Dirk Fahland

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 65

Top Venues

CoRR

BPM

Inf. Syst.

Business Process Management Workshops

Humboldt University of Berlin (PHD)

Education History

Humboldt University of Berlin

PHD

Publications

Dirk Fahland, Fabiana Fournier, Lior Limonad, Inna Skarbovsky, Ava J. E. Swevels
How well can large language models explain business processes? CoRR (2024)
Alessandro Berti, Urszula Jessen, Wil M. P. van der Aalst, Dirk Fahland
Challenges of Anomaly Detection in the Object-Centric Setting: Dimensions and the Role of Domain Knowledge. CoRR (2024)
Eva L. Klijn, Felix Mannhardt, Dirk Fahland
Multi-perspective Concept Drift Detection: Including the Actor Perspective. CAiSE (2024)
Ava Swevels, Dirk Fahland, Marco Montali
Implementing Object-Centric Event Data Models in Event Knowledge Graphs. ICPM Workshops (2023)
Ava Swevels, Remco M. Dijkman, Dirk Fahland
Inferring Missing Entity Identifiers from Context Using Event Knowledge Graphs. BPM (2023)
Marlon Dumas, Fabiana Fournier, Lior Limonad, Andrea Marrella, Marco Montali, Jana-Rebecca Rehse, Rafael Accorsi, Diego Calvanese, Giuseppe De Giacomo, Dirk Fahland, Avigdor Gal, Marcello La Rosa, Hagen Völzer, Ingo Weber
AI-augmented Business Process Management Systems: A Research Manifesto. ACM Trans. Manag. Inf. Syst. 14 (1) (2023)
Eva L. Klijn, Dennis Preuss, Lulzim Imeri, Florin Baumann, Felix Mannhardt, Dirk Fahland
Event Knowledge Graphs for Auditing: A Case Study. ICPM Workshops (2023)
Bianka Bakullari, Jules van Thoor, Dirk Fahland, Wil M. P. van der Aalst
The Interplay Between High-Level Problems and the Process Instances that Give Rise to Them. BPM (Forum) (2023)
Bianka Bakullari, Jules van Thoor, Dirk Fahland, Wil M. P. van der Aalst
The Interplay Between High-Level Problems and The Process Instances That Give Rise To Them. CoRR (2023)
Dirk Fahland, Fabiana Fournier, Lior Limonad, Inna Skarbovsky, Ava J. E. Swevels
Why are my Pizzas late? PMAI@IJCAI (2023)
Eric Verbeek, Dirk Fahland
Generating event logs with CPN IDE. ICPM Doctoral Consortium / Demo (2023)
Ava Swevels, Eva L. Klijn, Dirk Fahland
Object-Centric Process Mining (and more) using a Graph-Based Approach with PromG. ICPM Doctoral Consortium / Demo (2023)
Dominique Sommers, Vlado Menkovski, Dirk Fahland
Supervised learning of process discovery techniques using graph neural networks. Inf. Syst. 115 (2023)
Bavo Coremans, Arjen L. Klomp, Satrio Adi Rukmono, Jacob Krüger, Dirk Fahland, Michel R. V. Chaudron
Process Mining from Jira Issues at a Large Company. ICSME (2023)
Urszula Jessen, Michal Sroka, Dirk Fahland
Chit-Chat or Deep Talk: Prompt Engineering for Process Mining. CoRR (2023)
Dirk Fahland
Multi-dimensional Process Analysis. BPM (2022)
Dirk Fahland, Chiara Ghidini, Marlon Dumas, Manfred Reichert
Special issue: BPM 2020 Selected Papers in Foundations and Engineering. Inf. Syst. 109 (2022)
Dirk Fahland
Extracting and Pre-Processing Event Logs. CoRR (2022)
Mitchel Brunings, Dirk Fahland, Eric Verbeek
Discover Context-Rich Local Process Models (Extended Abstract). ICPM Doctoral Consortium / Demo (2022)
