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M

Marlon Dumas

university of tartu

77H-index
615Paper Count
2.9WCitation Count
Published Papers 67
Publication Date
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Supporting Analysts and Managers to Utilize Prescriptive Process Monitoring: A User Interface Design and Evaluation
errACM Transactions on Management Information Systems
IF3.6
err2026-03-01
err0
PREAI
errKubrak, Kateryna; Milani, Fredrik; Nolte, Alexander; Botchorishvili, Lana; Dumas, Marlon; Shoush, Mahmoud
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errSave
A framework for measuring the quality of business process simulation models
errenterprise information systems
IF3.4
err2025-01-01
err0
errOAAI
errChapela-Campa, David; Benchekroun, Ismail; Baron, Opher; Dumas, Marlon; Krass, Dmitry; Senderovich, Arik
errShare
errSave
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior
errenterprise information systems
IF3.4
err2025-01-01
err0
PREAI
errLopez-Pintado, Orlenys; Dumas, Marlon
errShare
errSave
Advances on data management systems
errenterprise information systems
IF3.4
err2025-01-01
err0
PREAI
errBellatreche, Ladjel; Dumas, Marlon; Karras, Panagiotis; Matulevicius, Raimundas; Chiusano, Silvia; Cerquitelli, Tania; Wrembel, Robert
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errSave
Unveiling the causes of waiting time in business processes from event logs
errenterprise information systems
IF3.4
err2024-12-01
err0
errOAAI
errLashkevich, Katsiaryna; Milani, Fredrik; Chapela-Campa, David; Suvorau, Ihar; Dumas, Marlon
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errSave
Automated generation of process simulation scenarios from declarative control-flow changes
errPEERJ COMPUTER SCIENCE
IF2.5
err2024-05-31
err0
errOAAI
errBaron-Espitia, Daniel; Dumas, Marlon; Gonzalez-Rojas, Oscar
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errSave
Data-Driven Identification and Analysis of Waiting Times in Business Processes
errBUSINESS & INFORMATION SYSTEMS ENGINEERING
IF10.4
err2024-05-15
err2
errOAAI
errAli, Muhammad Awais; Milani, Fredrik; Dumas, Marlon
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errSave
Enhancing business process simulation models with extraneous activity delays
errenterprise information systems
IF3.4
err2024-05-01
err4
errOAAI
errChapela-Campa, David; Dumas, Marlon
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errSave
Discovery, simulation, and optimization of business processes with differentiated resources
errenterprise information systems
IF3.4
err2024-02-01
err6
errOAAI
errLopez-Pintado, Orlenys; Dumas, Marlon; Berx, Jonas
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errSave
Learning business process simulation models: A Hybrid process mining and deep learning approach✩
errenterprise information systems
IF3.4
err2023-07-01
err8
errOAAI
errCamargo, Manuel; Baron, Daniel; Dumas, Marlon; Gonzalez-Rojas, Oscar
errShare
errSave
Prescriptive process monitoring based on causal effect estimation
errenterprise information systems
IF3.4
err2023-06-01
err12
PREAI
errBozorgi, Zahra Dasht; Teinemaa, Irene; Dumas, Marlon; La Rosa, Marcello; Polyvyanyy, Artem
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errSave
Differentially private release of event logs for process mining
errenterprise information systems
IF3.4
err2023-05-01
err0
errOAAI
errElkoumy, Gamal; Pankova, Alisa; Dumas, Marlon
errShare
errSave
The biggest business process management problems to solve before we die
errCOMPUTERS IN INDUSTRY
IF9.1
err2023-04-01
err66
errOAAI
errBeerepoot, Iris; Di Ciccio, Claudio; Reijers, Hajo A.; Rinderle-Ma, Stefanie; Bandara, Wasana; Burattin, Andrea; Calvanese, Diego; Chen, Tianwa; Cohen, Izack; Depaire, Benoit; Di Federico, Gemma; Dumas, Marlon; van Dun, Christopher; Fehrer, Tobias; Fischer, Dominik A.; Gal, Avigdor; Indulska, Marta; Isahagian, Vatche; Klinkmueller, Christopher; Kratsch, Wolfgang; Leopold, Henrik; Van Looy, Amy; Lopez, Hugo; Lukumbuzya, Sanja; Mendling, Jan; Meyers, Lara; Moder, Linda; Montali, Marco; Muthusamy, Vinod; Reichert, Manfred; Rizk, Yara; Rosemann, Michael; Roeglinger, Maximilian; Sadiq, Shazia; Seiger, Ronny; Slaats, Tijs; Simkus, Mantas; Someh, Ida Asadi; Weber, Barbara; Weber, Ingo; Weske, Mathias; Zerbato, Francesca
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errSave
Special issue: BPM 2020 Selected Papers in Foundations and Engineering
errenterprise information systems
IF3.4
err2022-11-01
err0
errOAAI
errFahland, Dirk; Ghidini, Chiara; Dumas, Marlon; Reichert, Manfred
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errSave
Prescriptive process monitoring: Quo vadis?
errPEERJ COMPUTER SCIENCE
IF2.5
err2022-09-29
err28
errOAAI
errKubrak, Kateryna; Milani, Fredrik; Nolte, Alexander; Dumas, Marlon
errShare
errSave
Discovering data transfer routines from user interaction logs
errenterprise information systems
IF3.4
err2022-07-01
err10
errOAAI
errLeno, Volodymyr; Augusto, Adriano; Dumas, Marlon; La Rosa, Marcello; Maggi, Fabrizio Maria; Polyvyanyy, Artem
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errSave
Controlled flexibility in blockchain-based collaborative business processes
errenterprise information systems
IF3.4
err2022-02-01
err33
PREAI
errLopez-Pintado, Orlenys; Dumas, Marlon; Garcia-Banuelos, Luciano; Weber, Ingo
errShare
errSave
Encoding resource experience for predictive process monitoring
errDECISION SUPPORT SYSTEMS
IF6.8
err2022-02-01
err19
PREAI
errKim, Jongchan; Comuzzi, Marco; Dumas, Marlon; Maggi, Fabrizio Maria; Teinemaa, Irene
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errSave
Conformance Checking in Process Mining
errenterprise information systems
IF3.4
err2021-12-01
err6
errOAAI
errJans, Mieke; De Weerdt, Jochen; Depaire, Benoit; Dumas, Marlon; Janssenswillen, Gert
errShare
errSave
Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study
errBUSINESS & INFORMATION SYSTEMS ENGINEERING
IF10.4
err2021-10-11
err50
errOAAI
errMartin, Niels; Fischer, Dominik A.; Kerpedzhiev, Georgi D.; Goel, Kanika; Leemans, Sander J. J.; Roeglinger, Maximilian; van der Aalst, Wil M. P.; Dumas, Marlon; La Rosa, Marcello; Wynn, Moe T.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
W
Wil M. P. van der Aalst
H-index: 145 · Papers: 1.7K
R
Rafael Lozano
H-index: 107 · Papers: 411
J
Jan Mendling
H-index: 74 · Papers: 711
A
Arthur H. M. ter Hofstede
H-index: 71 · Papers: 434
B
Barbara Weber
H-index: 70 · Papers: 483
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