Dirk Fahland

Orcid: 0000-0002-1993-9363

Affiliations:
  • Eindhoven Univesity of Technology, The Netherlands


According to our database1, Dirk Fahland authored at least 126 papers between 2005 and 2024.

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Bibliography

2024
Towards a Simple and Extensible Standard for Object-Centric Event Data (OCED) - Core Model, Design Space, and Lessons Learned.
CoRR, 2024

WISE: Unraveling Business Process Metrics with Domain Knowledge.
CoRR, 2024

Challenges of Anomaly Detection in the Object-Centric Setting: Dimensions and the Role of Domain Knowledge.
CoRR, 2024

How well can large language models explain business processes?
CoRR, 2024

Decomposing Process Performance based on Actor Behavior.
Proceedings of the 6th International Conference on Process Mining, 2024

Discovery of Object-Centric Declarative Models.
Proceedings of the 6th International Conference on Process Mining, 2024

Multi-perspective Concept Drift Detection: Including the Actor Perspective.
Proceedings of the Advanced Information Systems Engineering, 2024

Explainable Object-Centric Anomaly Detection: the Role of Domain Knowledge.
Proceedings of the Best Dissertation Award, 2024

2023
Process Mined from Jira Issues at a Large Company.
Dataset, August, 2023

Supervised learning of process discovery techniques using graph neural networks.
Inf. Syst., May, 2023

AI-augmented Business Process Management Systems: A Research Manifesto.
ACM Trans. Manag. Inf. Syst., March, 2023

Chit-Chat or Deep Talk: Prompt Engineering for Process Mining.
CoRR, 2023

Why are my Pizzas late?
Proceedings of the 2nd International Workshop on Process Management in the AI Era (PMAI 2023) co-located with 31st International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023

Process Mining from Jira Issues at a Large Company.
Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2023

Object-Centric Process Mining (and more) using a Graph-Based Approach with PromG.
Proceedings of the Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023), 2023

Implementing Object-Centric Event Data Models in Event Knowledge Graphs.
Proceedings of the Process Mining Workshops, 2023

Event Knowledge Graphs for Auditing: A Case Study.
Proceedings of the Process Mining Workshops, 2023

Generating event logs with CPN IDE.
Proceedings of the Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023), 2023

Inferring Missing Entity Identifiers from Context Using Event Knowledge Graphs.
Proceedings of the Business Process Management - 21st International Conference, 2023

The Interplay Between High-Level Problems and the Process Instances that Give Rise to Them.
Proceedings of the Business Process Management Forum, 2023

2022
Defining Meaningful Local Process Models.
Trans. Petri Nets Other Model. Concurr., 2022

Special issue: BPM 2020 Selected Papers in Foundations and Engineering.
Inf. Syst., 2022

Extracting and Pre-Processing Event Logs.
CoRR, 2022

Augmented Business Process Management Systems: A Research Manifesto.
CoRR, 2022

Aggregating Event Knowledge Graphs for Task Analysis.
Proceedings of the Process Mining Workshops, 2022

Discover Context-Rich Local Process Models (Extended Abstract).
Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), 2022

Multi-dimensional Process Analysis.
Proceedings of the Business Process Management - 20th International Conference, 2022

Process Mining over Multiple Behavioral Dimensions with Event Knowledge Graphs.
Proceedings of the Process Mining Handbook, 2022

2021
Multi-Dimensional Event Data in Graph Databases.
J. Data Semant., 2021

Inferring Unobserved Events in Systems with Shared Resources and Queues.
Fundam. Informaticae, 2021

Process Mining for Six Sigma.
Bus. Inf. Syst. Eng., 2021

Process Discovery Using Graph Neural Networks.
Proceedings of the 3rd International Conference on Process Mining, 2021

Striking a new Balance in Accuracy and Simplicity with the Probabilistic Inductive Miner.
Proceedings of the 3rd International Conference on Process Mining, 2021

Classifying and Detecting Task Executions and Routines in Processes Using Event Graphs.
Proceedings of the Business Process Management Forum, 2021

Automatische Prozessaufnahme mit Process Discovery.
Proceedings of the Prozessmanagement und Process-Mining - Grundlagen., 2021

Process-Mining: Prozessanalyse mit Ereignisdaten.
Proceedings of the Prozessmanagement und Process-Mining - Grundlagen., 2021

2020
Information-preserving abstractions of event data in process mining.
Knowl. Inf. Syst., 2020

Scalable alignment of process models and event logs: An approach based on automata and S-components.
Inf. Syst., 2020

Detecting System-Level Behavior Leading To Dynamic Bottlenecks.
Proceedings of the 2nd International Conference on Process Mining, 2020

Identifying and Reducing Errors in Remaining Time Prediction due to Inter-Case Dynamics.
Proceedings of the 2nd International Conference on Process Mining, 2020

Multi-Dimensional Performance Analysis and Monitoring Using Integrated Performance Spectra.
Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM 2020), 2020

Repairing Event Logs with Missing Events to Support Performance Analysis of Systems with Shared Resources.
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2020

