List of Publications - Marlon Dumas

Books

	Marlon Dumas, Marcello La Rosa, Jan Mendling, Hajo A. Reijers. Fundamentals of Business Process Management, Second Edition, 2018. at publisher's site, at Amazon, companion site
	Marlon Dumas, Wil M.P. van der Aalst, Arthur H.M. ter Hofstede (Editors), Process-Aware Information Systems: Bridging People and Software Through Process Technology, John Wiley & Sons, September 2005. Publisher's web page, at Amazon US, at Amazon UK, at Barnes and Noble

Journal articles

Jongchan Kim, Marco Comuzzi, Marlon Dumas, Fabrizio Maria Maggi, Irene Teinemaa. Encoding resource experience for predictive process monitoring. Information Systems 104: 101622, 2022. (Author's copy)
Orlenys López-Pintado, Marlon Dumas, Luciano García-Bañuelos, Ingo Weber. Controlled flexibility in blockchain-based collaborative business processes. Information Systems 104: 101622, 2022. (Author's copy)
Stephan A. Fahrenkrog-Petersen, Niek Tax, Irene Teinemaa, Marlon Dumas, Massimiliano de Leoni, Fabrizio Maria Maggi, Matthias Weidlich. Fire now, fire later: alarm-based systems for prescriptive process monitoring. Knowledge and Information Systems, 2022, to appear.
Volodymyr Leno, Marlon Dumas, Fabrizio Maria Maggi, Marcello La Rosa, Artem Polyvyanyy. Discovering data transfer routines from user interaction logs. Information Systems, 2021, to appear. (Author's copy)
Adriano Augusto, Raffaele Conforti, Abel Armas-Cervantes, Marlon Dumas, Marcello La Rosa. Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach IEEE Transactions on Knowledge and Data Engineering, to appear. (Author's copy)
Niels Martin, Dominik Fischer, Georgi Kerpedzhiev, Kanika Goel, Sander J.J. Leemans, Maximilian Röglinger, Wil M.P. van der Aalst, Marlon Dumas, Marcello La Rosa, Moe Wynn. Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study Business and Information Systems Engineering 63(5): 511-527, 2021.
Manuel Camargo, Marlon Dumas, Oscar González Rojas. Discovering generative models from event logs: data-driven simulation vs deep learning PeerJ Computer Science 7: e577, 2021.
Adriano Augusto, Marlon Dumas, Marcello La Rosa, Sander J.J. Leemans, Seppe K. L. M. vanden Broucke. Optimization framework for DFG-based automated process discovery approaches Software and Systems Modeling 20(4): 1245-1270, 2021.
Bedilia Estrada-Torres, Manuel Camargo, Marlon Dumas. Luciano García-Bañuelos, Ibrahim Mahdy, Maksym Yerokhin. Discovering business process simulation models in the presence of multitasking and availability constraints Data and Knowledge Engineering 134:101897, 2021.
Volodymyr Leno, Artem Polyvyanyy, Marlon Dumas, Fabrizio Maria Maggi, Marcello La Rosa. Robotic Process Mining: Vision and Challenges. Business and Information Systems Engineering 63(3):301-314, 2021.
Farbod Taymouri, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi. Business Process Variant Analysis: Survey and Classification. Knowledge-Based Systems 211: 106557, 2021.
Daniel Reißner, Abel Armas-Cervantes, Raffaele Conforti, Marlon Dumas, Dirk Fahland, Marcello La Rosa. Scalable alignment of process models and event logs: An approach based on automata and S-components. Information Systems 94:101561, 2020.
Manuel Camargo, Marlon Dumas, Oscar González-Rojas. Automated discovery of business process simulation models from event logs. Decision Support Systems 134: 113284, 2020.
Veronika Plotnikova, Marlon Dumas, Fredrik Milani. Adaptations of data mining methodologies: a systematic literature review. PeerJ Computer Science 6: e267, 2020.
Volodymyr Leno, Marlon Dumas, Fabrizio Maria Maggi, Marcello La Rosa, Artem Polyvyanyy. Automated discovery of declarative process models with correlated data conditions. Information Systems 89: 101482, 2020.
Diego Calvanese, Marco Montali, Marlon Dumas, Fabrizio Maria Maggi. Semantic DMN: Formalizing and Reasoning About Decisions in the Presence of Background Knowledge. Theory and Practice of Logic Programming 19(4):536-573, 2019. (Author's copy)
Chiara Di Francescomarino, Marlon Dumas, Fabrizio M. Maggi, Irene Teinemaa. Clustering-Based Predictive Process Monitoring. IEEE Transactions on Services Computing, 12(6):896-909, 2019. (Author's copy)
Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Fabrizio M. Maggi. Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. ACM Transactions on Knowledge Discovery from Data 17:1-17:57, 2019. (Author's copy)
Hoang Nguyen, Marlon Dumas, Arthur H. M. ter Hofstede, Marcello La Rosa, Fabrizio Maria Maggi. Stage-based discovery of business process models from event logs. Information Systems 84:214-237, 2019 (Author's copy)
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio M. Maggi, Irene Teinemaa. Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring. ACM Transactions on Intelligent Systems and Technology, 10(4), July 2019. (Author's copy)
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Hoang Nguyen. Predicting Process Performance: A White-Box Approach Based on Process Models. Journal of Software: Evolution and Process 31(6):e2170, 2019. Wiley. (Author's copy)
Claudio Di Ciccio, Alessio Cecconi, Marlon Dumas, Luciano García-Bañuelos, Orlenys López-Pintado, Qinghua Lu, Jan Mendling, Alexander Ponomarev, An Binh Tran, Ingo Weber. Blockchain Support for Collaborative Business Processes. Informatik Spektrum 42(3):182-190, 2019. (Author's copy)
Orlenys López-Pintado, Luciano García-Bañuelos, Marlon Dumas, Ingo Weber, Alex Ponomarev. Caterpillar: A Business Process Execution Engine on the Ethereum Blockchain. Software: Practice and Experience 49(7):1162-1193, 2019. Wiley (Author's copy)
Adriano Augusto, Rafaelle Conforti, Marlon Dumas, Marcello La Rosa, Fabrizio M. Maggi, Andrea Marrella, Massimo Mecella, Allar Soo. Automated Discovery of Process Models from Event Logs: Review and Benchmark. IEEE Transactions on Knowledge and Data Engineering 31(4):686-705, 2019. (Author's copy)
Adriano Augusto, Rafaelle Conforti, Marlon Dumas, Marcello La Rosa. Split Miner: Automated Discovery of Accurate and Simple Business Process Models from Event Logs. Knowledge and Information Systems 59(2):251-284, 2019, Springer. (Author's copy)
Abel Armas-Cervantes, Marlon Dumas, Marcello La Rosa, Abderrahmane Maaradji. Local Concurrency Detection in Business Process Event Logs. ACM Transactions on Internet Technology 19(1):16, 2019. (Author's copy)
Adriano Augusto, Rafaelle Conforti, Marlon Dumas, Marcello La Rosa, Giorgio Bruno. Automated Discovery of Structured Process Models From Event Logs: The Discover-and-Structure Approach. Data and Knowledge Engineering 117: 373-392, 2018, Elsevier. (Author's copy)
Irene Teinemaa, Marlon Dumas, Anna Leontjeva, Fabrizio M. Maggi. Temporal Stability in Predictive Process Monitoring. Data Mining and Knowledge Discovery, 32(5): 1306-1338, 2018. (Author's copy)
Luciano García-Bañuelos, Nick R.P.T. van Beest, Marlon Dumas, Marcello La Rosa, Willem Mertens. Complete and interpretable conformance checking of business processes. IEEE Transactions on Software Engineering, 44(3): 262-290, 2018 (Author's copy)
Yain-Whar Si, Veng-Ian Chan, Marlon Dumas, Defu Zhang. A Petri Nets-based Generic Genetic Algorithm framework for resource optimization in business processes. Simulation Modelling Practice and Theory 86: 72-101, 2018, Elsevier. (Author's copy)
Diego Calvanese, Marlon Dumas, Fabrizio M. Maggi, Marco Montali, Irene Teinemaa Semantics, Analysis and Simplication of DMN Decision Tables. Information Systems 78:112-125, 2018, Elsevier (Author's copy)
A. Maaradji, M. Dumas, M. La Rosa and A. Ostovar. Detecting Sudden and Gradual Drifts in Business Processes from Execution Traces. IEEE Transactions on Knowledge and Data Engineering, 29(10): 2140-2154, 2017 (Author's copy)
M. La Rosa, W.M.P. van der Aalst, M. Dumas, F. Milani. Business Process Variability Modeling: A Survey. ACM Computing Surveys 50(1): 2:1-2:45, 2017. Author's copy
F. Milani, M. Dumas, N. Ahmed, R. Matulevicius. Modelling families of business process variants: A decomposition driven method. Information Systems 56:55-72, 2016. Author's copy
F. Milani, M. Dumas, R. Matulevicius, N. Ahmed, S. Kasela. Criteria and Heuristics for Business Process Model Decomposition - Review and Comparative Evaluation. Business & Information Systems Engineering 58(1):7-17, 2016. Author's copy
R. Conforti, M. Dumas, L. García-Bañuelos, M. La Rosa. BPMN Miner: Automated discovery of BPMN process models with hierarchical structure. Information Systems 56:284-303, 2016. Author's copy
Abel Armas-Cervantes, Paolo Baldan, Marlon Dumas, L. García-Bañuelos. Diagnosing behavioral differences between business process models: An approach based on event structures. Information Systems 56:304-325, 2016. Author's copy
Artem Polyvyanyy, Abel Armas-Cervantes, Marlon Dumas, García-Bañuelos. On the expressive power of behavioral profiles. Formal Aspects of Computing 28(4): 597-613, 2016. Author's copy
V. Popova, D. Fahland, M. Dumas. Artifact Lifecycle Discovery. International Journal of Cooperative Information Systems 24(1):1-44, 2015. Author's copy
M. La Rosa, M. Dumas, C. Ekanayake, L. García-Bañuelos, J. Recker, A.H.M. ter Hofstede. Detecting approximate clones in business process model repositories. Information Systems 49:102-125, 2015. (Authors' copy)
L. García-Bañuelos, M. Dumas, M. La Rosa, J. De Weerdt, C. Ekanayake. Controlled automated discovery of collections of business process models. Information Systems 46:85-101, 2014. (Authors' copy)
Y.W. Si, M. Dumas, K.L. Chan. Evaluation of trade-offs between workflow escalation strategies. Concurrent Engineering: Research and Applications 22(1):77-88, 2014. (Authors' copy)
M. Dumas. The Rise of the Estonian Startup Sphere. IT Professional 16(4):8-11, July/August 2014. Author's copy
W. Fdhila, M. Dumas, C. Godart, L. García-Bañuelos. Heuristics for Composite Web Service Decentralization. Software and Systems Modeling 13(2): 599-619, 2014. Author's copy
M. La Rosa, M. Dumas, R. Uba, R. Dijkman. Business Process Model Merging: An Approach to Business Process Consolidation. ACM Transactions on Software Engineering and Methodology 22(2):11, 2013
M. Dumas, L. García-Bañuelos, M. La Rosa, R. Uba. Fast Detection of Exact Clones in Repositories of Business Process Models. Information Systems 38(4):619-633, 2013. Preprint available here
R. Kikas, M. Dumas, M. Karsai. Bursty egocentric network evolution in Skype. Social Network Analysis and Mining 3(4):1393-1401, 2013. Preprint available here
P. Küngas, S. Karus, S. Vakulenko, M. Dumas, C. Parra, F. Casati. Reverse-engineering Conference Rankings: What Does it Take to Make a Reputable Conference?. Scientometrics 96(2):651-665, 2013. (Author's copy)
Y. Yang, M. Dumas, L. García-Bañuelos, A. Polyvyanyy, L. Zhang. Generalized Aggregate Quality of Service Computation for Composite Services. Journal of Systems and Software 85(8):1818-1830, 2012. (Author's copy)
A. Polyvyanyy, L. García-Bañuelos, M. Dumas. Structuring Acyclic Process Models. Information Systems 37(6):518-538, 2012
S. Karus, M. Dumas. Code Churn Estimation Using Organisational and Code Metrics: An Experimental Comparison. Information and Software Technology 54(2):203-211, 2012.
