Research output per year
Research output per year
Personal profile
Professional profile
PhD in Information Systems from the University of São Paulo (Brazil). Computer and Systems Engineer from the National University of San Antonio Abad del Cusco (Peru). Currently working as a postdoctoral researcher at the Center for Artificial Intelligence and Machine Learning at the University of São Paulo. She has more than 10 years of experience in research for business processes in health, chatbots and software development
Education/Academic qualification
PhD, Ciencias en el Programa de Sistemas de Información - Área de Especialización: Metodología y Técnicas de Computación (Grado de Doctor), Universidade de São Paulo
17 Apr 2025
Master, Especialización MBA en Ciencia de Datos y Analítica (Título de Segunda Especialidad Profesional), Universidade de São Paulo
2023 → 2024
Master, Ciencias en el Programa: Sistemas de Información, área de Especialización: Metodología y Técnicas de Computación, Universidade de São Paulo
2013 → 2015
Bachelor, Ingeniero Informático y de Sistemas, Universidad Nacional De San Antonio Abad Del Cusco
22 Jan 2014
Bachelor, Ingeniería de Informática y de Sistemas, Universidad Nacional De San Antonio Abad Del Cusco
2006 → 2011
Researching Topics
- Explainable Artificial Intelligence (XAI)
- Large Language Models (LLM)
- Process mining (workflow mining)
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Evaluating antimicrobial prescriptions in primary health care across an entire Brazilian city through the analysis of electronic medical records: where public health and data science converge
on behalf of the CAMO-Net Brazil Study Group, Dec 2025, In: BMC Medical Informatics and Decision Making. 25, 1, 421.Research output: Contribution to journal › Article › peer-review
Open Access -
Interpretability in Predictive Process Monitoring Using Process Models: An Expert Evaluation of the VisInter4PPM Framework
Maita, A. R. C., Fantinato, M., Peres, S. M. & Maggi, F. M., Jun 2025, In: KI - Kunstliche Intelligenz. 39, 2, p. 97-117 21 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Colonisation by multidrug-resistant organisms in health workers in primary care: narrow spectrum oral antimicrobials are a risk factor
the CAMO-Net Brazil Study Group, Dec 2024, In: European Journal of Clinical Microbiology and Infectious Diseases. 43, 12, p. 2323-2333 11 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Supporting Interpretability in Predictive Process Monitoring Using Process Maps
Maita, A. R. C., Fantinato, M., Peres, S. M. & Maggi, F. M., 2024, Enterprise Information Systems - 25th International Conference, ICEIS 2023, Revised Selected Papers. Filipe, J., Filipe, J., Śmiałek, M., Brodsky, A. & Hammoudi, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 230-246 17 p. (Lecture Notes in Business Information Processing; vol. 518 LNBIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Towards a Business-Oriented Approach to Visualization-Supported Interpretability of Prediction Results in Process Mining
Maita, A. R. C., Fantinato, M., Peres, S. M. & Maggi, F. M., 2023, Proceedings of the 25th International Conference on Enterprise Information Systems - Volume 1, ICEIS 2023. Filipe, J., Smialek, M., Brodsky, A. & Hammoudi, S. (eds.). Science and Technology Publications, Lda, p. 395-406 12 p. (International Conference on Enterprise Information Systems, ICEIS - Proceedings; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access4 Scopus citations