Visualizing Token Flows Using Interactive Performance Spectra.
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2020

2019
Artifact-Centric Process Mining.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Predictive Performance Monitoring of Material Handling Systems Using the Performance Spectrum.
Proceedings of the International Conference on Process Mining, 2019

Performance Mining for Batch Processing Using the Performance Spectrum.
Proceedings of the Business Process Management Workshops, 2019

Storing and Querying Multi-dimensional Process Event Logs Using Graph Databases.
Proceedings of the Business Process Management Workshops, 2019

Describing Behavior of Processes with Many-to-Many Interactions.
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2019

Petri's Understanding of Nets.
Proceedings of the Carl Adam Petri: Ideas, Personality, Impact, 2019

2018
Scalable process discovery and conformance checking.
Softw. Syst. Model., 2018

Dynamic skipping and blocking, dead path elimination for cyclic workflows, and a local semantics for inclusive gateways.
Inf. Syst., 2018

The imprecisions of precision measures in process mining.
Inf. Process. Lett., 2018

Dynamic Skipping and Blocking and Dead Path Elimination for Cyclic Workflows.
EMISA Forum, 2018

Linking data and process perspectives for conformance analysis.
Comput. Secur., 2018

Unbiased, Fine-Grained Description of Processes Performance from Event Data.
Proceedings of the Business Process Management - 16th International Conference, 2018

The Performance Spectrum Miner: Visual Analytics for Fine-Grained Performance Analysis of Processes.
Proceedings of the Dissertation Award, 2018

Who Is Behind the Model? Classifying Modelers Based on Pragmatic Model Features.
Proceedings of the Business Process Management - 16th International Conference, 2018

2017
Evaluating data-centric process approaches: Does the human factor factor in?
Softw. Syst. Model., 2017

A Conceptual Framework for Understanding Event Data Quality for Behavior Analysis.
Proceedings of the 9th Central European Workshop on Services and their Composition (ZEUS 2017), 2017

Semi-supervised Log Pattern Detection and Exploration Using Event Concurrence and Contextual Information.
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

A Visualization of Human Physical Risks in Manufacturing Processes Using BPMN.
Proceedings of the Business Process Management Workshops, 2017

2016
Discovering Interacting Artifacts from ERP Systems (Extended Abstract).
EMISA Forum, 2016

Automating Data Exchange in Process Choreographies (Extended Abstract).
Proceedings of the 7th International Workshop on Enterprise Modeling and Information Systems Architectures, 2016

Handling Duplicated Tasks in Process Discovery by Refining Event Labels.
Proceedings of the Business Process Management - 14th International Conference, 2016

Interactively Exploring Logs and Mining Models with Clustering, Filtering, and Relabeling.
Proceedings of the BPM Demo Track 2016 Co-located with the 14th International Conference on Business Process Management (BPM 2016), 2016

2015
Discovering Interacting Artifacts from ERP Systems.
IEEE Trans. Serv. Comput., 2015

Styles in business process modeling: an exploration and a model.
Softw. Syst. Model., 2015

The relationship between workflow graphs and free-choice workflow nets.
Inf. Syst., 2015

Model repair - aligning process models to reality.
Inf. Syst., 2015

Automating data exchange in process choreographies.
Inf. Syst., 2015

Artifact Lifecycle Discovery.
Int. J. Cooperative Inf. Syst., 2015

Scalable Process Discovery with Guarantees.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2015

Detecting Deviating Behaviors Without Models.
Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015

Using Life Cycle Information in Process Discovery.
Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015

2014
Styles in business process modeling: an exploration and a model (extended abstract).
EMISA Forum, 2014

Maximal Structuring of Acyclic Process Models.
Comput. J., 2014

Compliance Checking of Data-Aware and Resource-Aware Compliance Requirements.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

Conformance checking in healthcare based on partially ordered event data.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Automating Data Exchange in Process Choreographies.
Proceedings of the Advanced Information Systems Engineering, 2014

Conformance Checking Based on Partially Ordered Event Data.
Proceedings of the Business Process Management Workshops, 2014

Where Did I Go Wrong? - Explaining Errors in Business Process Models.
Proceedings of the Business Process Management - 12th International Conference, 2014

Exploring Processes and Deviations.
Proceedings of the Business Process Management Workshops, 2014

Process and Deviation Exploration with Inductive Visual Miner.
Proceedings of the BPM Demo Sessions 2014 Co-located with the 12th International Conference on Business Process Management (BPM 2014), 2014

Discovering Block-Structured Process Models from Incomplete Event Logs.
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2014

2013
Grade/CPN: A Tool and Temporal Logic for Testing Colored Petri Net Models in Teaching.
Trans. Petri Nets Other Model. Concurr., 2013

Simplifying discovered process models in a controlled manner.
Inf. Syst., 2013

Synthesizing Decentralized Components from a Variant of Live Sequence Charts.
Proceedings of the MODELSWARD 2013 - Proceedings of the 1st International Conference on Model-Driven Engineering and Software Development, Barcelona, Spain, 19, 2013