S. Karus, M. Dumas. Predicting the Maintainability of XSL Transformations. Science of Computer Programming 76(12):1161-1176, 2011.
R. Dijkman, M. Dumas, B. van Dongen, R. Käärik, J. Mendling. Similarity of Business Process Models: Metrics and Evaluation. Information Systems 36(2):498-516, 2011. (Preprint)
M. La Rosa, M. Dumas, J. Mendling, A. H.M. ter Hofstede. Configurable Multi-Perspective Business Process Models. Information Systems 36(2):313-340, 2011. (Preprint)
M. La Rosa, H. A. Reijers, W. M. P. van der Aalst, R. M. Dijkman, J. Mendling, M. Dumas, L. García-Bañuelos. APROMORE: An Advanced Process Model Repository. Expert Systems with Applications 38(6):7029-7040, 2011. Preprint available here.
G. Redding, M. Dumas, A. H.M. ter Hofstede, A. Iordachescu. A Flexible Object-Centric Approach for Business Brocess Modelling. Service Oriented Computing and Applications 4(3):191-201, September 2010. (Authors' copy)
W.M.P. van der Aalst, M. Dumas, F. Gottschalk, M. La Rosa, A.H.M. ter Hofstede. Preserving Correctness During Business Process Model Configuration. Formal Aspects of Computing 22(3-4):459-482, May 2010. (Preprint)
L. Aldred, W.M.P. van der Aalst, M. Dumas, and A.H.M. ter Hofstede. Dimensions of Coupling in Middleware. Concurrency and Computation: Practice and Experience 21(18):2233-2269, December 2009. Wiley InterScience. (Preprint available here).
M. Dumas, L. Garcia-Bañuelos and R. Dijkman. Similarity Search of Business Process Models. Data Engineering Bulletin 32(3):23-28, September 2009.
C. Ouyang, W.M.P. van der Aalst, M. Dumas, A.H.M. ter Hofstede, and J. Mendling. From Business Process Models to Process-Oriented Software Systems. ACM Transactions on Software Engineering and Methodology 19(1), July 2009. Preprint available here.
M. La Rosa, W.M.P. van der Aalst, M. Dumas, and A.H.M. ter Hofstede. Questionnaire-based Variability Modeling for System Configuration. Software and Systems Modeling 8(2):251-274, April 2009. Preprint available here.
R. Dijkman, M. Dumas, and C. Ouyang. Semantics and Analysis of Business Process Models in BPMN. Information and Software Technology 50(12):1281-1294, November 2008. Preprint available here
G. Redding, M. Dumas, A.H.M. ter Hofstede, and A. Iordachescu. Generating Business Process Models from Object Behavior Models. Information Systems Management 25(4):3-15. October 2008. Taylor & Francis. Preprint available here
C. Ouyang, M. La Rosa, A. H. M. ter Hofstede, M. Dumas, K. Shortland. Towards Web-Scale Workflows for Film Production. IEEE Internet Computing 12(5):53-61, September 2008. Preprint available here
M. Dumas, B. Benatallah and H.R. Motahari-Nezhad. Web Service Protocols: Compatibility and Adaptation. Data Engineering Bulletin 31(3):40-44, September 2008.
W.M.P. van der Aalst, M. Dumas, C. Ouyang, A. Rozinat, and H.M.W. Verbeek. Conformance Checking of Service Behavior. ACM Transactions on Internet Technology 8(3), May 2008. Preprint available here
J.M. Zaha, M. Dumas, A.H.M. ter Hofstede, A. Barros, and G. Decker. Bridging Global and Local Models of Service-Oriented Systems. IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews, 38(3):302-318, May 2008. IEEE. Preprint available here
C. Ouyang, M. Dumas, A.H.M. ter Hofstede, and W.M.P. van der Aalst. Pattern-Based Translation of BPMN Process Models to BPEL Web Services. International Journal of Web Services Research 5(1):42-62, January 2008. Preprint available here.
Y.W. Si, D. Edmond, M. Dumas, and A.H.M. ter Hofstede. Specification and Execution of Composite Trading Activities. Electronic Commerce Research 7(3-4):221-263, December 2007.
Y.W. Si, D. Edmond, M. Dumas, and C.U. Chong. Strategies in supply chain management for the Trading Agent Competition.. Electronic Commerce Research and Applications 6(4):369-382, December 2007.
C. Ouyang, H.M.W. Verbeek, W.M.P. van der Aalst, S. Breutel, M. Dumas, A.H.M. ter Hofstede. Formal Semantics and Analysis of Control Flow in WS-BPEL. Science of Computer Programming 67(2-3):125-332, July 2007. Elsevier Science Publications. Preprint with technical appendix available here.
T. Fjellheim, S. Milliner, M. Dumas, and J. Vayssiere. A Process-based Methodology for Designing Event-based Mobile Composite Applications. Data and Knowledge Engineering 61(1):6-22, April 2007. Elsevier Science Publications.
W.M.P. van der Aalst, M. Rosemann, and M. Dumas. Deadline-based Escalation in Process-Aware Information Systems. Decision Support Systems 43(2):492-511, March 2007. Elsevier Science Publications.
A. Barros and M. Dumas. The Rise of Web Service Ecosystems. IT Professional 8(5):31-37, September/October 2006. IEEE Computer Society.
J.-H. Sewing, M. Rosemann, and M. Dumas. Process-oriented Assessment of Web Services. International Journal of e-Business Research 2(1):19-44, January 2006. IDEA Group Publishing.
Y.W. Si, D. Edmond, A. H.M. ter Hofstede, and M. Dumas. Orchestrating Interrelated Trading Activities. International Journal of Business Process Integration and Management 1(1):12-25, June 2005. Inderscience Publishers.
B. Benatallah. M. Dumas, and Q.Z. Sheng. Facilitating the Rapid Development and Scalable Orchestration of Composite Web Services. Distributed and Parallel Databases 15(1):5-37, January 2005. Kluwer Academic Publishers.
M. Dumas, L. Aldred, G. Governatori, and A.H.M. ter Hofstede. Probabilistic Automated Bidding in Multiple Auctions. Electronic Commerce Research 15(1):25-49, January 2005. Kluwer Academic Publishers.
R. Dijkman and M. Dumas. Service-oriented Design: A Multi-viewpoint Approach. International Journal of Cooperative Information Systems 13(4):337-368, December 2004. World Scientific.
Liangzhao Zeng, Boualem Benatallah, Anne H.H. Ngu, Marlon Dumas, Jayant Kalagnanam, Henry Chang. QoS-aware Middleware for Web Services Composition. IEEE Transactions on Software Engineering 30(5):311-327, May 2004, IEEE Computer Society.
M. Dumas, M.C. Fauvet, P.C. Scholl. TEMPOS: A Platform for Developing Temporal Applications on top of Object DBMS. IEEE Transactions on Knowledge and Data Engineering 16(3):354-374, March 2004. IEEE Computer Society.
M. Dumas, B. Benatallah, N. Russell, and M. Spork. A Configurable Matchmaking Framework for Electronic Marketplaces. Electronic Commerce Research and Applications 3(1):95-106, January 2004. Elsevier Science Publications.
