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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).
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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. & Medeiros de Carvalho, R.
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., Hassani, M., Medeiros de Carvalho, R., Verbeek, H. M. W., Zaman, R. & Mozafari Mehr, A.
1/05/18 → 30/04/21
Project: Research direct
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Detecting Complex Anomalous Behaviors in Business Processes: A Multi-perspective Conformance Checking Approach
Mozafari Mehr, A. S., M. de Carvalho, R. & van Dongen, B., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Springer, p. 44-56 13 p. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access1 Citation (Scopus) -
Early Predicting the Need for Aftercare Based on Patients Events from the First Hours of Stay – A Case Study
Dubbeldam, A. L., Ketykó, I., de Carvalho, R. M. & Mannhardt, F., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Springer, p. 366-377 12 p. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
An Association Rule Mining-Based Framework for the Discovery of Anomalous Behavioral Patterns
Mozafari Mehr, A. S., M. de Carvalho, R. & van Dongen, B., 2022, Advanced Data Mining and Applications - 18th International Conference, ADMA 2022, Proceedings. Chen, W., Yao, L., Cai, T., Pan, S., Shen, T. & Li, X. (eds.). Springer, p. 397-412 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13725 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Process mining for healthcare: Characteristics and challenges
Munoz-gama, J., Martin, N., Fernandez-llatas, C., Johnson, O. A., Sepúlveda, M., Helm, E., Galvez-yanjari, V., Rojas, E., Martinez-millana, A., Aloini, D., Amantea, I. A., Andrews, R., Arias, M., Beerepoot, I., Benevento, E., Burattin, A., Capurro, D., Carmona, J., Comuzzi, M., Dalmas, B., & 30 others , 1 Mar 2022, In: Journal of Biomedical Informatics. 127, 15 p., 103994.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile71 Citations (Scopus)169 Downloads (Pure) -
Detecting Privacy, Data and Control-Flow Deviations in Business Processes
Mozafari Mehr, A., Medeiros de Carvalho, R. & van Dongen, B. F., 15 Jun 2021, Intelligent Information Systems - CAiSE Forum 2021, Proceedings. Nurcan, S. & Korthaus, A. (eds.). Springer, p. 82-91 10 p. (Lecture Notes in Business Information Processing; vol. 424 LNBIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
File7 Citations (Scopus)40 Downloads (Pure)
Courses
Press/Media
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-TU/e : How companies are saving millions globally thanks to data pioneers in Eindhoven
Wil M.P. van der Aalst, Boudewijn F. van Dongen & Renata Medeiros de Carvalho
30/03/22
3 items of Media coverage
Press/Media: Expert Comment