Remco M. Dijkman

Orcid: 0000-0003-4083-0036

Affiliations:
  • Eindhoven University of Technology, Netherlands


According to our database1, Remco M. Dijkman authored at least 118 papers between 2001 and 2024.

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

Timeline

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Bibliography

2024
Zero-shot Generalization in Inventory Management: Train, then Estimate and Decide.
CoRR, 2024

Resource Optimization in Business Processes.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2024

Optimizing Resource Allocation Policies in Real-World Business Processes Using Hybrid Process Simulation and Deep Reinforcement Learning.
Proceedings of the Business Process Management - 22nd International Conference, 2024

SimPN: A Python Library for Modeling and Simulating Timed, Colored Petri Nets.
Proceedings of the Best Dissertation Award, 2024

Uncovering Patterns for Local Explanations in Outcome-Based Predictive Process Monitoring.
Proceedings of the Business Process Management - 22nd International Conference, 2024

A Universal Approach to Feature Representation in Dynamic Task Assignment Problems.
Proceedings of the Business Process Management Forum, 2024

2023
Learning policies for resource allocation in business processes.
CoRR, 2023

Relational Graph Attention-Based Deep Reinforcement Learning: An Application to Flexible Job Shop Scheduling with Sequence-Dependent Setup Times.
Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

Uncovering the Hidden Significance of Activities Location in Predictive Process Monitoring.
Proceedings of the Process Mining Workshops, 2023

IMPresseD: Outcome-Oriented Interactive Multi-Interest Process Pattern Discovery Tool.
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

On-Demand and Model-Driven Case Building Based on Distributed Data Sources.
Proceedings of the Case-Based Reasoning Research and Development, 2023

Interactive Multi-interest Process Pattern Discovery.
Proceedings of the Business Process Management - 21st International Conference, 2023

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

Action-Evolution Petri Nets: A Framework for Modeling and Solving Dynamic Task Assignment Problems.
Proceedings of the Business Process Management - 21st International Conference, 2023

2022
Fast and accurate quantitative business process analysis using feature complete queueing models.
Inf. Syst., 2022

Enterprise Computing.
Inf. Syst., 2022

Encoding High-Level Control-Flow Construct Information for Process Outcome Prediction.
Proceedings of the 4th International Conference on Process Mining, 2022

Explanation of Anomalies in Business Process Event Logs with Linguistic Summaries.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Deep Reinforcement Learning for a Multi-Objective Online Order Batching Problem.
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

Process Querying Using Process Model Similarity.
Proceedings of the Process Querying Methods, 2022

2021
ProcessTransformer: Predictive Business Process Monitoring with Transformer Network.
CoRR, 2021

Solving the online batching problem using deep reinforcement learning.
Comput. Ind. Eng., 2021

Online Multimodal Transportation Planning using Deep Reinforcement Learning.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Tackling Uncertainty in Online Multimodal Transportation Planning Using Deep Reinforcement Learning.
Proceedings of the Computational Logistics - 12th International Conference, 2021

Resource Optimization in Business Processes.
Proceedings of the 25th IEEE International Enterprise Distributed Object Computing Conference, 2021

A Real-Time Method for Detecting Temporary Process Variants in Event Log Data.
Proceedings of the Business Process Management - 19th International Conference, 2021

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

Solving the Order Batching and Sequencing Problem using Deep Reinforcement Learning.
CoRR, 2020

Traceability Blockchain Prototype for Regulated Manufacturing Industries.
Proceedings of the IECC 2020: 2nd International Electronics Communication Conference, 2020

Predicting Remaining Useful Life with Similarity-Based Priors.
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

2019
BPMS-RA: A Novel Reference Architecture for Business Process Management Systems.
ACM Trans. Internet Techn., 2019

Business processes exceptions in relation to operational performance.
Bus. Process. Manag. J., 2019

The Business Process Management Game.
Proceedings of the Dissertation Award, 2019

2018
Native Directly Follows Operator.
CoRR, 2018

An Integrated View on the Future of Logistics and Information Technology.
CoRR, 2018

Complex Collaborative Physical Process Management: A Position on the Trinity of BPM, IoT and DA.
Proceedings of the Collaborative Networks of Cognitive Systems, 2018