Boualem Benatallah, Quan Z. Sheng, Marlon Dumas. The SELF-SERV Environment for Web Services Composition. IEEE Internet Computing 7(1):40-48, January/February 2003. IEEE Computer Society.
B. Benatallah, M. Dumas, and Z. Maamar. Definition and Execution of Composite Web Services: The SELF-SERV Project. Data Engineering Bulletin 25(4), December 2002. IEEE Computer Society.
M. Dumas, R. Lozano, M.C. Fauvet, H. Martin, and P.C. Scholl. A Sequence-Based Object-Oriented Model for Video Databases. Multimedia Tools and Applications 18(3) 249-277, December 2002. Kluwer Academic Publishers.
M. Dumas, G. Governatori, A. H.M. ter Hofstede, and P. Oaks. A Formal Approach to Negotiating Agents Development. Electronic Commerce Research and Applications 1(2):183-207, October 2002. Elsevier Science Publications.
B. Benatallah, M. Dumas, M.C. Fauvet, F. Rabhi and Q. Z. Sheng. Overview of Some Patterns for Architecting and Managing Composite Web Services. ACM SIGecom Exchanges 3(3) 9-18, August 2002. ACM.

Book chapters

M. Dumas, F.M. Maggi. Enabling Process Innovation via Deviance Mining and Predictive Monitoring. In: J. vom Brocke and T. Schmiedel (editors), BPM – Driving Innovation in a Digital World, pp. 129-144. Springer, 2015. ISBN 978-3-319-14429-0
M. Dumas, F. M. Maggi. Evidence-based business process management. In: M. von Rosing, A.W. Scheer, H. von Scheel (editors), The Complete Business Process Handbook: Body of Knowledge from Process Modeling to BPM, pp. 363-375. Morgan Kaufmann, 2015. ISBN 978-0-12-799959-3
P. Küngas, M. Dumas, S. Mokarizadeh, M. Matskin. Analyzing Web Services Networks: Theory and Practice. In: A. Bouguettaya, Q.Z. Sheng, F. Daniel (editors), Advanced Web Services, pp. 381-406. Springer, 2014. ISBN 978-1-4614-7534-7
R. M. Dijkman, B. F. van Dongen, M. Dumas, L. García-Bañuelos. In M. Kunze, H. Leopold, J. Mendling, R. Uba, M. Weidlich, M. Weske, Z. Yan. "A short survey on process model similarity". In J. Bubenko, J. Krogstie, O. Pastor, C. Rolland, B. Pernici, A. Solvberg (editors) Seminal Contributions to Information Systems Engineering: 25 Years of CAiSE, Springer, June 2013. ISBN 978-3-642-36925-4.
R. Dijkman, M. Dumas, L. García-Bañuelos. "Business process graphs: similarity search and matching". In S. Sakr, E. Pardede (editors): Graph Data Management: Techniques and Applications, pp. 421-437. IGI Global, 2012. ISBN 978-1-61350-053-8.
M. Dumas, T. Kohlborn. "Service enabled process management". In J. vom Brocke, M. Rosemann (editors), Handbook of Business Process Management, v. 1, pp. 441-460. Springer, 2010. ISBN 978-3-642-00415-5.
M. La Rosa, M. Dumas, A. H.M. ter Hofstede. "Modelling Business Process Variability for Design-Time Configuration". In J. Cardoso and W.M.P. van der Aalst (editors): Handbook of Research in Business Process Modeling. Idea Group, March 2009. ISBN 978-1-60566-288-6.
C. Ouyang, W.M.P. van der Aalst, M. Dumas, A.H.M. ter Hofstede and M. La Rosa. "Service-Oriented Processes: An Introduction to BPEL". In J. Cardoso (editor): Semantic Web Services: Theory, Tools and Applications" Idea Group, March 2007. ISBN 978-1599040455.
B. Benatallah, R. Dijkman, M. Dumas, and Z. Maamar. "Service Composition: Concepts, Techniques, Tools, and Trends". In Z. Stojanovic and A. Dahanayake (editors): Service-Oriented Software System Engineering". Idea Group, April 2005. ISBN 1-59140-426-6.
M. Dumas, L. Aldred, and A. H.M. ter Hofstede. "From Conceptual Models to Constrained Web Forms. In V. Kashyap and L. Shklar (editors): Real-World Semantic Web Applications. December 2002. IOS Press. ISBN 1-58603-306-9.
B. Benatallah, M. Dumas, M.C. Fauvet, and F. Rabhi. "Towards Patterns of Web Services Composition". In S. Gorlatch and F. Rabhi (editors): "Patterns and Skeletons for Parallel and Distributed Computing. November 2002. Springer Verlag. ISBN 1-85233-506-8.
M. Dumas, M.-C. Fauvet, and P.-C. Scholl. "Temporal Data Models andLanguages". In G. Jomier and A. Doucet (editors): Databases and the Web. September 2001. Hermès Science Publications. ISBN 2-7462-0283-2 (In French).

Conference, symposium and workshop papers

Orlenys López-Pintado, Marlon Dumas. Business Process Simulation with Differentiated Resources: Does it Make a Difference? Proceedings of the 17th International Conference on Business Process Management (BPM ), Bolzano, Italy, September 2022. Springer.
Gamal Elkoumy, Alisa Pankova, Marlon Dumas. Mine Me but Don't Single Me Out: Differentially Private Event Logs for Process Mining. In Proceedings of the 3rd IEEE International Conference on Process Mining (ICPM), Eindhoven, The Netherlands, November 2021. IEEE Computer Society, pp. 80-87.
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy. Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction. In Proceedings of the 3rd IEEE International Conference on Process Mining (ICPM), Eindhoven, The Netherlands, November 2021. IEEE Computer Society, pp. 96-103.
Orlenys López-Pintado, Marlon Dumas, Maksym Yerokhin, Fabrizio Maria Maggi. Silhouetting the Cost-Time Front: Multi-objective Resource Optimization in Business Processes. In Proceedings of the Business Process Management Forum (BPM Forum), Rome, Italy, September 2021. Springer, pp. 92-108.
Marlon Dumas. Constructing Digital Twins for Accurate and Reliable What-If Business Process Analysis. In 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), Rome, Italy, September 2021. CEUR-WS.org, pp. 23-27.
Veronika Plotnikova, Marlon Dumas, Fredrik Milani. Adapting the CRISP-DM Data Mining Process: A Case Study in the Financial Services Domain.In Proceedings of the 15th International Conference on Research Challenges in Information Science (RCIS), June 2021, Springer, pp. 55-71
Sara Belluccini, Rocco De Nicola, Marlon Dumas, Pille Pullonen, Barbara Re, Francesco Tiezzi. Verification of Privacy-Enhanced Collaborations. In In Proceedings of the 8th International Conference on Formal Methods in Software Engineering (FormaliSE@ICSE), October 2020, ACM, pp. 141-152.
Volodymyr Leno, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Fabrizio M. Maggi, Artem Polyvyanyy. Identifying candidate routines for Robotic Process Automation from unsegmented UI logs. In In Proceedings of the 2nd IEEE International Conference on Process Mining (ICPM), Padua, Italy, October 2020. IEEE Computer Society.
Zahra Dasht Bozorgi, Irene Teinemaa, Marlon Dumas, Marcello La Rosa, Artem Polyvyanyy. Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs . In In Proceedings of the 2nd IEEE International Conference on Process Mining (ICPM), Padua, Italy, October 2020. IEEE Computer Society.
Bedilia Estrada-Torres, Manuel Camargo, Marlon Dumas, Maksym Yerokhin. Discovering Business Process Simulation Models in the Presence of Multitasking. In Proceedings of the 14th International Conference on Research Challenges in Information Science (RCIS), September, 2020, Springer, pp. 381-397
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Marlon Dumas, Peeter Laud, Alisa Pankova, and Matthias Weidlich. Secure Multi-party Computation for Inter-organizational Process Mining. In In Proceedings of the 25th International Conference on Business Process Modeling, Development,and Support (BPMDS), Grenoble, France, June 2020, Springer, Lecture Notes in Business Information Processing, Vol. 387, pp. 166-181, Springer.
Volodymyr Leno, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas and Fabrizio M. Maggi. Automated Discovery of Data Transformations for Robotic Process Automation. In In AAAI-20 Workshop on Intelligent Process Automation (IPA-20), New York NY, USA, January 2020.
Orlenys López-Pintado, Marlon Dumas, Luciano García-Bañuelos, Ingo Weber. Interpreted Execution of Business Process Models on Blockchain. In Proceedings of the 23rd IEEE International Conference on Enterprise Computing (EDOC), Paris, France, October 2019. IEEE Computer Society.
Manuel Camargo, Marlon Dumas, Oscar González-Rojas. Learning Accurate LSTM Models of Business Processes. In Proceedings of the 17th International Conference on Business Process Management (BPM ), Vienna, Austria, September 2019. Springer.
Adriano Augusto, Marlon Dumas, Marcello La Rosa. Metaheuristic Optimization for Automated Business Process Discovery. In Proceedings of the 17th International Conference on Business Process Management (BPM ), Vienna, Austria, September 2019. Springer.
Antonio Bosco, Adriano Augusto, Marlon Dumas, Marcello La Rosa, Giancarlo Fortino. Discovering Automatable Routines From User Interaction Logs. In Proceedings of the Business Process Management Forum (BPM Forum), Vienna, Austria, September 2019. Springer.
Veronika Plotnikova, Marlon Dumas, Fredrik P. Milani. Data Mining Methodologies in the Banking Domain: A Systematic Literature Review. Proceedings of the International Conference on Perspectives in Business Informatics Research (BIR), Katowice, Poland, September 2019. Springer, pp. 104-118.
