Boudewijn F. van Dongen

Orcid: 0000-0002-3978-6464

Affiliations:
  • Eindhoven University of Technology, Department of Mathematics and Computer Science, The Netherlands


According to our database1, Boudewijn F. van Dongen authored at least 139 papers between 2002 and 2024.

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

Timeline

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Bibliography

2024
Assessing Process Mining Techniques: a Ground Truth Approach.
Proceedings of the 6th International Conference on Process Mining, 2024

Online Prediction Threshold Optimization Under Semi-deferred Labelling.
Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, 2024

Conformance Checking with Model Projections - Rethinking Log-Model Alignments for Processes with Interacting Objects.
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2024

2023
Explainable conformance checking: Understanding patterns of anomalous behavior.
Eng. Appl. Artif. Intell., November, 2023

Conformance checking of process event streams with constraints on data retention.
Inf. Syst., July, 2023

Identifying the Context of Data Usage to Diagnose Privacy Issues through Process Mining.
Trans. Data Priv., May, 2023

Exact and Approximated Log Alignments for Processes with Inter-case Dependencies.
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2023

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

Selected Papers of BPM 2019 - Editorial to the Special Issue.
Inf. Syst., 2022

Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones.
Inf. Syst., 2022

Clustering-based Aggregations for Prediction in Event Streams.
CoRR, 2022

Efficient memory utilization in conformance checking of process event streams.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

What averages do not tell: predicting real life processes with sequential deep learning.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Detecting Complex Anomalous Behaviors in Business Processes: A Multi-perspective Conformance Checking Approach.
Proceedings of the Process Mining Workshops, 2022

BitBooster: Effective Approximation of Distance Metrics via Binary Operations.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Aligning Event Logs to Resource-Constrained ν-Petri Nets.
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2022

An Association Rule Mining-Based Framework for the Discovery of Anomalous Behavioral Patterns.
Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

Conformance Checking: Foundations, Milestones and Challenges.
Proceedings of the Process Mining Handbook, 2022

2021
Conformance checking of mixed-paradigm process models.
Inf. Syst., 2021

Prefix Imputation of Orphan Events in Event Stream Processing.
Frontiers Big Data, 2021

A Framework for Efficient Memory Utilization in Online Conformance Checking.
CoRR, 2021

Special issue on business process intelligence.
Computing, 2021

Online Prediction of Aggregated Retailer Consumer Behaviour.
Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Detecting Privacy, Data and Control-Flow Deviations in Business Processes.
Proceedings of the Intelligent Information Systems - CAiSE Forum 2021, Melbourne, VIC, Australia, June 28, 2021

Conformance Checking: A Systemic View.
Proceedings of the Business Process Management Workshops, 2021

2020
Scalable Discovery of Hybrid Process Models in a Cloud Computing Environment.
IEEE Trans. Serv. Comput., 2020

Enabling efficient process mining on large data sets: realizing an in-database process mining operator.
Distributed Parallel Databases, 2020

Why Did My Consumer Shop? Learning an Efficient Distance Metric for Retailer Transaction Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Data Minimisation as Privacy and Trust Instrument in Business Processes.
Proceedings of the Business Process Management Workshops, 2020

2019
A Tour in Process Mining: From Practice to Algorithmic Challenges.
Trans. Petri Nets Other Model. Concurr., 2019

Online conformance checking: relating event streams to process models using prefix-alignments.
Int. J. Data Sci. Anal., 2019

Improving Alignment Computation using Model-based Preprocessing.
Proceedings of the International Conference on Process Mining, 2019

A General Framework to Identify Software Components from Execution Data.
Proceedings of the 14th International Conference on Evaluation of Novel Approaches to Software Engineering, 2019

Actionable Conformance Checking: From Intuitions to Code.
Proceedings of the Big Data Management and Analytics - 9th European Summer School, 2019

2018
Computing Alignments of Event Data and Process Models.
Trans. Petri Nets Other Model. Concurr., 2018

Event stream-based process discovery using abstract representations.
Knowl. Inf. Syst., 2018

