Marlon Dumas

Orcid: 0000-0002-9247-7476

Affiliations:
  • University of Tartu, Estonia


According to our database1, Marlon Dumas authored at least 391 papers between 1997 and 2025.

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

Timeline

Legend:

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Bibliography

2025
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior.
Inf. Syst., 2025

A framework for measuring the quality of business process simulation models.
Inf. Syst., 2025

Advances on data management systems.
Inf. Syst., 2025

2024
Discovery, simulation, and optimization of business processes with differentiated resources.
Inf. Syst., February, 2024

Evaluation datasets and results of the paper "A Framework for Measuring the Quality of Business Process Simulation Models".
Dataset, January, 2024

Automated generation of process simulation scenarios from declarative control-flow changes.
PeerJ Comput. Sci., 2024

Unveiling the causes of waiting time in business processes from event logs.
Inf. Syst., 2024

Enhancing business process simulation models with extraneous activity delays.
Inf. Syst., 2024

Efficient Online Computation of Business Process State From Trace Prefixes via N-Gram Indexing.
CoRR, 2024

Enhancing the Accuracy of Predictors of Activity Sequences of Business Processes.
Proceedings of the Research Challenges in Information Science, 2024

Discovery and Simulation of Data-Aware Business Processes.
Proceedings of the 6th International Conference on Process Mining, 2024

dynamik: A Tool for Performance Drift Detection in Business Processes.
Proceedings of the Doctoral Consortium and Demo Track 2024 at the International Conference on Process Mining 2024 co-located with the 6th International Conference on Process Mining (ICPM 2024), 2024

Optimos: A Tool for Simulation-Driven Business Process Optimization.
Proceedings of the Best Dissertation Award, 2024

Redesigning Business Processes to Reduce Waiting Times Using Large Language Models.
Proceedings of the Best Dissertation Award, 2024

LLM-Assisted Optimization of Waiting Time in Business Processes: A Prompting Method.
Proceedings of the Business Process Management - 22nd International Conference, 2024

Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring.
Proceedings of the Business Process Management - 22nd International Conference, 2024

2023
From process mining to augmented process execution.
Softw. Syst. Model., December, 2023

Evaluation datasets and results for the paper "Enhancing Business Process Simulation Models with Extraneous Activity Delays".
Dataset, December, 2023

Learning business process simulation models: A Hybrid process mining and deep learning approach.
Inf. Syst., July, 2023

Prescriptive process monitoring based on causal effect estimation.
Inf. Syst., June, 2023

Differentially private release of event logs for process mining.
Inf. Syst., May, 2023

The biggest business process management problems to solve before we die.
Comput. Ind., April, 2023

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

Evaluation datasets and results of the paper "Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models".
Dataset, March, 2023

Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach.
CoRR, 2023

Discovery of Improvement Opportunities in Knock-Out Checks of Business Processes.
Proceedings of the Research Challenges in Information Science: Information Science and the Connected World, 2023

Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes.
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

Discovery and Simulation of Business Processes with Probabilistic Resource Availability Calendars.
Proceedings of the 5th International Conference on Process Mining, 2023

Kronos: Discovery and Analysis of Waiting Time Causes.
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

Kairos: A Tool for Prescriptive Monitoring of Business Processes.
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

Why Am I Waiting? Data-Driven Analysis of Waiting Times in Business Processes.
Proceedings of the Advanced Information Systems Engineering, 2023

Design and Evaluation of a User Interface Concept for Prescriptive Process Monitoring.
Proceedings of the Advanced Information Systems Engineering, 2023

Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning.
Proceedings of the Advanced Information Systems Engineering, 2023

Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models.
Proceedings of the Business Process Management - 21st International Conference, 2023

2022
Evaluation datasets and results for the paper "Enhancing Business Process Simulation Models with Extraneous Activity Delays".
Dataset, June, 2022

Evaluation datasets and results for the paper "Enhancing Business Process Simulation Models with Extraneous Activity Delays".
Dataset, June, 2022

Evaluation datasets and results for the paper "Modeling Extraneous Activity Delays in Business Process Simulation".
Dataset, June, 2022

Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach.
IEEE Trans. Knowl. Data Eng., 2022

Multi-level privacy analysis of business processes: the Pleak toolset.
Int. J. Softw. Tools Technol. Transf., 2022

Prescriptive process monitoring: <i>Quo vadis</i>?
PeerJ Comput. Sci., 2022

Fire now, fire later: alarm-based systems for prescriptive process monitoring.
Knowl. Inf. Syst., 2022

Efficient edge filtering of directly-follows graphs for process mining.
Inf. Sci., 2022

Controlled flexibility in blockchain-based collaborative business processes.
Inf. Syst., 2022

Discovering data transfer routines from user interaction logs.
Inf. Syst., 2022

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

Encoding resource experience for predictive process monitoring.
Decis. Support Syst., 2022

Applying the CRISP-DM data mining process in the financial services industry: Elicitation of adaptation requirements.
Data Knowl. Eng., 2022

Repairing Activity Start Times to Improve Business Process Simulation.
CoRR, 2022

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

Data-Driven Analysis of Batch Processing Inefficiencies in Business Processes.
Proceedings of the Research Challenges in Information Science, 2022

