Renata Medeiros de Carvalho
Department / Institute
Group
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).
Recent Publications
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István Ketykó,Renata M. de Carvalho,Felix Mannhardt
Early Predicting the Need for Aftercare Based on Patients Events from the First Hours of Stay – A Case Study
(2023) -
Azadeh Sadat Mozafari Mehr,Renata M. de Carvalho,Boudewijn van Dongen
Detecting Complex Anomalous Behaviors in Business Processes
(2023) -
Jorge Munoz-gama,Niels Martin,Carlos Fernandez-llatas,Owen A. Johnson,Marcos Sepúlveda,Emmanuel Helm,Victor Galvez-yanjari,Eric Rojas,Antonio Martinez-millana,Davide Aloini
Process mining for healthcare: Characteristics and challenges
Journal of Biomedical Informatics (2022) -
Azadeh Sadat Mozafari Mehr,Renata M. de Carvalho,Boudewijn van Dongen
An Association Rule Mining-Based Framework for the Discovery of Anomalous Behavioral Patterns
(2022) -
Azadeh Mozafari Mehr,Renata Medeiros de Carvalho,Boudewijn F. van Dongen
Detecting Privacy, Data and Control-Flow Deviations in Business Processes
(2021)
Current Educational Activities
Ancillary Activities
No ancillary activities