Projecten per jaar
Persoonlijk profiel
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).
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 2 Afgelopen
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TKI HTSM 18.0067 PATIENCE 2: Patient-centric healthcare through nomadic sensing
Dajsuren, Y. (Project Manager) & Medeiros de Carvalho, R. (Projectmedewerker)
1/04/21 → 30/11/23
Project: Onderzoek direct
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Business Process Re-engineering and functional toolkit for GDPR compliance
van Dongen, B. F. (Project Manager), Hassani, M. (Projectmedewerker), Medeiros de Carvalho, R. (Projectmedewerker), Verbeek, H. M. W. (Projectmedewerker), Zaman, R. (Projectmedewerker) & Mozafari Mehr, A. (Projectmedewerker)
1/05/18 → 30/04/21
Project: Onderzoek 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. (uitgave). Springer, blz. 44-56 13 blz. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open Access3 Citaten (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. (uitgave). Springer, blz. 366-377 12 blz. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open Access -
Identifying the Context of Data Usage to Diagnose Privacy Issues through Process Mining
Mehr, A. S. M. (Corresponding author), de Carvalho, R. M. & van Dongen, B., mei 2023, In: Transactions on Data Privacy. 16, 2, blz. 123-151 29 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand30 Downloads (Pure) -
Predicting Patient Care Acuity: An LSTM Approach for Days-to-day Prediction
Bekelaar, J. W. R., Luime, J. J. & de Carvalho, R. M., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (uitgave). Springer, blz. 378-390 13 blz. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › 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. (uitgave). Springer, blz. 397-412 16 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13725 LNAI).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Cursussen
Knipsels
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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
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Pers / media: Vakinhoudelijk commentaar