Mining branching-time scenarios.
Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering, 2013

Discovering Pattern-Based Mediator Services from Communication Logs.
Proceedings of the Service-Oriented Computing - ICSOC 2013 Workshops, 2013

Diagnostic Information for Compliance Checking of Temporal Compliance Requirements.
Proceedings of the Advanced Information Systems Engineering, 2013

Analyzing and Completing Middleware Designs for Enterprise Integration Using Coloured Petri Nets.
Proceedings of the Advanced Information Systems Engineering, 2013

Supporting Domain Experts to Select and Configure Precise Compliance Rules.
Proceedings of the Business Process Management Workshops, 2013

Enacting Complex Data Dependencies from Activity-Centric Business Process Models.
Proceedings of the BPM Demo sessions 2013, Beijing, China, August 26-30, 2013, 2013

Modeling and Enacting Complex Data Dependencies in Business Processes.
Proceedings of the Business Process Management - 11th International Conference, 2013

Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour.
Proceedings of the Business Process Management Workshops, 2013

Discovering Block-Structured Process Models from Event Logs - A Constructive Approach.
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2013

2012
Modeling Styles in Business Process Modeling.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2012

Where Did I Misbehave? Diagnostic Information in Compliance Checking.
Proceedings of the Business Process Management - 10th International Conference, 2012

Automatic Discovery of Data-Centric and Artifact-Centric Processes.
Proceedings of the Business Process Management Workshops, 2012

Information Flow Security for Business Process Models - just one click away.
Proceedings of the Demonstration Track of the 10th International Conference on Business Process Management (BPM 2012), 2012

Repairing Process Models to Reflect Reality.
Proceedings of the Business Process Management - 10th International Conference, 2012

Tying Process Model Quality to the Modeling Process: The Impact of Structuring, Movement, and Speed.
Proceedings of the Business Process Management - 10th International Conference, 2012

Grade/CPN: Semi-automatic Support for Teaching Petri Nets by Checking Many Petri Nets Against One Specification.
Proceedings of the International Workshop on Petri Nets and Software Engineering, 2012

Data and Abstraction for Scenario-Based Modeling with Petri Nets.
Proceedings of the Application and Theory of Petri Nets - 33rd International Conference, 2012

2011
Analysis on demand: Instantaneous soundness checking of industrial business process models.
Data Knowl. Eng., 2011

Many-to-Many: Some Observations on Interactions in Artifact Choreographies.
Proceedings of the 3rd Central-European Workshop on Services and their Composition, 2011

Separating Compliance Management and Business Process Management.
Proceedings of the Business Process Management Workshops, 2011

Tracing the Process of Process Modeling with Modeling Phase Diagrams.
Proceedings of the Business Process Management Workshops, 2011

Conformance Checking of Interacting Processes with Overlapping Instances.
Proceedings of the Business Process Management - 9th International Conference, 2011

Simplifying Mined Process Models: An Approach Based on Unfoldings.
Proceedings of the Business Process Management - 9th International Conference, 2011


Behavioral Conformance of Artifact-Centric Process Models.
Proceedings of the Business Information Systems - 14th International Conference, 2011

2010
From scenarios to components.
PhD thesis, 2010

How the Structuring of Domain Knowledge Helps Casual Process Modelers.
Proceedings of the Conceptual Modeling, 2010

The Impact of Sequential and Circumstantial Changes on Process Models.
Proceedings of the 1st International Workshop on Empirical Research in Process-Oriented Information Systems, 2010

Scenario-based process modeling with Greta.
Proceedings of the Business Process Management 2010 Demonstration Track, 2010

2009
A scenario is a behavioral view - Orchestrating services by scenario integration.
Proceedings of the 1st Central-European Workshop on Services and their Composition, 2009

Declarative versus Imperative Process Modeling Languages: The Issue of Understandability.
Proceedings of the Enterprise, 2009

Declarative versus Imperative Process Modeling Languages: The Issue of Maintainability.
Proceedings of the Business Process Management Workshops, 2009

Instantaneous Soundness Checking of Industrial Business Process Models.
Proceedings of the Business Process Management, 7th International Conference, 2009

2008
Towards Process Models for Disaster Response.
Proceedings of the Business Process Management Workshops, 2008

Oclets - Scenario-Based Modeling with Petri Nets.
Proceedings of the 15th German Workshop on Algorithms and Tools for Petri Nets, 2008

2007
Towards Analyzing Declarative Workflows.
Proceedings of the Autonomous and Adaptive Web Services, 04.02. - 09.02.2007, 2007

Services as a Paradigm of Computation.
Proceedings of the Formal Methods and Hybrid Real-Time Systems, 2007

2006
Analysis Techniques for Service Models.
Proceedings of the Leveraging Applications of Formal Methods, 2006

2005
ASM-based Semantics for BPEL: The Negative Control Flow.
Proceedings of the 12th International Workshop on Abstract State Machines, 2005


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