Marlon Dumas, Fabiana Fournier, Lior Limonad, Andrea Marrella, Marco Montali, Jana-Rebecca Rehse, Rafael Accorsi, Diego Calvanese, Giuseppe De Giacomo, Dirk Fahland, Avigdor Gal, Marcello La Rosa, Hagen Völzer, Ingo Weber
Augmented Business Process Management Systems: A Research Manifesto. CoRR (2022)
Eva L. Klijn, Felix Mannhardt, Dirk Fahland
Aggregating Event Knowledge Graphs for Task Analysis. ICPM Workshops (2022)
Mitchel Brunings, Dirk Fahland, Boudewijn F. van Dongen
Defining Meaningful Local Process Models. Trans. Petri Nets Other Model. Concurr. 16 (2022)
Dennis Brons, Roeland Scheepens, Dirk Fahland
Striking a new balance in accuracy and simplicity with the Probabilistic Inductive Miner. CoRR (2021)
Teun Graafmans, Oktay Türetken, Hans Poppelaars, Dirk Fahland
Process Mining for Six Sigma. Bus. Inf. Syst. Eng. 63 (3) (2021)
Dennis Brons, Roeland Scheepens, Dirk Fahland
Striking a new Balance in Accuracy and Simplicity with the Probabilistic Inductive Miner. ICPM (2021)
Dominique Sommers, Vlado Menkovski, Dirk Fahland
Process Discovery Using Graph Neural Networks. CoRR (2021)
Dirk Fahland, Vadim Denisov, Wil M. P. van der Aalst
Inferring Unobserved Events in Systems With Shared Resources and Queues. CoRR (2021)
Dominique Sommers, Vlado Menkovski, Dirk Fahland
Process Discovery Using Graph Neural Networks. ICPM (2021)
Eva L. Klijn, Felix Mannhardt, Dirk Fahland
Classifying and Detecting Task Executions and Routines in Processes Using Event Graphs. BPM (Forum) (2021)
Stefan Esser, Dirk Fahland
Multi-Dimensional Event Data in Graph Databases. J. Data Semant. 10 (1-2) (2021)
Dirk Fahland, Vadim Denisov, Wil M. P. van der Aalst
Inferring Unobserved Events in Systems with Shared Resources and Queues. Fundam. Informaticae 183 (3-4) (2021)
Daniel Reißner, Abel Armas-Cervantes, Raffaele Conforti, Marlon Dumas, Dirk Fahland, Marcello La Rosa
Scalable alignment of process models and event logs: An approach based on automata and S-components. Inf. Syst. 94 (2020)
Eva L. Klijn, Dirk Fahland
Identifying and Reducing Errors in Remaining Time Prediction due to Inter-Case Dynamics. ICPM (2020)
Vadim Denisov, Dirk Fahland, Wil M. P. van der Aalst
Repairing Event Logs with Missing Events to Support Performance Analysis of Systems with Shared Resources. Petri Nets (2020)
Vadim Denisov, Dirk Fahland, Wil M. P. van der Aalst
Multi-Dimensional Performance Analysis and Monitoring Using Integrated Performance Spectra. ICPM Doctoral Consortium / Tools (2020)
Mitchel Brunings, Dirk Fahland, Boudewijn F. van Dongen
Defining meaningful Local Process Models. ATAED@Petri Nets (2020)
Zahra Toosinezhad, Dirk Fahland, Özge Köroglu, Wil M. P. van der Aalst
Detecting System-Level Behavior Leading To Dynamic Bottlenecks. ICPM (2020)
Stefan Esser, Dirk Fahland
Multi-Dimensional Event Data in Graph Databases. CoRR (2020)
Wil M. P. van der Aalst, Daniel Tacke genannt Unterberg, Vadim Denisov, Dirk Fahland
Visualizing Token Flows Using Interactive Performance Spectra. Petri Nets (2020)
Sander J. J. Leemans, Dirk Fahland
Information-preserving abstractions of event data in process mining. Knowl. Inf. Syst. 62 (3) (2020)
Daniël Reißner, Abel Armas-Cervantes, Raffaele Conforti, Marlon Dumas, Dirk Fahland, Marcello La Rosa