Native Directly Follows Operator.
CoRR, 2018

Discovering workflow nets using integer linear programming.
Computing, 2018

Similarity resonance for improving process model matching accuracy.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Component interface identification and behavioral model discovery from software execution data.
Proceedings of the 26th Conference on Program Comprehension, 2018

A general framework to detect behavioral design patterns.
Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

Detecting Behavioral Design Patterns from Software Execution Data.
Proceedings of the Evaluation of Novel Approaches to Software Engineering, 2018

A Framework to Support Behavioral Design Pattern Detection from Software Execution Data.
Proceedings of the 13th International Conference on Evaluation of Novel Approaches to Software Engineering, 2018

A Native Operator for Process Discovery.
Proceedings of the Database and Expert Systems Applications, 2018

Efficiently Computing Alignments - Algorithm and Datastructures.
Proceedings of the Business Process Management Workshops, 2018

Efficiently Computing Alignments - Using the Extended Marking Equation.
Proceedings of the Business Process Management - 16th International Conference, 2018

Online Conformance Checking Using Behavioural Patterns.
Proceedings of the Business Process Management - 16th International Conference, 2018

Maximizing Synchronization for Aligning Observed and Modelled Behaviour.
Proceedings of the Business Process Management - 16th International Conference, 2018

Conformance Checking - Relating Processes and Models
Springer, ISBN: 978-3-319-99413-0, 2018

2017
Discovering Relaxed Sound Workflow Nets using Integer Linear Programming.
CoRR, 2017

Alignment-Based Trace Clustering.
Proceedings of the Conceptual Modeling - 36th International Conference, 2017

Efficient Event Correlation over Distributed Systems.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

Discovering Social Networks Instantly: Moving Process Mining Computations to the Database and Data Entry Time.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2017

Aligning Modeled and Observed Behavior: A Compromise Between Computation Complexity and Quality.
Proceedings of the Advanced Information Systems Engineering, 2017

Discovering Hierarchical Consolidated Models from Process Families.
Proceedings of the Advanced Information Systems Engineering, 2017

Recurrent Process Mining with Live Event Data.
Proceedings of the Business Process Management Workshops, 2017

Business Process Comparison: A Methodology and Case Study.
Proceedings of the Business Information Systems - 20th International Conference, 2017

Tuning Alignment Computation: An Experimental Evaluation.
Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data 2017 Satellite event of the conferences: 38th International Conference on Application and Theory of Petri Nets and Concurrency Petri Nets 2017 and 17th International Conference on Application of Concurrency to System Design ACSD 2017, 2017

2016
Alignment-based Quality Metrics in Conformance Checking.
EMISA Forum, 2016

Component behavior discovery from software execution data.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

DB-XES: Enabling Process Discovery in the Large.
Proceedings of the Data-Driven Process Discovery and Analysis, 2016

Accelerating Process Mining using Relational Databases.
Proceedings of the 6th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2016), 2016

Online Discovery of Cooperative Structures in Business Processes.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Conferences, 2016

Detecting Drift from Event Streams of Unpredictable Business Processes.
Proceedings of the Conceptual Modeling - 35th International Conference, 2016

Alignment-based Quality Metrics in Conformance Checking (Summary).
Proceedings of the 7th International Workshop on Enterprise Modeling and Information Systems Architectures, 2016

A Unified Approach for Measuring Precision and Generalization Based on Anti-alignments.
Proceedings of the Business Process Management - 14th International Conference, 2016

2015
Measuring precision of modeled behavior.
Inf. Syst. E Bus. Manag., 2015

Relational XES: Data Management for Process Mining.
Proceedings of the CAiSE 2015 Forum at the 27th International Conference on Advanced Information Systems Engineering co-located with 27th International Conference on Advanced Information Systems Engineering (CAiSE 2015), 2015

Avoiding Over-Fitting in ILP-Based Process Discovery.
Proceedings of the Business Process Management - 13th International Conference, 2015

Know What You Stream: Generating Event Streams from CPN Models in ProM 6.
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015