Amun: A tool for Differentially Private Release of Event Logs for Process Mining (Extended Abstract).
Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), 2022

Libra: High-Utility Anonymization of Event Logs for Process Mining via Subsampling.
Proceedings of the 4th International Conference on Process Mining, 2022

Modeling Extraneous Activity Delays in Business Process Simulation.
Proceedings of the 4th International Conference on Process Mining, 2022

ProLift: Automated Discovery of Causal Treatment Rules From Event Logs (Extended Abstract).
Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), 2022

Coral: Conversational What-If Process Analysis (Extended Abstract).
Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), 2022

Prosimos: Discovering and Simulating Business Processes with Differentiated Resources.
Proceedings of the Enterprise Design, Operations, and Computing. EDOC 2022 Workshops, 2022

Learning Accurate Business Process Simulation Models from Event Logs via Automated Process Discovery and Deep Learning.
Proceedings of the Advanced Information Systems Engineering, 2022

When to Intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints.
Proceedings of the Business Process Management Forum, 2022

Business Process Simulation with Differentiated Resources: Does it Make a Difference?
Proceedings of the Business Process Management - 20th International Conference, 2022

Detecting Group Behavior for Anti-Money Laundering With Incomplete Network Information.
Proceedings of the IEEE International Conference on Big Data, 2022

Robotic Process Mining.
Proceedings of the Process Mining Handbook, 2022

2021
Differentially Private Release of Event Logs for Process Mining.
Dataset, October, 2021

Differentially Private Event Logs for Process Mining: Supplementary Material.
Dataset, March, 2021

Optimization framework for DFG-based automated process discovery approaches.
Softw. Syst. Model., 2021

Discovering generative models from event logs: data-driven simulation vs deep learning.
PeerJ Comput. Sci., 2021

Business process variant analysis: Survey and classification.
Knowl. Based Syst., 2021

Conformance Checking in Process Mining.
Inf. Syst., 2021

Utility-aware Event Log Anonymization for Privacy-Preserving Process Mining.
EMISA Forum, 2021

Discovering business process simulation models in the presence of multitasking and availability constraints.
Data Knowl. Eng., 2021

Efficient Checking of Temporal Compliance Rules Over Business Process Event Logs.
CoRR, 2021

Prescriptive Process Monitoring: Quo Vadis?
CoRR, 2021

Discovering executable routine specifications from user interaction logs.
CoRR, 2021

Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction.
CoRR, 2021

Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study.
Bus. Inf. Syst. Eng., 2021

Robotic Process Mining: Vision and Challenges.
Bus. Inf. Syst. Eng., 2021

Mine Your Simulation Model: Automated Discovery of Business Process Simulation Models from Execution Data.
Proceedings of the 11th International Conference on Simulation and Modeling Methodologies, 2021

Adapting the CRISP-DM Data Mining Process: A Case Study in the Financial Services Domain.
Proceedings of the Research Challenges in Information Science, 2021

Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach.
Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Mine Me but Don't Single Me Out: Differentially Private Event Logs for Process Mining.
Proceedings of the 3rd International Conference on Process Mining, 2021

Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction.
Proceedings of the 3rd International Conference on Process Mining, 2021

Silhouetting the Cost-Time Front: Multi-objective Resource Optimization in Business Processes.
Proceedings of the Business Process Management Forum, 2021

Constructing Digital Twins for Accurate and Reliable What-If Business Process Analysis.
Proceedings of the International Workshop on BPM Problems to Solve Before We Die (PROBLEMS 2021) co-located with the 19th International Conference on Business Process Management (BPM 2021), 2021

2020
Model Collection of the Business Process Management Academic Initiative.
Dataset, April, 2020

Adaptations of data mining methodologies: a systematic literature review.
PeerJ Comput. Sci., 2020

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

Automated discovery of declarative process models with correlated data conditions.
Inf. Syst., 2020

Automated discovery of business process simulation models from event logs.
Decis. Support Syst., 2020

Privacy-Preserving Directly-Follows Graphs: Balancing Risk and Utility in Process Mining.
CoRR, 2020

Automated Discovery of Data Transformations for Robotic Process Automation.
CoRR, 2020

Discovering Business Process Simulation Models in the Presence of Multitasking.
Proceedings of the Research Challenges in Information Science, 2020

Verification of Privacy-Enhanced Collaborations.
Proceedings of the FormaliSE@ICSE 2020: 8th International Conference on Formal Methods in Software Engineering, 2020

Identifying Candidate Routines for Robotic Process Automation from Unsegmented UI Logs.
Proceedings of the 2nd International Conference on Process Mining, 2020

Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs.
Proceedings of the 2nd International Conference on Process Mining, 2020

Automated Discovery of Process Models with True Concurrency and Inclusive Choices.
Proceedings of the Process Mining Workshops, 2020

Scalable and Imbalance-Resistant Machine Learning Models for Anti-money Laundering: A Two-Layered Approach.
Proceedings of the Enterprise Applications, Markets and Services in the Finance Industry, 2020

Secure Multi-party Computation for Inter-organizational Process Mining.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2020

Robidium: Automated Synthesis of Robotic Process Automation Scripts from UI Logs.
Proceedings of the Best Dissertation Award, 2020

Shareprom: A Tool for Privacy-Preserving Inter-Organizational Process Mining.
Proceedings of the Best Dissertation Award, 2020

