Projects per year
Personal profile
Research profile
Renata Medeiros de Carvalho is an Assistant Professor at Eindhoven University of Technology (TU/e). Her research interests are focused on, but not limited to, adaptive and declarative business processes and Business Process Management (BPM). She works in the domain of flexible business processes in particular, and how this can enrich business process models with domain-specific knowledge.
BPM and BPM systems have only solved the ’easy problems’: 1) business processes where a handful of contingencies handle all situations, and 2) processes where most of the activities can be automated. However, knowledge intensive processes do not lend themselves to such rigid formalizations: both the set of activities to perform, and the content of each activity, depend heavily on a combination of domain-specific knowledge, and the case at hand. Renata is interested in both pragmatic issues of modeling convenience and how flexibility is represented and/or can be detected through recorded data. She is currently conducting research into Object-Centric Behavioral Constraint (OCBC) modeling language, which combines ideas from declarative, constraint-based languages such as Declare, and from data/object modeling techniques (ER, UML, or ORM).
Academic background
Renata Medeiros de Carvalho received her PhD in Computer Science from the Center of Informatics (CIn), Federal University of Pernambuco (UFPE), Brazil in 2015. She also holds an MSc an BSc in Computer Engineering from the University of Pernambuco (UPE), Brazil. She has also worked as a postdoctoral researcher at LATECE - Laboratory for Research on Technology for Ecommerce in the University of Quebec at Montreal (UQAM).
She publishes regularly and has been awarded a Xerox University Affairs Committee Grant and NSERC Engage Grant. Renate is also local coordinator of two Master programs: EIT Digital Data Science and Erasmus Mundus Big Data Management and Analytics (BDMA).
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
Projects
- 2 Finished
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TKI HTSM 18.0067 PATIENCE 2: Patient-centric healthcare through nomadic sensing
Dajsuren, Y. (Project Manager) & Medeiros de Carvalho, R. (Project member)
1/04/21 → 30/11/23
Project: Research direct
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Business Process Re-engineering and functional toolkit for GDPR compliance
van Dongen, B. F. (Project Manager), Hassani, M. (Project member), Medeiros de Carvalho, R. (Project member), Verbeek, H. M. W. (Project member), Zaman, R. (Project member) & Mozafari Mehr, A. (Project member)
1/05/18 → 30/04/21
Project: Research direct
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Uncharted Workflows: Process Mining Perspectives in Health
Sidorova, N. & Medeiros de Carvalho, R., 30 Mar 2026, Mining a Scientist's Process: Essays Dedicated to Wil van der Aalst on the Occasion of His 60th Birthday. Mendling, J., Leemans, S., van Dongen, B. F. & Reijers, H. (eds.). Cham: Springer, p. 648-661 14 p. (Lecture Notes in Computer Science (LNCS); vol. 16480).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
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A Novel Way to Evaluate Medical Discharge Predictions: A Research Paper
van der Haas, Y., Medeiros de Carvalho, R., van Dijk, T., van Dongen, B. F. & Plas, R., 2025.Research output: Contribution to conference › Paper › Academic
Open AccessFile77 Downloads (Pure) -
Detecting Complex Anomalous Behaviors in Business Processes: A Multi-perspective Conformance Checking Approach
Mozafari Mehr, A. S. (Corresponding author), M. de Carvalho, R. & van Dongen, B., 26 Mar 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Cham: Springer, p. 44-56 13 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile4 Link opens in a new tab Citations (Scopus)59 Downloads (Pure) -
Early Predicting the Need for Aftercare Based on Patients Events from the First Hours of Stay – A Case Study
Dubbeldam, A. L. (Corresponding author), Ketykó, I., de Carvalho, R. M. & Mannhardt, F., 26 Mar 2023, Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Springer, p. 366-377 12 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 468).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile3 Link opens in a new tab Citations (Scopus)32 Downloads (Pure) -
Explainable conformance checking: Understanding patterns of anomalous behavior
Mozafari Mehr, A. S. (Corresponding author), M. de Carvalho, R. & van Dongen, B., Nov 2023, In: Engineering Applications of Artificial Intelligence. 126, Part B., 14 p., 106827.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile10 Link opens in a new tab Citations (Scopus)28 Downloads (Pure)
Courses
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EIT_Data Science Entry Point
van den Brand, M. G. J. & Medeiros de Carvalho, R. 1/09/15 → 31/08/27
Course
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Foundations of Data Analytics
Rogozan, M., Abu Sbeit, A. A., Brunings, M. D., Sidorova, N. & Medeiros de Carvalho, R. 1/09/23 → 31/08/27
Course
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Press/Media
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-TU/e : How companies are saving millions globally thanks to data pioneers in Eindhoven
van der Aalst, W. M. P., van Dongen, B. F. & Medeiros de Carvalho, R.
30/03/22
3 items of Media coverage
Press/Media: Expert Comment