ILP-Based Process Discovery Using Hybrid Regions.
Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data, 2015

2014
Quality Dimensions in Process Discovery: The Importance of Fitness, Precision, Generalization and Simplicity.
Int. J. Cooperative Inf. Syst., 2014

Data Streams in ProM 6: A Single-node Architecture.
Proceedings of the BPM Demo Sessions 2014 Co-located with the 12th International Conference on Business Process Management (BPM 2014), 2014

Genetic Process Mining: Alignment-Based Process Model Mutation.
Proceedings of the Business Process Management Workshops, 2014

2013
Discovering Petri Nets from Event Logs.
Trans. Petri Nets Other Model. Concurr., 2013

Privacy Analysis of User Behavior Using Alignments.
it Inf. Technol., 2013

Controlling Break-the-Glass through Alignment.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

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

Report: Business Process Intelligence Challenge 2013.
Proceedings of the Business Process Management Workshops, 2013

Discovering and Navigating a Collection of Process Models Using Multiple Quality Dimensions.
Proceedings of the Business Process Management Workshops, 2013

Mining Configurable Process Models from Collections of Event Logs.
Proceedings of the Business Process Management - 11th International Conference, 2013

Measuring Similarity between Business Process Models.
Proceedings of the Seminal Contributions to Information Systems Engineering, 2013

A Short Survey on Process Model Similarity.
Proceedings of the Seminal Contributions to Information Systems Engineering, 2013

2012
Replaying history on process models for conformance checking and performance analysis.
WIREs Data Mining Knowl. Discov., 2012

Aggregating Causal Runs into Workflow Nets.
Trans. Petri Nets Other Model. Concurr., 2012

Improving Business Process Models Using Observed Behavior.
Proceedings of the Data-Driven Process Discovery and Analysis, 2012

On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012

A genetic algorithm for discovering process trees.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

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

Alignment Based Precision Checking.
Proceedings of the Business Process Management Workshops, 2012

Data- and Resource-Aware Conformance Checking of Business Processes.
Proceedings of the Business Information Systems - 15th International Conference, 2012

2011
Similarity of business process models: Metrics and evaluation.
Inf. Syst., 2011

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

Towards Improving the Representational Bias of Process Mining.
Proceedings of the Data-Driven Process Discovery and Analysis, 2011

Conformance Checking Using Cost-Based Fitness Analysis.
Proceedings of the 15th IEEE International Enterprise Distributed Object Computing Conference, 2011

Causal Nets: A Modeling Language Tailored towards Process Discovery.
Proceedings of the CONCUR 2011 - Concurrency Theory - 22nd International Conference, 2011

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

Towards Cross-Organizational Process Mining in Collections of Process Models and Their Executions.
Proceedings of the Business Process Management Workshops, 2011


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

Cost-Based Fitness in Conformance Checking.
Proceedings of the 11th International Conference on Application of Concurrency to System Design, 2011

2010
Process mining: a two-step approach to balance between underfitting and overfitting.
Softw. Syst. Model., 2010

XES Tools.
Proceedings of the CAiSE Forum 2010, Hammamet, Tunisia, June 9-11, 2010, 2010

XES, XESame, and ProM 6.
Proceedings of the Information Systems Evolution, 2010

ProM 6: The Process Mining Toolkit.
Proceedings of the Business Process Management 2010 Demonstration Track, 2010

Towards Robust Conformance Checking.
Proceedings of the Business Process Management Workshops, 2010

Performance Analysis of Business Process Models with Advanced Constructs.
Proceedings of the Australasian Conference on Information Systems, 2010

2009
Process Mining: Overview and Outlook of Petri Net Discovery Algorithms.
Trans. Petri Nets Other Model. Concurr., 2009

Process Discovery using Integer Linear Programming.
Fundam. Informaticae, 2009

Process Mining: Fuzzy Clustering and Performance Visualization.
Proceedings of the Business Process Management Workshops, 2009