2019
Business Process Analytics.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Business Process Event Logs and Visualization.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Clustering-Based Predictive Process Monitoring.
IEEE Trans. Serv. Comput., 2019

Semantic DMN: Formalizing and Reasoning About Decisions in the Presence of Background Knowledge.
Theory Pract. Log. Program., 2019

Local Concurrency Detection in Business Process Event Logs.
ACM Trans. Internet Techn., 2019

Automated Discovery of Process Models from Event Logs: Review and Benchmark.
IEEE Trans. Knowl. Data Eng., 2019

Outcome-Oriented Predictive Process Monitoring: Review and Benchmark.
ACM Trans. Knowl. Discov. Data, 2019

Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring.
ACM Trans. Intell. Syst. Technol., 2019

Caterpillar: A business process execution engine on the Ethereum blockchain.
Softw. Pract. Exp., 2019

Predicting process performance: A white-box approach based on process models.
J. Softw. Evol. Process., 2019

Split miner: automated discovery of accurate and simple business process models from event logs.
Knowl. Inf. Syst., 2019

Stage-based discovery of business process models from event logs.
Inf. Syst., 2019

Business Process Privacy Analysis in Pleak - (Extended Abstract).
Inform. Spektrum, 2019

Blockchain Support for Collaborative Business Processes.
Inform. Spektrum, 2019

Business Process Privacy Analysis in Pleak.
Proceedings of the Fundamental Approaches to Software Engineering, 2019

Interpreted Execution of Business Process Models on Blockchain.
Proceedings of the 23rd IEEE International Enterprise Distributed Object Computing Conference, 2019

Dynamic Role Binding in Blockchain-Based Collaborative Business Processes.
Proceedings of the Advanced Information Systems Engineering, 2019

Action Logger: Enabling Process Mining for Robotic Process Automation.
Proceedings of the Dissertation Award, 2019

Simod: A Tool for Automated Discovery of Business Process Simulation Models.
Proceedings of the Dissertation Award, 2019

Discovering Automatable Routines from User Interaction Logs.
Proceedings of the Business Process Management Forum, 2019

Metaheuristic Optimization for Automated Business Process Discovery.
Proceedings of the Business Process Management - 17th International Conference, 2019

Learning Accurate LSTM Models of Business Processes.
Proceedings of the Business Process Management - 17th International Conference, 2019

Data Mining Methodologies in the Banking Domain: A Systematic Literature Review.
Proceedings of the Perspectives in Business Informatics Research, 2019

Structuring Business Process Management.
Proceedings of the Art of Structuring, 2019

2018
Business Process Modeling.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Complete and Interpretable Conformance Checking of Business Processes.
IEEE Trans. Software Eng., 2018

Blockchains for Business Process Management - Challenges and Opportunities.
ACM Trans. Manag. Inf. Syst., 2018

A Petri Nets based Generic Genetic Algorithm framework for resource optimization in business processes.
Simul. Model. Pract. Theory, 2018

Genetic algorithms for hyperparameter optimization in predictive business process monitoring.
Inf. Syst., 2018

Semantics, Analysis and Simplification of DMN Decision Tables.
Inf. Syst., 2018

Automated discovery of structured process models from event logs: The discover-and-structure approach.
Data Knowl. Eng., 2018

Temporal stability in predictive process monitoring.
Data Min. Knowl. Discov., 2018

Blockchain Technology for Collaborative Information Systems (Dagstuhl Seminar 18332).
Dagstuhl Reports, 2018

Foundations of Prescriptive Process Monitoring.
CoRR, 2018

Discovering process maps from event streams.
Proceedings of the 2018 International Conference on Software and System Process, 2018

Disclosure Analysis of SQL Workflows.
Proceedings of the 5th International Workshop on Graphical Models for Security, 2018

Multi-perspective Comparison of Business Process Variants Based on Event Logs.
Proceedings of the Conceptual Modeling - 37th International Conference, 2018

Predictive Process Monitoring in Apromore.
Proceedings of the Information Systems in the Big Data Era, 2018

Building Payment Classification Models from Rules and Crowdsourced Labels: A Case Study.
Proceedings of the Advanced Information Systems Engineering Workshops, 2018

Alarm-Based Prescriptive Process Monitoring.
Proceedings of the Business Process Management Forum, 2018

Correlating Activation and Target Conditions in Data-Aware Declarative Process Discovery.
Proceedings of the Business Process Management - 16th International Conference, 2018

Abstract-and-Compare: A Family of Scalable Precision Measures for Automated Process Discovery.
Proceedings of the Business Process Management - 16th International Conference, 2018

Business Process Analytics: From Insights to Predictions.
Proceedings of the Databases and Information Systems, 2018

Fundamentals of Business Process Management, Second Edition
Springer, ISBN: 978-3-662-56508-7, 2018

2017
Detecting Sudden and Gradual Drifts in Business Processes from Execution Traces.
IEEE Trans. Knowl. Data Eng., 2017

Semantics and Analysis of DMN Decision Tables.
EMISA Forum, 2017

Business Process Variability Modeling: A Survey.
ACM Comput. Surv., 2017

Mining Non-Redundant Sets of Generalizing Patterns from Sequence Databases.
CoRR, 2017