Scalable Alignment of Process Models and Event Logs: An Approach Based on Automata and S-Components. CoRR (2019)
Eva L. Klijn, Dirk Fahland
Performance Mining for Batch Processing Using the Performance Spectrum. Business Process Management Workshops (2019)
Dirk Fahland
Describing Behavior of Processes with Many-to-Many Interactions. Petri Nets (2019)
Vadim Denisov, Dirk Fahland, Wil M. P. van der Aalst
Predictive Performance Monitoring of Material Handling Systems Using the Performance Spectrum. ICPM (2019)
Stefan Esser, Dirk Fahland
Storing and Querying Multi-dimensional Process Event Logs Using Graph Databases. Business Process Management Workshops (2019)
Dirk Fahland, Hagen Völzer
Dynamic skipping and blocking, dead path elimination for cyclic workflows, and a local semantics for inclusive gateways. Inf. Syst. 78 (2018)
Vadim Denisov, Elena Belkina, Dirk Fahland, Wil M. P. van der Aalst
The Performance Spectrum Miner: Visual Analytics for Fine-Grained Performance Analysis of Processes. BPM (Dissertation/Demos/Industry) (2018)
Andrea Burattin, Pnina Soffer, Dirk Fahland, Jan Mendling, Hajo A. Reijers, Irene T. P. Vanderfeesten, Matthias Weidlich, Barbara Weber
Who Is Behind the Model? Classifying Modelers Based on Pragmatic Model Features. BPM (2018)
Dirk Fahland, Hagen Völzer
Dynamic Skipping and Blocking and Dead Path Elimination for Cyclic Workflows. EMISA Forum 38 (1) (2018)
Niek Tax, Xixi Lu, Natalia Sidorova, Dirk Fahland, Wil M. P. van der Aalst
The imprecisions of precision measures in process mining. Inf. Process. Lett. 135 (2018)
Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
Scalable process discovery and conformance checking. Softw. Syst. Model. 17 (2) (2018)
Vadim Denisov, Dirk Fahland, Wil M. P. van der Aalst
Unbiased, Fine-Grained Description of Processes Performance from Event Data. BPM (2018)
Mahdi Alizadeh, Xixi Lu, Dirk Fahland, Nicola Zannone, Wil M. P. van der Aalst
Linking data and process perspectives for conformance analysis. Comput. Secur. 73 (2018)
Xixi Lu, Dirk Fahland
A Conceptual Framework for Understanding Event Data Quality for Behavior Analysis. ZEUS (2017)
Niek Tax, Xixi Lu, Natalia Sidorova, Dirk Fahland, Wil M. P. van der Aalst
The Imprecisions of Precision Measures in Process Mining. CoRR (2017)
Melanie Polderdijk, Irene T. P. Vanderfeesten, Jonnro Erasmus, Kostas Traganos, Tim Bosch, Gu Van Rhijn, Dirk Fahland
A Visualization of Human Physical Risks in Manufacturing Processes Using BPMN. Business Process Management Workshops (2017)
Hajo A. Reijers, Irene T. P. Vanderfeesten, Marijn G. A. Plomp, Pieter Van Gorp, Dirk Fahland, Wim L. M. van der Crommert, H. Daniel Diaz Garcia
Evaluating data-centric process approaches: Does the human factor factor in? Softw. Syst. Model. 16 (3) (2017)
Xixi Lu, Dirk Fahland, Robert Andrews, Suriadi Suriadi, Moe Thandar Wynn, Arthur H. M. ter Hofstede, Wil M. P. van der Aalst
Semi-supervised Log Pattern Detection and Exploration Using Event Concurrence and Contextual Information. OTM Conferences (1) (2017)
Dirk Fahland, Xixi Lu, Marijn Nagelkerke, Dennis van de Wiel
Discovering Interacting Artifacts from ERP Systems (Extended Abstract). EMISA (2016)