Orlenys López-Pintado, Marlon Dumas, Luciano García-Bañuelos, Ingo Weber. Dynamic Role Binding in Blockchain-Based Collaborative Business Processes. In Proceedings of the 31st International Conference on Advanced Information Systems Engineering (CAiSE), Rome, Italy, June 2019. Springer.
Aivo Toots, Reedik Tuuling, Maksym Yerokhin, Marlon Dumas, Luciano García-Bañuelos, Peeter Laud, Raimundas Matulevicius, Alisa Pankova, Martin Pettai, Pille Pullonen, Jake Tom. Business Process Privacy Analysis in Pleak. In Proceedings of the International Conference on Fundamental Approaches to Software Engineering (FASE), Prague, Czech Republic, April 2019. Springer, 2019.
H. Nguyen, M. Dumas, M. La Rosa, A.H.M. ter Hofstede. Multi-Perspective Comparison of Business Process Variants Based on Event Logs. In Proceedings of the 37th International Conference on Conceptual Modeling (ER), Xi'an, China, October 2018. Springer.
V. Leno, M. Dumas, F.M. Maggi. Correlating Activation and Target Conditions in Data-Aware Declarative Process Discovery. In Proceedings of the 16th International Conference on Business Process Management (BPM), Sydney, Australia, September 2018. Springer.
A. Augusto, A. Armas-Cervantes, R. Conforti, M. Dumas, M. La Rosa, D. Reißner. Abstract-and-Compare: A Family of Scalable Precision Measures for Automated Process Discovery. In Proceedings of the 16th International Conference on Business Process Management (BPM), Sydney, Australia, September 2018. Springer.
I. Teinemaa, N. Tax, M. de Leoni, M. Dumas, F.M, Maggi. Alarm-Based Prescriptive Process Monitoring. In Proceedings of the Forum of the 16th International Conference on Business Process Management (BPM), Sydney, Australia, September 2018. Springer.
M. Dumas, L. García-Bañuelos, P. Laud. Disclosure Analysis of SQL Workflows. In Proceedings of the 5th International Workshop on Graphical Models for Security (GraMSec), Oxford, UK, July 2018. Springer.
A. Mateush, R. Sharma, M. Dumas, V. Plotnikova, I. Slobozhan, J. Ubi. Building Payment Classification Models From Rules and Crowdsourced Labels: A Case Study. In Proceedings of CAiSE'2018 Workshops, Tallinn, Estonia, June 2018. Springer.
A. Augusto, R. Conforti, M. Dumas, M. La Rosa. Split Miner: Discovering Accurate and Simple Business Process Models from Event Logs. In Proceedings of the IEEE International Conference on Data Mining (ICDM), New Orleans, LO, USA, November 2017. IEEE Computer Society. (Companion Tool)
D. Reißner, R. Conforti, M. Dumas, M. La Rosa, A. Armas-Cervantes. Scalable Conformance Checking of Business Processes. In Proceedings of the 25th International Conference on Cooperative Information Systems (CoopIS), Rhodes, Greece, October 2017, Springer, pp. 607-627.
A. Armas-Cervantes, Nick R.P.T. van Beest, M. Dumas, M. La Rosa, L. García-Bañuelos. Interactive and Incremental Business Process Model Repair. In Proceedings of the 25th International Conference on Cooperative Information Systems (CoopIS) -- OTM Confererated Conferences, Rhodes, Greece, October 2017, Springer, pp. 53-74.
L. García-Bañuelos, A. Ponomarev, M. Dumas, I. Weber. Optimized Execution of Business Processes on Blockchain. In Proceedings of the 15th International Conference on Business Process Management (BPM), Barcelona, Spain, September 2017. Springer.
D. Calvanese, M. Dumas, F.M. Maggi, M. Montali. Semantic DMN: Formalizing Decision Models with Domain Knowledge. In Proceedings of the International Joint Conference on Rules and Reasoning (RuleML+RR), London, UK, July 2017. Springer, pp. 70-86.
I. Verenich, H. Nguyen, M. La Rosa, M. Dumas. White-Box Prediction of Process Performance Indicators via Flow Analysis. In Proceedings of the International Conference on Software and System Processes (ICSSP), Paris, France, July 2017. ACM Press.
N. Tax, I. Verenich, M. La Rosa, M. Dumas. Predictive Business Process Monitoring with LSTM Neural Networks. In Proceedings of the 29th International Conference on Advanced Information Systems Engineering (CAiSE), Essen, Germany, June 2017. Springer, pp. 477-492. (Source code).
B.F.A. Hompes, A. Maaradji, M. La Rosa, M. Dumas, J.C.A.M. Buijs, W.M.P. van der Aalst. Discovering Causal Factors Explaining Business Process Performance Variation. In Proceedings of the 29th International Conference on Advanced Information Systems Engineering (CAiSE), Essen, Germany, June 2017. Springer, pp. 177-192.
H. Nguyen, M. Dumas, A.H.M. ter Hofstede, M. La Rosa, F.M. Maggi. Mining Business Process Stages from Event Logs. In Proceedings of the 29th International Conference on Advanced Information Systems Engineering (CAiSE), Essen, Germany, June 2017. Springer, pp. 577-594. (Companion tool).
T. Saarsen, M. Dumas. On the Effect of Mixing Text and Diagrams on Business Process Model Use. In Proceedings of the 25th European Conference on Information Systems (ECIS), Guimaraes, Portugal, June 2017. Association for Information Systems, pp. 552-565.
R. Kikas, G. Gousios, M. Dumas, D. Pfahl. Structure and Evolution of Package Dependency Networks. In Proceedings of the 14th International Conference on Mining Software Repositories (MSR), May 2017, IEEE Computer Society, pp. 102-112.
A. Augusto, R. Conforti, M. Dumas, M. La Rosa, G. Bruno. Automated Discovery of Structured Process Models: Discover Structured versus Discover and Structure. In Proceedings of the 35th International Conference on Conceptual Modeling (ER), Gifu, Japan, November 2016. See also the companion tool and video tutorial
D. Calvanese, M. Dumas, Ü. Laurson, F.M. Maggi, M. Montali, I. Teinemaa. Semantics and Analysis of DMN Decision Tables. In Proceedings of the 14th International Conference on Business Process Management (BPM), Rio de Janeiro, Brazil, September 2016. See also the companion online DMN analysis tool, source code and video tutorial.
I. Teinemaa, M. Dumas, F.M. Maggi, C. Di Francescomarino. Predictive Business Process Monitoring with Structured and Unstructured Data. In Proceedings of the 14th International Conference on Business Process Management (BPM), Rio de Janeiro, Brazil, September 2016. Supplementary material including source code.
T. Saarsen, M. Dumas. Factors Affecting the Sustained Use of Process Models. In Proceedings of the BPM Forum, Rio de Janeiro, Brazil, September 2016. Springer, pp. 193-209. Springer.
M. Dumas, L. García-Bañuelos, P. Laud. Differential Privacy Analysis of Data Processing Workflows. In Proceedings of the 3rd International Workshop on Graphical Models for Security (GraMSec), Lisbon, Portugal, July 2016. Springer.
H. Nguyen, M. Dumas, A.H.M. ter Hofstede, M. La Rosa, F.M. Maggi. Business Process Performance Mining with Staged Process Flows. In Proceedings of the 28th International Conference on Advanced Information Systems Engineering (CAiSE), Ljubljana, Slovenia, June 2016. Springer. Prototype available as part of the Apromore platform and as a standalone tool.
I. Verenich, M. Dumas, M. La Rosa, F.M. Maggi, C. Di Francescomarino. Minimizing Overprocessing Waste in Business Processes via Predictive Activity Ordering. In Proceedings of the 28th International Conference on Advanced Information Systems Engineering (CAiSE), Ljubljana, Slovenia, June 2016. Springer.
C. Di Francescomarino, M. Dumas, M. Federici, C. Ghidini, F.M. Maggi, W. Rizzi. Predictive Business Process Monitoring Framework with Hyperparameter Optimization. In Proceedings of the 28th International Conference on Advanced Information Systems Engineering (CAiSE), Ljubljana, Slovenia, June 2016. Springer.
R. Kikas, M. Dumas, D. Pfahl. Using Dynamic and Contextual Features to Predict Issue Lifetime in GitHub Projects. In Proceedings of the 13th International Conference on Mining Software Repositories, Austin, TX, USA, May 2016. ACM, pp. 291-302.
R. Kikas, M. Dumas, D. Pfahl. Issue Dynamics in Github Projects. In Proceedings of the 16th International Conference on Product-Focused Software Improvement, Bolzano, Italy, December 2015. Springer, pp. 295-310.
L. García-Bañuelos, N.R.T.P. van Beest, M. Dumas and M. La Rosa. Business Process Conformance Checking Based on Event Structures. In Proceedings of the 27th Nordic Workshop on Programming Theory (NWPT), Reykjavik, Iceland, October 2015. Reykjavik University.
N.R.T.P. van Beest, M. Dumas, L. García-Bañuelos, M. La Rosa. Log Delta Analysis: Interpretable Differencing of Business Process Event Logs. In Proceedings of the 13th International Conference on Business Process Management (BPM), Innsbruck, Austria, September 2015. Springer. Prototype available as part of the Apromore platform (see video tutorial) and as a standalone tool.
A. Leontjeva, R. Conforti, C. Di Francescomarino, M. Dumas and F.M. Maggi. Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes. In Proceedings of the 13th International Conference on Business Process Management (BPM), Innsbruck, Austria, September 2015. Springer. Supplementary material including scripts and dataset.