Semantic DMN: Formalizing Decision Models with Domain Knowledge.
Proceedings of the Rules and Reasoning - International Joint Conference, 2017

Scalable Conformance Checking of Business Processes.
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

Interactive and Incremental Business Process Model Repair.
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

Structure and evolution of package dependency networks.
Proceedings of the 14th International Conference on Mining Software Repositories, 2017

White-box prediction of process performance indicators via flow analysis.
Proceedings of the 2017 International Conference on Software and System Process, 2017

Split Miner: Discovering Accurate and Simple Business Process Models from Event Logs.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

On the effect of mixing Text and Diagrams on Business Process Model Use.
Proceedings of the 25th European Conference on Information Systems, 2017

Predictive Business Process Monitoring with LSTM Neural Networks.
Proceedings of the Advanced Information Systems Engineering, 2017

Mining Business Process Stages from Event Logs.
Proceedings of the Advanced Information Systems Engineering, 2017

Discovering Causal Factors Explaining Business Process Performance Variation.
Proceedings of the Advanced Information Systems Engineering, 2017

Caterpillar: A Blockchain-Based Business Process Management System.
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

Nirdizati: A Web-Based Tool for Predictive Process Monitoring.
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

Optimized Execution of Business Processes on Blockchain.
Proceedings of the Business Process Management - 15th International Conference, 2017

Incremental and Interactive Business Process Model Repair in Apromore.
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

2016
Browserbite: cross-browser testing via image processing.
Softw. Pract. Exp., 2016

Homophilic network decomposition: a community-centric analysis of online social services.
Soc. Netw. Anal. Min., 2016

Modelling families of business process variants: A decomposition driven method.
Inf. Syst., 2016

BPMN Miner: Automated discovery of BPMN process models with hierarchical structure.
Inf. Syst., 2016

Diagnosing behavioral differences between business process models: An approach based on event structures.
Inf. Syst., 2016

On the expressive power of behavioral profiles.
Formal Aspects Comput., 2016

Business Process Deviance Mining: Review and Evaluation.
CoRR, 2016

Guest editorial: special issue on data and artifact-centric business processes.
Computing, 2016

Criteria and Heuristics for Business Process Model Decomposition - Review and Comparative Evaluation.
Bus. Inf. Syst. Eng., 2016

Using dynamic and contextual features to predict issue lifetime in GitHub projects.
Proceedings of the 13th International Conference on Mining Software Repositories, 2016

Automated Discovery of Structured Process Models: Discover Structured vs. Discover and Structure.
Proceedings of the Conceptual Modeling - 35th International Conference, 2016

Differential Privacy Analysis of Data Processing Workflows.
Proceedings of the Graphical Models for Security - Third International Workshop, 2016

Minimizing Overprocessing Waste in Business Processes via Predictive Activity Ordering.
Proceedings of the Advanced Information Systems Engineering, 2016

Business Process Performance Mining with Staged Process Flows.
Proceedings of the Advanced Information Systems Engineering, 2016

Predictive Business Process Monitoring Framework with Hyperparameter Optimization.
Proceedings of the Advanced Information Systems Engineering, 2016

Predictive Business Process Monitoring with Structured and Unstructured Data.
Proceedings of the Business Process Management - 14th International Conference, 2016

Factors Affecting the Sustained Use of Process Models.
Proceedings of the Business Process Management Forum, 2016

BPMN Miner 2.0: Discovering Hierarchical and Block-Structured BPMN Process Models.
Proceedings of the BPM Demo Track 2016 Co-located with the 14th International Conference on Business Process Management (BPM 2016), 2016

Behavior-based Process Comparison in Apromore.
Proceedings of the BPM Demo Track 2016 Co-located with the 14th International Conference on Business Process Management (BPM 2016), 2016

2015
From Business Process Models to Service Interfaces.
Proceedings of the Handbook on Business Process Management 1, 2015

Detecting approximate clones in business process model repositories.
Inf. Syst., 2015

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

On the Suitability of Generalized Behavioral Profiles for Process Model Comparison.
Proceedings of the Web Services, Formal Methods, and Behavioral Types, 2015

Issue Dynamics in Github Projects.
Proceedings of the Product-Focused Software Process Improvement, 2015

Explaining International Migration in the Skype Network: The Role of Social Network Features.
Proceedings of the 1st ACM Workshop on Social Media World Sensors, Guzelyurt, 2015

Declarative Process Modeling in BPMN.
Proceedings of the Advanced Information Systems Engineering, 2015

Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring.
Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015

Fast and Accurate Business Process Drift Detection.
Proceedings of the Business Process Management - 13th International Conference, 2015

Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes.
Proceedings of the Business Process Management - 13th International Conference, 2015

A ProM Operational Support Provider for Predictive Monitoring of Business Processes.
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015

Analysis of Business Process Variants in Apromore.
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015

Log Delta Analysis: Interpretable Differencing of Business Process Event Logs.
Proceedings of the Business Process Management - 13th International Conference, 2015

Combining Propensity and Influence Models for Product Adoption Prediction.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Community-Based Prediction of Activity Change in Skype.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Community-centric analysis of user engagement in Skype social network.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Process Mining Reloaded: Event Structures as a Unified Representation of Process Models and Event Logs.
Proceedings of the Application and Theory of Petri Nets and Concurrency, 2015