Dirk Fahland, Andreas Meyer, Luise Pufahl, Kimon Batoulis, Mathias Weske
Automating Data Exchange in Process Choreographies. EMISA Forum 36 (2) (2016)
Xixi Lu, Dirk Fahland, Wil M. P. van der Aalst
Interactively Exploring Logs and Mining Models with Clustering, Filtering, and Relabeling. BPM (Demos) (2016)
Xixi Lu, Dirk Fahland, Frank J. H. M. van den Biggelaar, Wil M. P. van der Aalst
Handling Duplicated Tasks in Process Discovery by Refining Event Labels. BPM (2016)
Dirk Fahland, Andreas Meyer, Luise Pufahl, Kimon Batoulis, Mathias Weske
Automating Data Exchange in Process Choreographies (Extended Abstract). EMISA (2016)
Dirk Fahland, Hagen Völzer
Dynamic Skipping and Blocking and Dead Path Elimination for Cyclic Workflows. BPM (2016)
Dirk Fahland, Xixi Lu, Marijn Nagelkerke, Dennis van de Wiel
Discovering Interacting Artifacts from ERP Systems (Extended Abstract). EMISA Forum 36 (2) (2016)
Viara Popova, Dirk Fahland, Marlon Dumas
Artifact Lifecycle Discovery. Int. J. Cooperative Inf. Syst. 24 (1) (2015)
Jakob Pinggera, Pnina Soffer, Stefan Zugal, Barbara Weber, Matthias Weidlich, Dirk Fahland, Hajo A. Reijers, Jan Mendling
Modeling Styles in Business Process Modeling. CoRR (2015)
Xixi Lu, Dirk Fahland, Frank J. H. M. van den Biggelaar, Wil M. P. van der Aalst
Detecting Deviating Behaviors Without Models. Business Process Management Workshops (2015)
Cédric Favre, Dirk Fahland, Hagen Völzer
The relationship between workflow graphs and free-choice workflow nets. Inf. Syst. 47 (2015)
Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
Scalable Process Discovery with Guarantees. BMMDS/EMMSAD (2015)
Dirk Fahland, Wil M. P. van der Aalst
Model repair - aligning process models to reality. Inf. Syst. 47 (2015)
Andreas Meyer, Luise Pufahl, Kimon Batoulis, Dirk Fahland, Mathias Weske
Automating data exchange in process choreographies. Inf. Syst. 53 (2015)
Xixi Lu, Marijn Nagelkerke, Dennis van de Wiel, Dirk Fahland
Discovering Interacting Artifacts from ERP Systems. IEEE Trans. Serv. Comput. 8 (6) (2015)
Jakob Pinggera, Pnina Soffer, Dirk Fahland, Matthias Weidlich, Stefan Zugal, Barbara Weber, Hajo A. Reijers, Jan Mendling
Styles in business process modeling: an exploration and a model. Softw. Syst. Model. 14 (3) (2015)
Jan Claes, Irene T. P. Vanderfeesten, Hajo A. Reijers, Jakob Pinggera, Matthias Weidlich, Stefan Zugal, Dirk Fahland, Barbara Weber, Jan Mendling, Geert Poels
Tying Process Model Quality to the Modeling Process: The Impact of Structuring, Movement, and Speed. CoRR (2015)
Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
Using Life Cycle Information in Process Discovery. Business Process Management Workshops (2015)
Niels Lohmann, Dirk Fahland
Where Did I Go Wrong? - Explaining Errors in Business Process Models. BPM (2014)
Artem Polyvyanyy, Luciano García-Bañuelos, Dirk Fahland, Mathias Weske
Maximal Structuring of Acyclic Process Models. Comput. J. 57 (1) (2014)
Xixi Lu, Dirk Fahland, Wil M. P. van der Aalst
Conformance Checking Based on Partially Ordered Event Data. Business Process Management Workshops (2014)
Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
Process and Deviation Exploration with Inductive Visual Miner. BPM (Demos) (2014)