A. Maaradji, M. Dumas, M. La Rosa and A. Ostovar. Fast and Accurate Business Process Drift Detection. In Proceedings of the 13th International Conference on Business Process Management (BPM), Innsbruck, Austria, September 2015. Springer.
I. Verenich , M. Dumas, M. La Rosa, F.M. Maggi, C. Di Francescomarino. Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring. In Proceedings of BPM Workshops 2015 - Workshop on Business Process Intelligence (BPI), Innsbruck, Austria, September 2016. Springer.
R. Kikas, M. Dumas, A. Saabas. Explaining International Migration in the Skype Network: The Role of Social Network Features. In Proceedings of the 1st ACM Workshop on Social Media World Sensors (SIdEWayS 2015), Guzelyurt, Cyprus, September 2015. ACM.
I. Verenich, R. Kikas, M. Dumas, D. Melnikov. Combining Propensity and Influence Models for Product Adoption Prediction.. In Proc. of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Paris, France, August 2015. ACM.
I. Teinemaa, A. Leontjeva, M. Dumas, R. Kikas. Community-Based Prediction of Activity Change in Skype.. In Proc. of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Paris, France, August 2015. ACM.
G. Rossetti, L. Pappalardo, R. Kikas, D. Pedreschi, F. Giannotti, M. Dumas. Community-Based Prediction of Activity Change in Skype.. In Proc. of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Paris, France, August 2015. ACM.
M. Dumas, L. García-Bañuelos. Process Mining Reloaded: Event Structures as a Unified Representation of Process Models and Event Logs. In Proceedings of the 36th International Conference on Application and Theory of Petri Nets and Concurrency (Petri Nets), Brussels, Belgium, June 2015. Springer.
G. De Giacomo, M. Dumas, F.M. Maggi, M. Montali. Declarative Process Modeling in BPMN. In Proceedings of the 27th International Conference on Advanced Information Systems Engineering (CAiSE), Stockholm, Sweden, June 2015. Springer.
H. Nguyen, M. Dumas, M. La Rosa, F.M. Maggi, S. Suriadi. Mining Business Process Deviance: A Quest for Accuracy. In Proceedings of the OTM Confederated International Conferences: CoopIS, IS, DOA and ODBASE, Amantea, Italy, October 2014, Springer, pp. 436-445.
A. Armas-Cervantes, L. García-Bañuelos, M. Dumas, A. Polyvyanyy. On the Suitability of Generalized Behavioral Profiles for Process Model Comparison In Proceedings of the Workshop on Web Services and Formal Methods (WS-FM), Eindhoven, The Netherlands, September 2014. Springer.
R. Conforti, M. Dumas, M. La Rosa. Beyond Tasks and Gateways: Discovering BPMN Models with Subprocesses, Boundary Events and Activity Markers. In Proceedings of the 12th International Conference on Business Process Management (BPM), Haifa, Israel, September 2014. Springer.
A. Armas-Cervantes, P. Baldan, M. Dumas, L. García-Bañuelos. Behavioral Comparison of Process Models Based on Canonically Reduced Event Structures. In Proceedings of the 12th International Conference on Business Process Management (BPM), Haifa, Israel, September 2014. Springer.
T. Saar, M. Dumas, M. Kaljuve, N. Semenenko. Cross-Browser Testing in Browserbite. In Proceedings of the 14th International Conference on Web Engineering (ICWE), Toulouse, France, September 2014. IEEE Computer Society.
F.M. Maggi, C. Di Francescomarino, M. Dumas, C. Ghidini. Predictive Monitoring of Business Processes. In Proceedings of the 26th International Conference on Advanced Information Systems Engineering (CAiSE), Thessaloniki, Greece, June 2014. Springer.
V. Floreskul, K. Tretyakov, M. Dumas. Memory-Efficient Fast Shortest Path Estimation in Large Social Networks. In Proceedings of the International Conference on Weblogs and Social Media (ICWSM'2014), Ann Arbor, MI, USA, June 2014. The AAAI Press.
T. Saarsen, M. Dumas. Towards an Assessment Model for Balancing Process Model Production and Use. In Proceedings of the 29th ACM Symposium on Applied Computing (SAC), Gyeongju, Korea, March 2014. ACM.
N. Semenenko, M. Dumas, T. Saar. Browserbite: Accurate Cross-Browser Testing via Machine Learning Over Image Features. In Proceedings of the 29th International Conference on Software Maintenance (ICSM - Industry Track), Eindhoven, The Netherlands, September 2013. IEEE Computer Society.
C. Ekanayake, M. Dumas, L. García-Bañuelos, M. La Rosa. Slice, Mine and Dice: Complexity-Aware Automated Discovery of Business Process Models. In Proceedings of the 11th International Conference on Business Process Management (BPM), Beijing, China, August 2013. Springer, Lecture Notes in Computer Science, Vol. 8094, pp. 49-64.
F.M. Maggi, M. Dumas, L. García-Bañuelos, M. Montali. Discovering Data-Aware Declarative Process Models from Event Logs. In Proceedings of the 11th International Conference on Business Process Management (BPM), Beijing, China, August 2013. Springer, Lecture Notes in Computer Science, Vol. 8094, pp. 81-96.
V. Popova and M. Dumas. Discovering Unbounded Synchronization Conditions in Artifact-Centric Process Models In Proceedings of the BPM Workshops, Beijing, China, August 2013. Springer.
F. Milani, M. Dumas, R. Matulevicius. Decomposition Driven Consolidation of Process Models. In Proceedings of the International Conference on Advanced Information Systems Engineering (CAiSE), Valencia, Spain, June 2013. Springer, Lecture Notes in Computer Science, Vol. 7908, pp. 193-207.
M. de Leoni, M. Dumas, L. García-Bañuelos. Discovering Branching Conditions from Business Process Execution Logs. In Proceedings of the 16th International Conference on Fundamental Approaches to Software Engineering (FASE), Rome, Italy, March 2013. Springer, Lecture Notes in Computer Science, Vol. 7793, pp. 114-129.
A. Armas-Cervantes, L. García-Bañuelos, M. Dumas. Event structures as a foundation for process model differencing, part 1: acyclic processes. In Proc. of 9th International Workshop on Web Services and Formal Methods (WS-FM 2012), Tallinn, Estonia, September 2012, Lecture Notes in Computer Science Vol. 7843, Springer, to appear.
C. Ekanayake, M. Dumas, L. García-Bañuelos, M. La Rosa, A.H.M. ter Hofstede. Approximate Clone Detection in Repositories of Business Process Models. In Proceedings of the 10th International Conference on Business Process Management (BPM), Tallinn, Estonia, September 2012. Springer, Lecture Notes in Computer Science, Vol. 7481, pp. 302-318.
T. Saarsen, M. Dumas. The Process Documentation Cube: A Model for Process Documentation Assessment. In Proceedings of the BPM'2012 Workshops – Workshop on Process Models Collections (PMC), Tallinn, Estonia, September 2012. Springer. Lecture Notes in Business Information Processing. Vol. 132, 501-512.
V. Popova, M. Dumas. From Petri Nets to Guard-Stage-Milestone Models. In Proceedings of the BPM'2012 Workshops – Workshop on Data and Artifact-Centric Business Process Management (DAB), Tallinn, Estonia, September 2012. Springer. Lecture Notes in Business Information Processing. Vol. 132, 340-351.
M. Mazzucco, M. Vassar and M. Dumas. Squeezing out the Cloud via Profit-Maximizing Resource Allocation Policies. In Proceedings of the 20th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS), Arlington, VA, USA, August 2012. IEEE Computer Society.
M. Dumas, M. La Rosa, J. Mendling, Raul Mäesalu, H. Reijers, N. Semenenko. Understanding Business Process Models: The Costs and Benefits of Structuredness . In Proceedings of the International Conference on Advanced Information Systems Engineering (CAiSE). Gdansk, Poland, June 2012. Springer, pp. 31-46.
F. Milani, M. Dumas, R. Matulevicius. Identifying and Classifying Variations in Business Processes. In Proceedings of the Working Conference on Business Process Modeling, Development, and Support (BPMDS), Gdansk, Poland, June 2012. Springer, pp. 136-150.
Siim Karus, Marlon Dumas. Predicting Coding Effort in Projects Containing XML. In Proceedings of the European Conference on Software Maintenance and Reengineering (CSMR), Szeged, Hungary, March 2012. IEEE Computer Society, pp. 203-212.
Konstantin Tretyakov, Abel Armas-Cervantes, Luciano García-Bañuelos, Jaak Vilo, Marlon Dumas. Fast Fully Dynamic Landmark-based Estimation of Shortest Path Distances in Very Large Graphs. In Proceedings of International Conference on Information and Knowledge Management (CIKM), Glasgow, UK, October 2011. ACM Press, pp. 1785-1794. (Publisher's copy).
R. Uba, M. Dumas, L. García-Bañuelos, M. La Rosa. Clone Detection in Repositories of Business Process Models. In Proceedings of the 9th International Conference on Business Process Management (BPM), Clermont-Ferrand, France, September 2011. Springer, Lecture Notes in Computer Science, Vol. 6896, pp. 248-264.
M. Mazzucco, M. Dumas. Achieving Performance and Availability Guarantees with Spot Instances. In Proceedings of the 13th IEEE International Conference on High Performance Computing and Communications (HPCC), Banff, Canada, September 2011. IEEE Computer Society.
M. Mazzucco, M. Dumas. Reserved or On-Demand Instances? A Revenue Maximization Model for Cloud Providers. In Proceedings of the 4th IEEE International Conference on Cloud Computing (IEEE Cloud 2011), Washington DC, USA, July 2011. IEEE Computer Society.
P. Küngas, M. Dumas. Configurable SOAP proxy cache for data provisioning web services. Proceedings of the ACM Symposium on Applied Computing (SAC), New York NY, USA, March 2011. ACM Press.