Enabling Process Innovation via Deviance Mining and Predictive Monitoring.
Proceedings of the BPM - Driving Innovation in a Digital World, 2015

Evidence-Based Business Process Management.
Proceedings of the Complete Business Process Handbook: Body of Knowledge from Process Modeling to BPM, 2015

2014
Heuristics for composite Web service decentralization.
Softw. Syst. Model., 2014

The Rise of the Estonian Start-Up Sphere.
IT Prof., 2014

Controlled automated discovery of collections of business process models.
Inf. Syst., 2014

Evaluation of trade-offs between workflow escalation strategies.
Concurr. Eng. Res. Appl., 2014

Towards an assessment model for balancing process model production and use.
Proceedings of the Symposium on Applied Computing, 2014

Mining Business Process Deviance: A Quest for Accuracy.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

Memory-Efficient Fast Shortest Path Estimation in Large Social Networks.
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

Cross-Browser Testing in Browserbite.
Proceedings of the Web Engineering, 14th International Conference, 2014

Predictive Monitoring of Business Processes.
Proceedings of the Advanced Information Systems Engineering, 2014

Beyond Tasks and Gateways: Discovering BPMN Models with Subprocesses, Boundary Events and Activity Markers.
Proceedings of the Business Process Management - 12th International Conference, 2014

BP-Diff: A Tool for Behavioral Comparison of Business Process Models.
Proceedings of the BPM Demo Sessions 2014 Co-located with the 12th International Conference on Business Process Management (BPM 2014), 2014

Behavioral Comparison of Process Models Based on Canonically Reduced Event Structures.
Proceedings of the Business Process Management - 12th International Conference, 2014

Analyzing Web Services Networks: Theory and Practice.
Proceedings of the Advanced Web Services, 2014

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

Bursty egocentric network evolution in Skype.
Soc. Netw. Anal. Min., 2013

Reverse-engineering conference rankings: what does it take to make a reputable conference?
Scientometrics, 2013

Fast detection of exact clones in business process model repositories.
Inf. Syst., 2013

NordiCloud 2013: a Nordic and Baltic gathering for supporting cloud computing and internet technologies.
Proceedings of the Second Nordic Symposium on Cloud Computing & Internet Technologies, 2013

Browserbite: Accurate Cross-Browser Testing via Machine Learning over Image Features.
Proceedings of the 2013 IEEE International Conference on Software Maintenance, 2013

Discovering Branching Conditions from Business Process Execution Logs.
Proceedings of the Fundamental Approaches to Software Engineering, 2013

Decomposition Driven Consolidation of Process Models.
Proceedings of the Advanced Information Systems Engineering, 2013

Discovering Unbounded Synchronization Conditions in Artifact-Centric Process Models.
Proceedings of the Business Process Management Workshops, 2013

Discovering Data-Aware Declarative Process Models from Event Logs.
Proceedings of the Business Process Management - 11th International Conference, 2013

Slice, Mine and Dice: Complexity-Aware Automated Discovery of Business Process Models.
Proceedings of the Business Process Management - 11th International Conference, 2013


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

Fundamentals of Business Process Management.
Springer, ISBN: 978-3-642-33142-8, 2013

2012
Generalized aggregate Quality of Service computation for composite services.
J. Syst. Softw., 2012

Structuring acyclic process models.
Inf. Syst., 2012

Management and engineering of process-aware information systems: Introduction to the special issue.
Inf. Syst., 2012

Code churn estimation using organisational and code metrics: An experimental comparison.
Inf. Softw. Technol., 2012

Event Structures as a Foundation for Process Model Differencing, Part 1: Acyclic processes.
Proceedings of the Web Services and Formal Methods - 9th International Workshop, 2012

Framework for monitoring and testing web application scalability on the cloud.
Proceedings of the 2012 Joint Working IEEE/IFIP Conference on Software Architecture and European Conference on Software Architecture, 2012

Squeezing Out the Cloud via Profit-Maximizing Resource Allocation Policies.
Proceedings of the 20th IEEE International Symposium on Modeling, 2012

Integrated Data and Process Management: Finally?
Proceedings of the 1st International Workshop on Knowledge-intensive Business Processes, 2012

Predicting Coding Effort in Projects Containing XML.
Proceedings of the 16th European Conference on Software Maintenance and Reengineering, 2012

Identifying and Classifying Variations in Business Processes.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2012

Understanding Business Process Models: The Costs and Benefits of Structuredness.
Proceedings of the Advanced Information Systems Engineering, 2012

The Process Documentation Cube: A Model for Process Documentation Assessment.
Proceedings of the Business Process Management Workshops, 2012

From Petri Nets to Guard-Stage-Milestone Models.
Proceedings of the Business Process Management Workshops, 2012

Detecting Approximate Clones in Process Model Repositories with Apromore.
Proceedings of the Demonstration Track of the 10th International Conference on Business Process Management (BPM 2012), 2012

Approximate Clone Detection in Repositories of Business Process Models.
Proceedings of the Business Process Management - 10th International Conference, 2012