Andreas Meyer, Luise Pufahl, Kimon Batoulis, Sebastian Kruse, Thorben Lindhauer, Thomas Stoff, Dirk Fahland, Mathias Weske
Automating Data Exchange in Process Choreographies. CAiSE (2014)
Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
Exploring Processes and Deviations. Business Process Management Workshops (2014)
Jakob Pinggera, Pnina Soffer, Dirk Fahland, Matthias Weidlich, Stefan Zugal, Barbara Weber, Hajo A. Reijers, Jan Mendling
Styles in business process modeling: an exploration and a model (extended abstract). EMISA Forum 34 (1) (2014)
Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
Discovering Block-Structured Process Models from Incomplete Event Logs. Petri Nets (2014)
Xixi Lu, Ronny Mans, Dirk Fahland, Wil M. P. van der Aalst
Conformance checking in healthcare based on partially ordered event data. ETFA (2014)
Elham Ramezani Taghiabadi, Vladimir Gromov, Dirk Fahland, Wil M. P. van der Aalst
Compliance Checking of Data-Aware and Resource-Aware Compliance Requirements. OTM Conferences (2014)
Elham Ramezani, Dirk Fahland, Wil M. P. van der Aalst
Supporting Domain Experts to Select and Configure Precise Compliance Rules. Business Process Management Workshops (2013)
Andreas Meyer, Luise Pufahl, Dirk Fahland, Mathias Weske
Enacting Complex Data Dependencies from Activity-Centric Business Process Models. BPM (Demos) (2013)
Elham Ramezani Taghiabadi, Dirk Fahland, Boudewijn F. van Dongen, Wil M. P. van der Aalst
Diagnostic Information for Compliance Checking of Temporal Compliance Requirements. CAiSE (2013)
Andreas Meyer, Luise Pufahl, Dirk Fahland, Mathias Weske
Modeling and Enacting Complex Data Dependencies in Business Processes. BPM (2013)
Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour. Business Process Management Workshops (2013)
Dirk Fahland, David Lo, Shahar Maoz
Mining branching-time scenarios. ASE (2013)
Dirk Fahland, Amir Kantor
Synthesizing Decentralized Components from a Variant of Live Sequence Charts. MODELSWARD (2013)
Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst
Discovering Block-Structured Process Models from Event Logs - A Constructive Approach. Petri Nets (2013)
Christian Gierds, Dirk Fahland
Discovering Pattern-Based Mediator Services from Communication Logs. ICSOC Workshops (2013)
Michael Westergaard, Dirk Fahland, Christian Stahl
Grade/CPN: A Tool and Temporal Logic for Testing Colored Petri Net Models in Teaching. Trans. Petri Nets Other Model. Concurr. 8 (2013)
Viara Popova, Dirk Fahland, Marlon Dumas
Artifact Lifecycle Discovery CoRR (2013)
Dirk Fahland, Wil M. P. van der Aalst
Simplifying discovered process models in a controlled manner. Inf. Syst. 38 (4) (2013)
Dirk Fahland, Christian Gierds
Analyzing and Completing Middleware Designs for Enterprise Integration Using Coloured Petri Nets. CAiSE (2013)
Jakob Pinggera, Pnina Soffer, Stefan Zugal, Barbara Weber, Matthias Weidlich, Dirk Fahland, Hajo A. Reijers, Jan Mendling
Modeling Styles in Business Process Modeling. BMMDS/EMMSAD (2012)

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Publication Activity (10 Years)

Top Topics

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Dirk Fahland