M. Dumas, L. García-Bañuelos, A. Polyvyanyy, Y. Yang, L. Zhang. Aggregate Quality of Service Computation for Composite Services. In Proceedings of the 8th International Conference on Service-Oriented Computing (ICSOC), San Francisco, CA, USA, December 2010. Springer, Lecture Notes in Computer Science, Vol. 6470, pp. 213-217.
W. Fdhila, M. Dumas, C. Godart. Optimized decentralization of composite web services. In Proceedings of 6th International Conference on Collaborative Computing (CollaborateCom), Chicago, IL, USA, October 2010. IEEE CS Press.
M. La Rosa, M. Dumas, R. Uba, R. Dijkman. Merging Business Process Models . In Proceedings of the OTM Confederated International Conferences: CoopIS, IS, DOA and ODBASE, Crete, Greece, October 2010. Springer, Lecture Notes in Computer Science, Vol. 6426/6427.
M. Dumas, L. García-Bañuelos, A. Polyvyanyy. Unravelling Unstructured Process Models. In Proceedings of the 2nd International Workshop on the Business Process Modeling Notation (BPMN). Potsdam, Germany, October 2010. Springer. (slides)
A. Polyvyanyy, L. García-Bañuelos, M. Dumas. Structuring Acyclic Process Models. In Proceedings of the 8th International Conference on Business Process Management (BPM). Hoboken, NJ, USA, September 2010. Springer. (Best Paper Award).
S. Karus, M. Dumas. Designing Maintainable XML Transformations. In In Proceedings of 14th European Conference on Software Maintenance and Reengineering (CSMR'2010). Madrid, Spain, March 2010. IEEE Computer Society.
P. Küngas, M. Dumas. Redundancy Detection in Service-Oriented Systems. In Proceedings of the 19th International World Wide Web Conference (WWW'2010), Raleigh NC, USA, April 2010. ACM Press.
K.L. Chan, Y.W. Si, M. Dumas. Simulation-based Evaluation of Workflow Escalation Strategies. In Proceedings of the 5th IEEE International Conference on e-Business Engineering (ICeBE), Macau, October 2009. IEEE Computer Society.
P. Küngas, M. Dumas. Cost-Effective Semantic Annotation of XML Schemas and Web Service Interfaces. In Proceedings of the 6th IEEE International Conference on Services Computing (SCC), Bangalore, India, September 2009. IEEE Computer Society.
R. Dijkman, M. Dumas, L. García-Bañuelos. Graph Matching Algorithms for Business Process Model Similarity Search. In Proceedings of the 7th International Conference on Business Process Management (BPM), Ulm, Germany, September 2009. Springer Verlag.
R. Dijkman, M. Dumas, L. Garcia-Bañuelos, R. Käärik. Aligning Business Process Models. In Proceedings of the 13th IEEE International Conference on Enterprise Computing (EDOC), Auckland, New Zealand, September 2009. IEEE Computer Society.
G. Redding, M. Dumas, A.H.M. ter Hofstede, A. Iordachescu. Modelling Flexible Processes with Business Objects. In Proceedings of the 11th IEEE International Conference on Commerce and Enterprise Computing (CEC), Vienna, Austria, July 2009. IEEE Computer Society.
S. McIlvenna, M. Dumas, M.T. Wynn. Synthesis of Orchestrators from Service Choreographies. In Proceedings of the 6th Asia-Pacific Conference on Conceptual Modelling (APCCM), Wellington, New Zealand, January 2009. Australian Computer Society.
A. Aït-Bachir, M. Dumas, M.C. Fauvet. Detecting Behavioural Incompatibilities between Pairs of Services. In In Proceedings of the ICSOC 2008 International Workshops - 4th International Workshop on Engineering Service-Oriented Applications (WESOA), Sydney, Australia, December 2008. Springer Verlag, pp. 79-90.
K. Wang, M. Dumas, C. Ouyang, J. Vayssiere. The Service Adaptation Machine. In Proceedings of the 6th European Conference on Web Services (ECOWS), Dublin, Ireland, November 2008, IEEE Computer Society.
M. La Rosa, M. Dumas, A. ter Hofstede, J. Mendling, F. Gottschalk. Beyond Control-Flow: Extending Business Process Configuration to Resources and Objects. In Proceedings of the 27th International Conference on Conceptual Modeling (ER), Barcelona, Spain, October 2008..
W.M.P. van der Aalst, M. Dumas, F. Gottschalk, A.H.M. ter Hofstede, M. La Rosa, J. Mendling. Correctness-Preserving Configuration of Business Process Models. In Proceedings of the 10th International Conference on Fundamental Approaches to Software Engineering (FASE), Budapest, Hungary, March 2008. Springer Verlag.
M.T. Wynn, C. J. Fidge, A. H. M. ter Hofstede, M. Dumas. Product flow analysis in distribution networks with a fixed time horizon. In Proceedings of the 31st Australasian Computer Science Conference (ACSC), Wollongong, January 2008. Australian Computer Society, pp. 73-81.
S. Karus, M. Dumas. Enforcing Policies and Guidelines in Web Portals: A Case Study. In Proceedings of the Workshop on Governance, Risk and Compliance Management in Web Information Systems (part of the WISE'2007 Workshops). Nancy, France, December 2007. Springer Verlag.
Moe Thandar Wynn, Marlon Dumas, Colin J. Fidge, Arthur H.M. ter Hofstede, Wil M.P. van der Aalst. Business Process Simulation for Operational Decision Support. In Proceedings of the Business Process Management Workshops (BPM Workshops). Brisbane, Australia, September 2007, pp. 66-77.
M. Dumas, A. Grosskopf, T. Hettel, M. Wynn. Semantics of Standard Process Models with OR-Joins. In Proceedings of the International Conference on Cooperative Information Systems (CoopIS). Algarve, Portugal, November 2007. Springer Verlag.
L. Aldred, W.M.P. van der Aalst, M. Dumas and A.H.M. ter Hofstede. Communication Abstractions for Distributed Business Processes. In Proceedings of the International Conference on Advanced Information Systems Engineering (CAiSE). Trondheim, Norway, June 2007. Springer Verlag.
M. La Rosa, J. Lux, S. Seidl, M. Dumas and A.H.M. ter Hofstede. Questionnaire-driven Configuration of Reference Process Models. In Proceedings of the International Conference on Advanced Information Systems Engineering (CAiSE). Trondheim, Norway, June 2007. Springer Verlag.
A. Barros, G. Decker, M. Dumas and F. Weber. Correlation Patterns in Service-Oriented Architectures. In Proceedings of the 9th International Conference on Fundamental Approaches to Software Engineering (FASE), Braga, Portugal, March 2007. Springer Verlag.
J.M. Zaha, M. Dumas, A. H.M. ter Hofstede, A. Barros and G. Decker. Service Interaction Modeling: Bridging Global and Local Views. Proceedings of the 10th International Conference on Enterprise Distributed Object Computing (EDOC), Hong Kong, China, October 2006. IEEE Computer Society.
J.M. Zaha, A. Barros, M. Dumas, and A. H.M. ter Hofstede. Let's Dance: A Language for Service Behavior Modeling.. Proceedings of the 14th International Conference on Cooperative Information Systems (CoopIS), Montpellier, France, October 2006. Springer Verlag.Preprint with technical appendix available here
C. Ouyang, W. M.P. van der Aalst, M. Dumas and A. H.M. ter Hofstede. From BPMN Process Models to BPEL Web Services. Proceedings of the 4th International Conference on Web Services (ICWS), Chicago IL, USA, September 2006. IEEE Computer Society.
G. Decker, J.M. Zaha and M. Dumas. Execution Semantics for Service Choreographies. Proceedings of the 3rd Workshop on Web Services and Formal Method (WS-FM), Vienna, Austria, September 2006. IEEE Computer Society.
M. Dumas, M. Spork and K. Wang. Adapt or Perish: Algebra and Visual Notation for Service Interface Adaptation. Proceedings of the 4th International Conference on Business Process Management (BPM), Vienna, Austria, September 2006. Springer Verlag.
P. Wohed, W. M.P. van der Aalst, M. Dumas, A. H.M. ter Hofstede and N. Russell. On the Suitability of BPMN for Business Process Modelling. Proceedings of the 4th International Conference on Business Process Management (BPM), Vienna, Austria, September 2006. Springer Verlag.
C. Ouyang, M. Dumas, S. Breutel, and A. H.M. ter Hofstede. Translating Standard Process Models to BPEL. Proceedings of the 18th International Conference on Advanced Information Systems Engineering (CAiSE), Luxembourg, June 2006. Springer Verlag.
D. Cooney, M. Dumas, and P. Roe. GPSL: A Programming Language for Service Implementation. Proceedings of the 8th International Conference on Fundamental Approaches to Software Engineering (FASE), Vienna, Austria, March 2006. Springer Verlag.
D. Cooney, M. Dumas, and P. Roe. Programming and Compiling Web Services in GPSL. In Proceedings of the 3rd International Conference on Service-Oriented Computing (ICSOC) - Short papers track. Amsterdam, The Netherlands, December 2005. Springer Verlag.
L. Aldred, W. M.P. van der Aalst, M. Dumas, and A. H.M. ter Hofstede. On the Notion of Coupling in Communication Middleware. In Proceedings of the 7th International Symposium on Distributed Objects and Applications (DOA). Agia Napa, Cyprus, November 2005. Springer Verlag.
M.-C. Fauvet, H. Duarte, M. Dumas, and B. Benatallah. Handling Transactional Properties in Web Service Composition. In Proceedings of the 6th International Conference on Web Information Systems Engineering (WISE), New York, NY, USA, November 2005. Springer Verlag.