2011
Predicting the maintainability of XSL transformations.
Sci. Comput. Program., 2011

Configurable multi-perspective business process models.
Inf. Syst., 2011

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

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

Configurable SOAP proxy cache for data provisioning web services.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Décentralisation Optimisée de Services Web Composés.
Proceedings of the Actes du XXIXème Congrès INFORSID, Lille, France, 24-25 mai 2011, 2011

Achieving Performance and Availability Guarantees with Spot Instances.
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011

Fast fully dynamic landmark-based estimation of shortest path distances in very large graphs.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Evaluating Choreographies in BPMN 2.0 Using an Extended Quality Framework.
Proceedings of the Business Process Model and Notation - Third International Workshop, 2011

Clone Detection in Repositories of Business Process Models.
Proceedings of the Business Process Management - 9th International Conference, 2011

Consolidated Management of Business Process Variants.
Proceedings of the Business Process Management Workshops, 2011


On the Convergence of Data and Process Engineering.
Proceedings of the Advances in Databases and Information Systems, 2011

Reserved or On-Demand Instances? A Revenue Maximization Model for Cloud Providers.
Proceedings of the IEEE International Conference on Cloud Computing, 2011

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

2010
A flexible, object-centric approach for business process modelling.
Serv. Oriented Comput. Appl., 2010

Preserving correctness during business process model configuration.
Formal Aspects Comput., 2010

Predicting Coding Effort in Projects Containing XML Code
CoRR, 2010

Redundancy detection in service-oriented systems.
Proceedings of the 19th International Conference on World Wide Web, 2010

Improving Web Service Survivability via Gracefully Degraded Substitution.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Towards a Formalization of Contracts for Service Substitution.
Proceedings of the 6th World Congress on Services, 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

Aggregate Quality of Service Computation for Composite Services.
Proceedings of the Service-Oriented Computing - 8th International Conference, 2010

Designing Maintainable XML Transformations.
Proceedings of the 14th European Conference on Software Maintenance and Reengineering, 2010

Optimized decentralization of composite web services.
Proceedings of the 6th International Conference on Collaborative Computing: Networking, 2010

Unraveling Unstructured Process Models.
Proceedings of the Business Process Modeling Notation - Second International Workshop, 2010

Towards Model Transformation between SecureUML and UMLsec for Role-based Access Control.
Proceedings of the Databases and Information Systems VI, 2010

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

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

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

2009
Workflow Modeling.
Proceedings of the Encyclopedia of Database Systems, 2009

From business process models to process-oriented software systems.
ACM Trans. Softw. Eng. Methodol., 2009

Questionnaire-based variability modeling for system configuration.
Softw. Syst. Model., 2009

Guest editorial: Business process management.
Data Knowl. Eng., 2009

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

Dimensions of coupling in middleware.
Concurr. Comput. Pract. Exp., 2009

Modelling Flexible Processes with Business Objects.
Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009

Simulation-Based Evaluation of Workflow Escalation Strategies.
Proceedings of the 2009 IEEE International Conference on e-Business Engineering, 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

Synthesis of Orchestrators from Service Choreographies.
Proceedings of the Conceptual Modelling 2009, 2009

Cost-Effective Semantic Annotation of XML Schemas and Web Service Interfaces.
Proceedings of the 2009 IEEE International Conference on Services Computing (SCC 2009), 2009

Modeling Business Process Variability for Design-Time Configuration.
Proceedings of the Handbook of Research on Business Process Modeling., 2009

2008
Bridging Global and Local Models of Service-Oriented Systems.
IEEE Trans. Syst. Man Cybern. Part C, 2008

Conformance checking of service behavior.
ACM Trans. Internet Techn., 2008

Pattern-Based Translation of BPMN Process Models to BPEL Web Services.
Int. J. Web Serv. Res., 2008

Generating Business Process Models from Object Behavior Models.
Inf. Syst. Manag., 2008

Toward Web-Scale Workflows for Film Production.
IEEE Internet Comput., 2008

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

Web Service Protocols: Compatibility and Adaptation.
IEEE Data Eng. Bull., 2008

Using CEP technology to adapt messages exchanged by web services.
Proceedings of the 17th International Conference on World Wide Web, 2008

Advice to Service-Oriented Computing Research Students.
Proceedings of the PhD Symposium at the 6th International Conference on Service Oriented Computing (ICSOC 2008), 2008

Detecting Behavioural Incompatibilities between Pairs of Services.
Proceedings of the Service-Oriented Computing - ICSOC 2008 Workshops, 2008

Correctness-Preserving Configuration of Business Process Models.
Proceedings of the Fundamental Approaches to Software Engineering, 2008

Beyond Control-Flow: Extending Business Process Configuration to Roles and Objects.
Proceedings of the Conceptual Modeling, 2008

The Service Adaptation Machine.
Proceedings of the ECOWS 2008, 2008

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

BESERIAL: Behavioural Service Interface Analyser.
Proceedings of the Business Process Management, 6th International Conference, 2008

Product flow analysis in distribution networks with a fixed time horizon.
Proceedings of the Computer Science 2008, 2008

2007
Formal semantics and analysis of control flow in WS-BPEL.
Sci. Comput. Program., 2007

Strategies in supply chain management for the Trading Agent Competition.
Electron. Commer. Res. Appl., 2007

Specification and execution of composite trading activities.
Electron. Commer. Res., 2007

