of Business Process Models with Regulatory Documents. ER (2020)
Kristof Böhmer, Stefanie Rinderle-Ma
LoGo: Combining Local and Global Techniques for Predictive Business Process Monitoring. CAiSE (2020)
Karolin Winter, Florian Stertz, Stefanie Rinderle-Ma
Discovering instance and process spanning constraints from process execution logs. Inf. Syst. 89 (2020)
Hans-Georg Fill, Peter Fettke, Stefanie Rinderle-Ma
Blockchain Technologies in Enterprise Modeling and Enterprise Information Systems. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 15 (2020)
Florian Stertz, Karolin Winter, Stefanie Rinderle-Ma
SVIPEX: A Web Service for Discovering and Visualizing Instance Spanning Constraints based on Process Execution Logs. BPM (PhD/Demos) (2020)
Florian Stertz, Juergen Mangler, Stefanie Rinderle-Ma
Balancing Patient Care and Paperwork Automatic Task Enactment and Comprehensive Documentation in Treatment Processes. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 15 (2020)
Florian Stertz, Stefanie Rinderle-Ma, Juergen Mangler
Analyzing Process Concept Drifts Based on Sensor Event Streams During Runtime. BPM (2020)
Kristof Böhmer, Stefanie Rinderle-Ma
Mining association rules for anomaly detection in dynamic process runtime behavior and explaining the root cause to users. Inf. Syst. 90 (2020)
Karolin Winter, Stefanie Rinderle-Ma
Defining Instance Spanning Constraint Patterns for Business Processes Based on Proclets. ER (2020)
Matthias Ehrendorfer, Juergen-Albrecht Fassmann, Juergen Mangler, Stefanie Rinderle-Ma
Conformance Checking and Classification of Manufacturing Log Data. CBI (1) (2019)
Daniel Ritter, Fredrik Nordvall Forsberg, Stefanie Rinderle-Ma, Norman May
Catalog of Optimization Strategies and Realizations for Composed Integration Patterns. CoRR (2019)
Frederik Bischoff, Walid Fdhila, Stefanie Rinderle-Ma
Generation and Transformation of Compliant Process Collaboration Models to BPMN. CAiSE (2019)
Manuel Gall, Stefanie Rinderle-Ma
Visualizing Multiple Process Attributes in one 3D Process Representation. CoRR (2019)
Marian Lux, Stefanie Rinderle-Ma
Analyzing User Behavior in Search Process Models. CAiSE Forum (2019)
Patrik Koenig, Juergen Mangler, Stefanie Rinderle-Ma
Compliance Monitoring on Process Event Streams from Multiple Sources. ICPM (2019)
Michael Borkowski, Walid Fdhila, Matteo Nardelli, Stefanie Rinderle-Ma, Stefan Schulte
Event-based failure prediction in distributed business processes. Inf. Syst. 81 (2019)
Florian Stertz, Stefanie Rinderle-Ma
Detecting and Identifying Data Drifts in Process Event Streams Based on Process Histories. CAiSE Forum (2019)
Matthias Ehrendorfer, Juergen-Albrecht Fassmann, Juergen Mangler, Stefanie Rinderle-Ma
Combining Conformance Checking and Classification of XES Log Data for the Manufacturing Domain. CoRR (2019)
Jürgen Mangler, Florian Pauker, Stefanie Rinderle-Ma, Matthias Ehrendorfer
centurio.work - Industry 4.0 integration assessment and evolution. BPM (Industry Forum) (2019)
Karolin Winter, Stefanie Rinderle-Ma
Deriving and Combining Mixed Graphs from Regulatory Documents Based on Constraint Relations. CAiSE (2019)
Stefanie Rinderle-Ma
From LEGO to the Shopfloor: Driving Digitalization Through Process Technology. BTW (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefanie Rinderle-Ma