P. Wohed, W. M.P. van der Aalst, M. Dumas, A. H.M. ter Hofstede, and N. Russell. Pattern-based Analysis of the Control-flow Perspective of UML Activity Diagrams. In Proceedings of the 24th International Conference on Conceptual Modelling (ER), Klagenfurt, Austria, October 2005. Springer Verlag.
A. Barros, M. Dumas, and A. H.M. ter Hofstede. Service Interaction Patterns. In Proceedings of the 3rd International Conference on Business Process Management (BPM), Nancy, France, September 2005. Springer Verlag.
M. Dumas, T. Fjellheim, S. Milliner, and J. Vayssiere. Event-based Coordination of Process-oriented Composite Applications. In Proceedings of the 3rd International Conference on Business Process Management (BPM), Nancy, France, September 2005. Springer Verlag.
A. Barros, M. Dumas, and P. Oaks. Standards for Web Service Choreography and Orchestration: Status and Perspectives. Proceedings of the Workshop on Web Services Choreography and Orchestration for Business Process Management, Nancy, France, September 2005. Springer Verlag.
W. M.P. van der Aalst, M. Dumas, A. H.M. ter Hofstede, N. Russell, H. M.W Verbeek, and P. Wohed. Life After BPEL? In Proceedings of the 2nd International Workshop on Web Services and Formal Methods (WS-FM). Versailles, France, September 2005. Springer Verlag.
L. Bradford, S. Milliner, and M. Dumas. Experience using a Coordination-based Architecture for Adaptive Web Content Provision. In Proceedings of the 7th International Conference on Coordination Models and Languages (COORDINATION), Namur, Belgium, April 2005. Springer Verlag.
Y.W. Si, D. Edmond, A. H.M. ter Hofstede, M. Dumas, and C.U. Chong. Specification of Composite Trading Activities in Supply Chain Management. In Proceedings of the 2nd IEEE International Conference on E-Commerce, E-Technology, and E-Service (EEE), Hong Kong, China, March 2005. IEEE Computer Society.
D. Cooney, M. Dumas, and P. Roe. A Programming Language for Web Service Development. In Proceedings of the 28th Australasian Computer Science Conference (ACSC), Newcastle, Australia, February 2005. Australian Computer Society.
J. Hidders, M. Dumas, W. M.P. van der Aalst, A. H.M. ter Hofstede, and J. Verelst. When Are Two Workflows the Same? In Proceedings of Computing: The 11th Australasian Theory Symposium (CATS), Newcastle, Australia, February 2005. Australian Computer Society.
L. Bradford, S. Milliner, and M. Dumas. Scaling Dynamic Web Content Provision using Elapsed-time-based Content Degradation. In Proceedings of the 5th International Conference on Web Information Systems Engineering (WISE), Brisbane, Australia, November 2004. Springer Verlag.
T. Fjellheim, S. Milliner, M. Dumas, and K. Elms. The 3DMA Middleware for Mobile Applications. In Proceedings of the 1st International Conference on Embedded and Ubiquitous Computing (EUC), Aizu, Japan, August 2004. Springer Verlag. (Best Student Paper Award).
W. M.P. van der Aalst, L. Aldred, M. Dumas, and A. H.M. ter Hofstede. Design and Implementation of the YAWL System. In Proceedings of the 16th International Conference on Advanced Information Systems Engineering (CAiSE), Riga, Latvia, June 2004. Springer Verlag.
Q. Z. Sheng, B. Benatallah, Z. Maamar, M. Dumas, and A. H.H. Ngu. Enabling Personalized Composition and Adaptive Provisioning of Web Services. In Proceedings of the 16th International Conference on Advanced Information Systems Engineering (CAiSE), Riga, Latvia, June 2004. Springer Verlag.
P. Wohed, W. M.P. van der Aalst, M. Dumas, and A. H.M. ter Hofstede. Analysis of Web Services Composition Languages: The Case of BPEL4WS. In Proceedings of the 22nd International Conference on Conceptual Modelling (ER), Chicago IL, USA, October 2003. Springer Verlag.
L. Bradford, S. Milliner, and M. Dumas. Varying Resource Consumption to Achieve Scalable Web Services. In Proceedings of the 4th VLDB Workshop on Technologies for E-Services (VLDB-TES), Berlin, Germany, September 2003. Springer Verlag.
W. M.P. van der Aalst, M. Dumas, and A. H.M. ter Hofstede. Web Service Composition Languages: Old Wine in New Bottles? In Proceedings of the 29th EUROMICRO Conference, Track on Software Process and Product Improvement. Ankara, Turkey, September 2003. IEEE Computer Society.
Y.W. Si, D. Edmond, A. H.M. ter Hofstede, and M. Dumas. Property Propagation Rules for Prioritizing and Synchronizing Trading Activities. In Proceedings of the 1st IEEE International Conference on Electronic Commerce (CEC), Newport Beach CA, USA, June 2003. IEEE Computer Society.
L. Zeng, B. Benatallah, M. Dumas, J. Kalagnanam, and Q.Z. Sheng. Quality Driven Web Services Composition. In Proceedings of the 12th International Conference on the World Wide Web (WWW), Budapest, Hungary, May 2003. ACM Press.
P. Wohed, E. Perjons, M. Dumas, and A. H.M. ter Hofstede. Pattern-Based Analysis of EAI Languages - The Case of the Business Modelling Language. In Proceedings of the 5th International Conference on Enterprise Information Systems (ICEIS), Angers, France, April 2003. Escola Superior de Tecnologia de Setúbal.
Y.W. Si, D. Edmond, A. H.M. ter Hofstede, and M. Dumas. A Model for the Configurable Composition and Synchronization of Complex Trading Activities. In Proceedings of the 18th ACM Symposium on Applied Computing (SAC), Melbourne FL, USA, March 2003. ACM Press.
M.-C. Fauvet, M. Dumas, and B. Benatallah. Collecting and Querying Distributed Traces of Composite Service Executions. In Proceedings of the 10th International Conference on Cooperative Information Systems (CoopIS), Irvine CA, USA, October 2002. Springer Verlag.
M. Dumas, L. Aldred, G. Governatori, A. H.M. ter Hofstede, and N. Russell. A Probabilistic Approach to Automated Bidding in Alternative Auctions. Proceedings of the 11th International Conference on the World Wide Web (WWW), Honolulu HI, USA, May 2002. ACM Press.
M.-C. Fauvet, M. Dumas, F. Rabhi, and B. Benatallah. Patterns for e-Services Composition. In Proceedings of the 3rd Asia-Pacific Conference on Pattern Languages of Programs (KoalaPLoP), Melbourne, Australia, May 2002. Australian Computer Society.
Boualem Benatallah, Marlon Dumas, Quan Z. Sheng, and Anne H.H. Ngu. Declarative Composition and Peer-to-Peer Provisioning of Dynamic Web Services. In Proceedings of the 18th IEEE International Conference on Data Engineering (ICDE), San Jose CA, USA, February 2002. IEEE Computer Society. Author's copy
M. Dumas, G. Governatori, A. H.M. ter Hofstede, and N. Russell. An Architecture for Assembling Agents that Participate in Alternative Heterogeneous Auctions. In Proceedings of the 12th Workshop on Research Issues in Data Engineering: Engineering E-Commerce/E-Business Systems (RIDE), San Jose CA, USA. February 2002. IEEE Computer Society.
M.C. Fauvet, B. Benatallah, M. Dumas, and H.Y. Paik. Self-Coordinated and Self-Traced Dynamic Composite Services. In Proceedings of the French Conference on Databases (BDA), Agadir, Morroco, November 2001. CEPADUES Press.
M. Dumas and A. H.M. ter Hofstede. UML Activity Diagrams as a Workflow Specification Language. In Proceedings of the 4th International Conference on the Unified Modeling Language (UML), Toronto, Canada, October 2001. Springer Verlag.
M.C. Fauvet, M. Dumas, B. Benatallah, and H.Y. Paik. Peer-to-Peer Traced Execution of Composite Services. Proceedings of the VLDB Workshop on Technologies of E-Services (VLDB-TES), Rome, Italy, September 2001. Springer Verlag.
G. Governatori, M. Dumas, A. H.M. ter Hofstede, and P. Oaks. A Formal Approach to Protocols and Strategies for Legal Negotiation. In Proceedings of the ACM International Conference on Artificial Intelligence and Law (ICAIL), St Louis MO, USA, June 2001. ACM Press.
M. Dumas, J. O'Sullivan, M. Heravizadeh, A. H.M. ter Hofstede, and D. Edmond.Towards a Semantic Framework for Service Description. In Proceedings of the IFIP Conference on Database Semantic,. Hong Kong, China, April 2001. Kluwer Academic Publishers (Published in November 2002).
C. Daassi, M. Dumas, M.C. Fauvet, and L. Nigay. Visual Exploration of Temporal Object Databases, In Proceedings of the French Conference on Databases (BDA), Blois, France. October 2000.
M. Dumas, R. Lozano, M.C. Fauvet, H. Martin, and P.-C. Scholl. Orthogonally Modeling Video Structuration and Annotation. In Proceedings of the AAAI Workshop on Spatial and Temporal Granularities, Austin TX (USA), July 2000. AAAI Press.
M. Dumas, C. Daassi, M.C. Fauvet, and L. Nigay. Pointwise Temporal Object Database Browsing. In Proceedings of the International Symposium on Objects and Databases. Cannes (France), June 2000. Springer Verlag, LNCS #1944.
M. Dumas, M.C. Fauvet, and P.C. Scholl. Updates and Application Migration Support in an ODMG Temporal Extension. In Proceedings of the Workshop on Evolution and Change in Data Management. Paris, France, November 1999. Springer Verlag, LNCS #1727.