Deadline-based escalation in process-aware information systems.
Decis. Support Syst., 2007

A process-based methodology for designing event-based mobile composite applications.
Data Knowl. Eng., 2007

Enforcing Policies and Guidelines in Web Portals: A Case Study.
Proceedings of the Web Information Systems Engineering - WISE 2007 Workshops, 2007

Semantics of Standard Process Models with OR-Joins.
Proceedings of the On the Move to Meaningful Internet Systems 2007: CoopIS, 2007

Correlation Patterns in Service-Oriented Architectures.
Proceedings of the Fundamental Approaches to Software Engineering, 2007

Questionnaire-driven Configuration of Reference Process Models.
Proceedings of the Advanced Information Systems Engineering, 19th International Conference, 2007

Communication Abstractions for Distributed Business Processes.
Proceedings of the Advanced Information Systems Engineering, 19th International Conference, 2007

Business Process Simulation for Operational Decision Support.
Proceedings of the Business Process Management Workshops, 2007

Linking Domain Models and Process Models for Reference Model Configuration.
Proceedings of the Business Process Management Workshops, 2007

Transforming Object-Oriented Models to Process-Oriented Models.
Proceedings of the Business Process Management Workshops, 2007

2006
The Rise of Web Service Ecosystems.
IT Prof., 2006

Process-Oriented Assessment of Web Services.
Int. J. E Bus. Res., 2006

Execution Semantics for Service Choreographies.
Proceedings of the Web Services and Formal Methods, Third International Workshop, 2006

Let's Dance: A Language for Service Behavior Modeling.
Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006

From BPMN Process Models to BPEL Web Services.
Proceedings of the 2006 IEEE International Conference on Web Services (ICWS 2006), 2006

GPSL: A Programming Language for Service Implementation.
Proceedings of the Fundamental Approaches to Software Engineering, 2006

Service Interaction Modeling: Bridging Global and Local Views.
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006

Choreography Conformance Checking: An Approach based on BPEL and Petri Nets.
Proceedings of the Role of Business Processes in Service Oriented Architectures, 16.07., 2006

Translating Standard Process Models to BPEL.
Proceedings of the Advanced Information Systems Engineering, 18th International Conference, 2006

On the Suitability of BPMN for Business Process Modelling.
Proceedings of the Business Process Management, 4th International Conference, 2006

Adapt or Perish: Algebra and Visual Notation for Service Interface Adaptation.
Proceedings of the Business Process Management, 4th International Conference, 2006

Maestro for Let's Dance: An Environment for Modeling Service Interactions.
Proceedings of the BPM Demo Session at the Fourth International Conference on Business Process Management, 2006

2005
Vers un modèle de composition de services web avec propriétés transactionnelles.
Ingénierie des Systèmes d Inf., 2005

Middleware support for mobile applications.
Int. J. Pervasive Comput. Commun., 2005

Orchestrating interrelated trading activities.
Int. J. Bus. Process. Integr. Manag., 2005

Probabilistic Automated Bidding in Multiple Auctions.
Electron. Commer. Res., 2005

Facilitating the Rapid Development and Scalable Orchestration of Composite Web Services.
Distributed Parallel Databases, 2005

Handling Transactional Properties in Web Service Composition.
Proceedings of the Web Information Systems Engineering, 2005

Service Design, Implementation and Description (Tutorial).
Proceedings of the Web Information Systems Engineering, 2005

On the Notion of Coupling in Communication Middleware.
Proceedings of the On the Move to Meaningful Internet Systems 2005: CoopIS, 2005

WofBPEL: A Tool for Automated Analysis of BPEL Processes.
Proceedings of the Service-Oriented Computing, 2005

Programming and Compiling Web Services in GPSL.
Proceedings of the Service-Oriented Computing, 2005

Pattern-Based Analysis of the Control-Flow Perspective of UML Activity Diagrams.
Proceedings of the Conceptual Modeling, 2005

Life After BPEL?
Proceedings of the Formal Techniques for Computer Systems and Business Processes, 2005

Specification of Composite Trading Activities in Supply Chain Management.
Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce, and e-Services (EEE 2005), 29 March, 2005

Experience Using a Coordination-Based Architecture for Adaptive Web Content Provision.
Proceedings of the Coordination Models and Languages, 7th International Conference, 2005

When are two Workflows the Same?
Proceedings of the Theory of Computing 2005, 2005

Event-Based Coordination of Process-Oriented Composite Applications.
Proceedings of the Business Process Management, 3rd International Conference, 2005

Preface (BPS 2005).
Proceedings of the Business Process Management Workshops, 2005

Standards for Web Service Choreography and Orchestration: Status and Perspectives.
Proceedings of the Business Process Management Workshops, 2005

Service Interaction Patterns.
Proceedings of the Business Process Management, 3rd International Conference, 2005

A Programming Language for Web Service Development.
Proceedings of the Computer Science 2005, 2005

Introduction.
Proceedings of the Process-Aware Information Systems: Bridging People and Software Through Process Technology, 2005

Patterns of Process Modeling.
Proceedings of the Process-Aware Information Systems: Bridging People and Software Through Process Technology, 2005

2004
QoS-Aware Middleware for Web Services Composition.
IEEE Trans. Software Eng., 2004

TEMPOS: A Platform for Developing Temporal Applications on Top of Object DBMS.
IEEE Trans. Knowl. Data Eng., 2004