Advanced Queueing Models for Quantitative Business Process Analysis.
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018

Quantitative Effects of Advanced Resource Constructs in Business Process Simulation.
Proceedings of the 22nd IEEE International Enterprise Distributed Object Computing Conference, 2018

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

Advanced Simulation of Resource Constructs in Business Process Models.
Proceedings of the Business Process Management Forum, 2018

2017
Generating process model collections.
Softw. Syst. Model., 2017

A systematic literature review on the architecture of business process management systems.
Inf. Syst., 2017

Linguistic summarization of event logs - A practical approach.
Inf. Syst., 2017

Correlation Miner: Mining Business Process Models and Event Correlations Without Case Identifiers.
Int. J. Cooperative Inf. Syst., 2017

Exceptions in Business Processes in Relation to Operational Performance.
CoRR, 2017

Relational Algebra for In-Database Process Mining.
CoRR, 2017

A method for improving the generation of linguistic summaries.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Properties that influence business process management maturity and its effect on organizational performance.
Inf. Syst. Frontiers, 2016

Business process architectures: overview, comparison and framework.
Enterp. Inf. Syst., 2016

Estimation and Characterization of Activity Duration in Business Processes.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

On the generation of useful linguistic summaries of sequences.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A Toolkit for Streaming Process Data Analysis.
Proceedings of the 20th IEEE International Enterprise Distributed Object Computing Workshop, 2016

2015
Measures of process harmonization.
Inf. Softw. Technol., 2015

Business models for the Internet of Things.
Int. J. Inf. Manag., 2015

Using Twitter to Predict Sales: A Case Study.
CoRR, 2015

Factors that Determine the Extent of Business Process Standardization and the Subsequent Effect on Business Performance.
Bus. Inf. Syst. Eng., 2015

A Software Architecture for Transportation Planning and Monitoring in a Collaborative Network.
Proceedings of the Risks and Resilience of Collaborative Networks, 2015

Correlation Mining: Mining Process Orchestrations Without Case Identifiers.
Proceedings of the Service-Oriented Computing - 13th International Conference, 2015

Linguistic summaries of process data.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

GET Controller and UNICORN: Event-driven Process Execution and Monitoring in Logistics.
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015

Towards a Methodology for the Engineering of Event-Driven Process Applications.
Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015

2014
Switching Parties in a Collaboration at Run-Time.
Proceedings of the 18th IEEE International Enterprise Distributed Object Computing Conference, 2014

A Case Study in Workflow Scheduling Driven by Log Data.
Proceedings of the Business Process Management Workshops, 2014

Generating Synthetic Process Model Collections with Properties of Labeled Real-Life Models.
Proceedings of the Asia Pacific Business Process Management, 2014

2013
Business Process Model Merging: An Approach to Business Process Consolidation.
ACM Trans. Softw. Eng. Methodol., 2013

A visual token-based formalization of BPMN 2.0 based on in-place transformations.
Inf. Softw. Technol., 2013

Automatic Extraction of Process Categories from Process Model Collections.
Proceedings of the Business Process Management Workshops, 2013

Optimal Resource Assignment in Workflows for Maximizing Cooperation.
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
Business process model repositories - Framework and survey.
Inf. Softw. Technol., 2012

Fast business process similarity search.
Distributed Parallel Databases, 2012

Behaviour Equivalence and Compatibility of Business Process Models with Complex Correspondences.
Comput. J., 2012

Managing large collections of business process models - Current techniques and challenges.
Comput. Ind., 2012

FNet: An Index for Advanced Business Process Querying.
Proceedings of the Business Process Management - 10th International Conference, 2012

Probabilistic Optimization of Semantic Process Model Matching.
Proceedings of the Business Process Management - 10th International Conference, 2012

Business Process Architecture: Use and Correctness.
Proceedings of the Business Process Management - 10th International Conference, 2012

2011
Human and automatic modularizations of process models to enhance their comprehension.
Inf. Syst., 2011

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

Identifying refactoring opportunities in process model repositories.
Inf. Softw. Technol., 2011

APROMORE: An advanced process model repository.
Expert Syst. Appl., 2011

Harmonization of Business Process Models.
Proceedings of the Business Process Management Workshops, 2011