M.C. Fauvet, M. Dumas, and P.C. Scholl. A Representation-Independent Temporal Extension of ODMG's Object Query Language. In Proceedings of the French Conference on Databases (BDA), Bordeaux, France, October 1999.
M.C. Fauvet, S. Chardonnel, M. Dumas, P.C. Scholl, and P. Dumolard. Applying Temporal Databases to Geographical Data Analysis. In Proceedings of the DEXA Workshop on Spatio-Temporal Data Models and Languages. Florence, Italy, September 1999. IEEE Computer Society.
M. Dumas, M.C. Fauvet, and P.C. Scholl, Handling Temporal Grouping and Pattern-Matching Queries in a Temporal Object Model. In Proceedings of the 7th International Conference on Information and Knowledge Management (CIKM), Washington D.C., USA, November 1998. ACM Press.

Prototype demonstrations

Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Marlon Dumas, Peeter Laud, Alisa Pankova, and Matthias Weidlich. Shareprom: A Tool for Privacy-Preserving Inter-Organizational Process Mining. In In Proceedings of the BPM 2020 Demos and Artifacts Session, Seville, Spain, September 2020, CEUR-WS Proceedings. (screencast, source code)
Volodymyr Leno, Stanislav Deviatykh, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas and Fabrizio M. Maggi. Robidium: Automated Synthesis of Robotic Process Automation Scripts from UI Logs. In In Proceedings of the BPM 2020 Demos and Artifacts Session, Seville, Spain, September 2020, CEUR-WS Proceedings. (screencast, source code, demo server)
Manuel Camargo, Marlon Dumas, Oscar González Rojas. : Simod: A Tool for Automated Discovery of Business Process Simulation Models. In Demonstration Track of the 17th International Conference on Business Process Management (BPM Demos), CEUR Workshop Proceedings, Vol. 2420, 2019. (screencast, source code)
Volodymyr Leno, Artem Polyvyanyy, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi. Action Logger: Enabling Process Mining for Robotic Process Automation. In Demonstration Track of the 17th International Conference on Business Process Management (BPM Demos), CEUR Workshop Proceedings, Vol. 2420, 2019. (screencast, tool)
Kerwin Jorbina, Andrii Rozumnyi, Ilya Verenich, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini, Fabrizio Maria Maggi, Marcello La Rosa, Simon Raboczi. Nirdizati: A Web-Based Tool for Predictive Process Monitoring. In Demonstration Track of the 15th International Conference on Business Process Management (BPM Demos), CEUR Workshop Proceedings, Vol. 1920, 2017. (screencast, source code)
Abel Armas-Cervantes, N. R. T. P. van Beest, Marcello La Rosa, Marlon Dumas, Simon Raboczi. Incremental and Interactive Business Process Model Repair in Apromore. CEUR Workshop Proceedings, Vol. 1920, 2017. (screencast, tool)
Orlenys López-Pintado, Marlon Dumas, Luciano García-Bañuelos, Ingo Weber. Caterpillar: A Blockchain-Based Business Process Management System. In Demonstration Track of the 15th International Conference on Business Process Management (BPM Demos), CEUR Workshop Proceedings, Vol. 1920, 2017. (screencast, source code)
C.C. Ekanayake, F. Mannhardt, L. García-Bañuelos, M. La Rosa, M. Dumas, A.H.M. ter Hofstede. Detecting Approximate Clones in Process Model Repositories with Apromore. In Demonstration Track of the 10th International Conference on Business Process Management (BPM Demos), CEUR Workshop Proceedings, Vol. 940, pp. 29-33, 2012. (screencast: part 1, part 2)
M.-C. Fauvet, M. La Rosa, M. Sadegh, A. Alshareef, R. Dijkman, L. García-Bañuelos, H.A. Reijers, W. M.P. van der Aalst, M. Dumas, J. Mendling. Managing process model collections with AProMoRe. In Proceedings of 8th International Conference on Service-Oriented Computing (ICSOC), San Francisco, CA, USA, December 2010. Springer, pp. 699-701.
G. Decker, R. Dijkman, M. Dumas, L. García-Bañuelos. A Tool for Transforming BPMN to YAWL. In Proceedings of the 6th International Conference on Business Process Management (BPM) – Prototype demonstrations track. Milan, Italy, September 2008. Springer Verlag. BPMN2YAWL demo sceeencast
A. Aït-Bachir, M. Dumas, M.-C. Fauvet. BESERIAL: Behavioural Service Interface Analyser. In Proceedings of the 6th International Conference on Business Process Management (BPM) – Prototype demonstrations track. Milan, Italy, September 2008. Springer Verlag. BESERIAL demo screencast
C. Ouyang, S. Breutel, W. M.P. van der Aalst, M. Dumas, A. H.M. ter Hofstede, and H. M.W. Verbeek. WofBPEL: A Tool for Automated Analysis of BPEL Processes. In Proceedings of the 3rd International Conference on Service-Oriented Computing (ICSOC) – Prototype demonstrations track. Amsterdam, The Netherlands, December 2005. Springer Verlag.
Q. Z. Sheng, B. Benatallah, M. Dumas, and E. O.Y. Mak. SELF-SERV: A Platform for Rapid Composition of Web Services in a Peer-to-Peer Environment. In Demonstration Session of the 28th International Conference on Very Large Databases (VLDB). Hong Kong, China, September 2002. Morgan Kaufmann.

Misc

F.P. Milani, L. García-Bañuelos and M. Dumas Blockchain and Business Process Improvement. BPTrends Newsletter, October 2016.
M. La Rosa and M. Dumas Configurable Process Models: How To Adopt Standard Practices In Your How Way? BPTrends Newsletter, November 2008.
A. Barros, M. Dumas, and P. Bruza. The Move to Web Service Ecosystems. BPTrends Newsletter, Volume 3, Number 12, 6 December 2005.
A. Barros, M. Dumas, and P. Oaks. A Critical Overview of the Web Services Choreography Description Language (WS-CDL). BPTrends Newsletter, Volume 3, Number 3, March 1, 2005.

Preprints and technical reports

I. Teinemaa, M. Dumas, F.M. Maggi, M. La Rosa. Outcome-Oriented Predictive Process Monitoring: Review and Benchmark. Arxiv preprint # abs/1707.06766, July 2017.
A. Augusto, R. Conforti, M. Dumas, M. La Rosa, F.M. Maggi, A. Marrella, M. Mecella, A. Soo. Automated Discovery of Process Models from Event Logs: Review and Benchmark. Arxiv preprint # abs/1705.02288, May 2017.
A. Maaradji, M. Dumas, M. La Rosa and A. Ostovar. Detecting sudden and gradual drifts in business processes based on event logs. Preprint # 98818, Queensland University of Technology, September 2016.
L. García-Bañuelos, N.R.T.P. van Beest, M. Dumas and M. La Rosa. Complete and Interpretable Conformance Checking of Business Processes. BPM Center Report BPM-15-14, BPMcenter.org, 2015
M. La Rosa, W.M.P. van der Aalst, M. Dumas, F.P. Milani. Business Process Variability Modeling: A Survey. BPM Center Report BPM-13-16, BPMcenter.org, 2013
R.M. Dijkman, B.F. van Dongen, M. Dumas, R. Kaarik and J. Mendling. Similarity of Business Process Models: Metrics and Evaluation. BETA Working Paper WP-269, Eindhoven University of Technology, Eindhoven, The Netherlands, February 2009.
R.M. Dijkman, M. Dumas, and C. Ouyang. Formal Semantics and Automated Analysis of BPMN Process Models. Preprint # 7115, Queensland University of Technology, April 2007.
W. M.P. van der Aalst, M. Dumas, C. Ouyang, A. Rozinat, and H.M.W. Verbeek. Choreography Conformance Checking: An Approach Based on BPEL and Petri Nets. BPM Report BPM-05-25, BPMcenter.org, December 2005.
C. Ouyang, W. M.P. van der Aalst, S. Breutel, M. Dumas, A. H.M. ter Hofstede, and H.M.W. Verbeek. Formal Semantics and Analysis of Control Flow in WS-BPEL. BPM Report BPM-05-13, BPMcenter.org, June 2005.
A. Barros, M. Dumas and A. H.M. ter Hofstede. Service Interaction Patterns: Towards a Reference Framework for Service-based Business Process Interconnection. Technical Report FIT-TR-2005-02, Faculty of Information Technology, Queensland University of Technology, Brisbane, Australia, March 2005.
R. Dijkman and M. Dumas. Service-oriented Design: A Multi-viewpoint Approach. CTIT Technical Report Series No. 04-09, Centre for Telematics and Information Technology, University of Twente, The Netherlands, February 2004.
W. M.P. van der Aalst, M. Dumas, A. H.M. ter Hofstede, and P. Wohed. Pattern-Based Analysis of BPML (and WSCI). Technical Report FIT-TR-2002-05, Faculty of Information Technology, Queensland University of Technology, December 2002.
P. Wohed, W. M.P. van der Aalst, M. Dumas, and A. H.M. ter Hofstede. Pattern-Based Analysis of BPEL4WS. Technical Report FIT-TR-2002-04, Faculty of Information Technology, Queensland University of Technology, December 2002.
B. Benatallah, M. Dumas, M.C Fauvet, and F. Rabhi. Towards Patterns of Web Services Composition. Technical Report UNSW-CSE-0111, The University of New South Wales. November 2001.
B. Benatallah, M. Dumas, M.C Fauvet, and H.Y. Paik. Self-Coordinated and Self-Traced Composite Services with Dynamic Provider Selection. Technical Report UNSW-CSE-TR-0108, The University of New South Wales Department of Computer Science and Engineering, March 2001.