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

A configurable matchmaking framework for electronic marketplaces.
Electron. Commer. Res. Appl., 2004

Scaling Dynamic Web Content Provision Using Elapsed-Time-Based Content Degradation.
Proceedings of the Web Information Systems, 2004

Editorial message: special track on web technologies and applications.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

The 3DMA Middleware for Mobile Applications.
Proceedings of the Embedded and Ubiquitous Computing, 2004

Enabling Personalized Composition and Adaptive Provisioning of Web Services.
Proceedings of the Advanced Information Systems Engineering, 16th International Conference, 2004

Design and Implementation of the YAWL System.
Proceedings of the Advanced Information Systems Engineering, 16th International Conference, 2004

2003
The Self-Serv Environment for Web Services Composition.
IEEE Internet Comput., 2003

Quality driven web services composition.
Proceedings of the Twelfth International World Wide Web Conference, 2003

Property Propagation Rules for Prioritizing and Synchronizing Trading Activities.
Proceedings of the 2003 IEEE International Conference on Electronic Commerce (CEC 2003), 2003

Varying Resource Consumption to Achieve Scalable Web Services.
Proceedings of the Technologies for E-Services, 4th International Workshop, 2003

A Model for the Configurable Composition and Synchronization of Complex Trading Activities.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Web Technologies and Applications Track Editorial.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Pattern Based Analysis of Eai Languages - The Case of the Business Modeling Language.
Proceedings of the ICEIS 2003, 2003

Web Service Composition Languages: Old Wine in New Bottles?.
Proceedings of the 29th EUROMICRO Conference 2003, 2003

Analysis of Web Services Composition Languages: The Case of BPEL4WS.
Proceedings of the Conceptual Modeling, 2003

Towards Patterns of Web Services Composition.
Proceedings of the Patterns and Skeletons for Parallel and Distributed Computing, 2003

2002
Overview of some patterns for architecting and managing composite web services.
SIGecom Exch., 2002

A Sequence-Based Object-Oriented Model for Video Databases.
Multim. Tools Appl., 2002

A formal approach to negotiating agents development.
Electron. Commer. Res. Appl., 2002

Definition and Execution of Composite Web Services: The SELF-SERV Project.
IEEE Data Eng. Bull., 2002

A probabilistic approach to automated bidding in alternative auctions.
Proceedings of the Eleventh International World Wide Web Conference, 2002

SELF-SERV: A Platform for Rapid Composition of Web Services in a Peer-to-Peer Environment.
Proceedings of 28th International Conference on Very Large Data Bases, 2002

An Architecture for Assembling Agents that Participate in Alternative Heterogeneous Auctions.
Proceedings of the 12th International Workshop on Research Issues in Data Engineering: Engineering E-Commerce/E-Business Systems, 2002

Declarative Composition and Peer-to-Peer Provisioning of Dynamic Web Services.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

Collecting and Querying Distributed Traces of Composite Service Executions.
Proceedings of the On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002 Irvine, California, USA, October 30, 2002

2001
UML Activity Diagrams as a Workflow Specification Language.
Proceedings of the «UML» 2001, 2001

Peer-to-Peer Traced Execution of Composite Services.
Proceedings of the Technologies for E-Services, Second International Workshop, 2001

A formal approach to legal negotiation.
Proceedings of the Eigths International Conference on Artificial Intelligence and Law, 2001

Towards A Semantic Framework for Service Description.
Proceedings of the Semantic Issues in E-Commerce Systems, 2001

Self-coordinated and self-traced dynamic composite services.
Proceedings of the 17èmes Journées Bases de Données Avancées, 2001

2000
TEMPOS : une plate-forme pour le développement d'applications temporelles au dessus de SGBD à objets. (TEMPOS : A Platform for Developing Temporal Applications on top of Object DBMS).
PhD thesis, 2000

Evolution and Change in Data Management - Issues and Directions.
SIGMOD Rec., 2000

Pointwise Temporal Object Database Browsing.
Proceedings of the Objects and Databases, 2000

PhDOOS 2000: The 10<sup>th</sup> Ph.D. Workshop on Object-Oriented Systems.
Proceedings of the Object-Oriented Technology, 2000

Visual Exploration of Temporal Object Databases.
Proceedings of the 16èmes Journées Bases de Données Avancées, 2000

1999
Updates and Application Migration Support in an ODMG Temporal Extension.
Proceedings of the Advances in Conceptual Modeling: ER '99 Workshops on Evolution and Change in Data Management, 1999

Data Models and Languages for Temportal OO DBMS.
Proceedings of the ECOOP'99 Workshop for PhD Students in OO Systems (PhDOOS '99), 1999

Applying Temporal Databases to Geographical Data Analysis.
Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

A Representation-Independent Temporal Extension of ODMG's Object Query Language.
Proceedings of the 15èmes Journées Bases de Données Avancées, 1999

1998
Handling Temporal Grouping and Pattern-Matching Queries in a Temporal Object Model.
Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, 1998

1997
Manipulation de valeurs temporelles dans un SGBD à objets.
Proceedings of the Actes du XVème Congrès INFORSID, Toulouse, France, 10-13 juin, 1997, 1997


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