Business Process Graphs: Similarity Search and Matching.
Proceedings of the Graph Data Management: Techniques and Applications., 2011

2010
Fast Business Process Similarity Search with Feature-Based Similarity Estimation.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2010, 2010

Merging Business Process Models.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2010, 2010

Managing Process Model Collections with AProMoRe.
Proceedings of the Service-Oriented Computing - 8th International Conference, 2010

Meronymy-Based Aggregation of Activities in Business Process Models.
Proceedings of the Conceptual Modeling, 2010

The ICoP Framework: Identification of Correspondences between Process Models.
Proceedings of the Advanced Information Systems Engineering, 22nd International Conference, 2010

An Evaluation of BPMN Modeling Tools.
Proceedings of the Business Process Modeling Notation - Second International Workshop, 2010

BPMN 2.0 Execution Semantics Formalized as Graph Rewrite Rules.
Proceedings of the Business Process Modeling Notation - Second International Workshop, 2010

Deciding Behaviour Compatibility of Complex Correspondences between Process Models.
Proceedings of the Business Process Management - 8th International Conference, 2010

The Business Process Modeling Notation.
Proceedings of the Modern Business Process Automation - YAWL and its Support Environment, 2010

2009
Petri Net Transformations for Business Processes - A Survey.
Trans. Petri Nets Other Model. Concurr., 2009

Similarity Search of Business Process Models.
IEEE Data Eng. Bull., 2009

Aligning Business Process Models.
Proceedings of the 13th IEEE International Enterprise Distributed Object Computing Conference, 2009

Graph Matching Algorithms for Business Process Model Similarity Search.
Proceedings of the Business Process Management, 7th International Conference, 2009

2008
Consistency in multi-viewpoint design of enterprise information systems.
Inf. Softw. Technol., 2008

Semantics and analysis of business process models in BPMN.
Inf. Softw. Technol., 2008

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

Diagnosing Differences between Business Process Models.
Proceedings of the Business Process Management, 6th International Conference, 2008

Transforming BPMN Diagrams into YAWL Nets.
Proceedings of the Business Process Management, 6th International Conference, 2008

2007
The adequacy of languages for representing interaction mechanisms.
Inf. Syst. Frontiers, 2007

A Classification of Differences between Similar BusinessProcesses.
Proceedings of the 11th IEEE International Enterprise Distributed Object Computing Conference (EDOC 2007), 2007

2006
Consistency in multi-viewpoint architectural design.
PhD thesis, 2006

Model-Driven Design, Refinement and Transformation of Abstract Interactions.
Int. J. Cooperative Inf. Syst., 2006

Towards Advanced Interaction Design Concepts.
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006

A Basis for Constructing and Evaluating Design Concepts.
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006

2005
Extending Profiles with Stereotypes for Composite Concepts.
Proceedings of the Model Driven Engineering Languages and Systems, 2005

An approach to relate business and application services using ISDL.
Proceedings of the Ninth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2005), 2005

Abstract Interactions and Interaction Refinement in Model-Driven Design.
Proceedings of the Ninth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2005), 2005

2004
Service-Oriented Design: A Multi-Viewpoint Approach.
Int. J. Cooperative Inf. Syst., 2004

Platform-Independent Modelling in MDA: Supporting Abstract Platforms.
Proceedings of the Model Driven Architecture, 2004

Methodological support for service-oriented design with ISDL.
Proceedings of the Service-Oriented Computing, 2004

A Rigorous Approach to Relate Enterprise and Computational Viewpoints.
Proceedings of the 8th International Enterprise Distributed Object Computing Conference (EDOC 2004), 2004

On the Notion of Abstract Platform in MDA Development.
Proceedings of the 8th International Enterprise Distributed Object Computing Conference (EDOC 2004), 2004

2003
An Approach to Relate Viewpoints and Modeling Languages.
Proceedings of the 7th International Enterprise Distributed Object Computing Conference (EDOC 2003), 2003

2001
Calculating with Concepts: a Technique for the Development of Business Process Support.
Proceedings of the Practical UML-Based Rigorous Development Methods, 2001


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