ProM: The Process Mining Toolkit.
Proceedings of the Business Process Management Demonstration Track (BPMDemos 2009), 2009

2008
Translating Message Sequence Charts to other Process Languages Using Process Mining.
Trans. Petri Nets Other Model. Concurr., 2008

Getting rid of OR-joins and multiple start events in business process models.
Enterp. Inf. Syst., 2008

Detection and prediction of errors in EPCs of the SAP reference model.
Data Knowl. Eng., 2008

Cycle Time Prediction: When Will This Case Finally Be Finished?.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008, 2008

Measuring Similarity between Business Process Models.
Proceedings of the Advanced Information Systems Engineering, 20th International Conference, 2008

Supporting Flexible Processes through Recommendations Based on History.
Proceedings of the Business Process Management, 6th International Conference, 2008

2007
Business process mining: An industrial application.
Inf. Syst., 2007

Verification of the SAP reference models using EPC reduction, state-space analysis, and invariants.
Comput. Ind., 2007

Process Mining Framework for Software Processes.
Proceedings of the Software Process Dynamics and Agility, 2007

On the Degree of Behavioral Similarity between Business Process Models.
Proceedings of the 6. Workshop der Gesellschaft für Informatik e.V. (GI) und Treffen ihres Arbeitskreises "Geschäftsprozessmanagement mit Ereignisgesteuerten Prozessketten (WI-EPK)" St. Augustin, Deutschland, 29. November, 2007

Getting Rid of the OR-Join in Business Process Models.
Proceedings of the 11th IEEE International Enterprise Distributed Object Computing Conference (EDOC 2007), 2007

Process Mining Based on Clustering: A Quest for Precision.
Proceedings of the Business Process Management Workshops, 2007

ProM 4.0: Comprehensive Support for <i>Real</i> Process Analysis.
Proceedings of the Petri Nets and Other Models of Concurrency, 2007

2006
Integration of EPC-related Tools with ProM.
Proceedings of the 5. Workshop der Gesellschaft für Informatik e.V. (GI) und Treffen ihres Arbeitskreises "Geschäftsprozessmanagement mit Ereignisgesteuerten Prozessketten (WI-EPK)", Wien, 30. November, 2006

Structural Patterns for Soundness of Business Process Models.
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006

Interoperability in the ProM Framework.
Proceedings of the EMOI, 2006

Faulty EPCs in the SAP Reference Model.
Proceedings of the Business Process Management, 4th International Conference, 2006

2005
Process Mining and Verification of Properties: An Approach Based on Temporal Logic.
Proceedings of the On the Move to Meaningful Internet Systems 2005: CoopIS, 2005

EPC Verification in the ARIS for MySAP reference model database.
Proceedings of the 4. Workshop der Gesellschaft für Informatik e.V. (GI) und Treffen ihres Arbeitskreises "Geschäftsprozessmanagement mit Ereignisgesteuerten Prozessketten (WI-EPK)" Hamburg, 2005

Verification of EPCs: Using Reduction Rules and Petri Nets.
Proceedings of the Advanced Information Systems Engineering, 17th International Conference, 2005

A Meta Model for Process Mining Data.
Proceedings of the EMOI, 2005

Verification of SAP Reference Models.
Proceedings of the Business Process Management, 3rd International Conference, 2005

The ProM Framework: A New Era in Process Mining Tool Support.
Proceedings of the Applications and Theory of Petri Nets 2005, 2005

2004
Multi-phase Process Mining: Building Instance Graphs.
Proceedings of the Conceptual Modeling, 2004

Process Mining for Ubiquitous Mobile Systems: An Overview and a Concrete Algorithm.
Proceedings of the Ubiquitous Mobile Information and Collaboration Systems, 2004

EMiT: A Process Mining Tool.
Proceedings of the Applications and Theory of Petri Nets 2004, 2004

2003
Workflow mining: A survey of issues and approaches.
Data Knowl. Eng., 2003

2002
Discovering Workflow Performance Models from Timed Logs.
Proceedings of the Engineering and Deployment of Cooperative Information Systems, 2002


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