Personal profile
Personal information
Márcia Lourenço Baptista is an Invited Adjunct Professor at NOVA IMS and holds a PhD from MIT Portugal Program (Instituto Superior Técnico). She teaches different topics in big data analytics, data science. Main area of research is predictive analytics, explainable artificial intelligence and neural networks. She is interested in applying these techniques to Geographic Information Systems (GIS) both in the ocean and coastal studies as well as land development. She is the author of more than 45 scientific articles, most of which are classified in Quartile 1 or high-impact conferences. Before enrolling in NOVA IMS, she was an invited researcher in several international research centers such as NASA Research Center, ITA, National Institute of Informatics of Tokyo and Delft University of Technology.
Education/Academic qualification
Information Systems, Master
2006 → 2008
Information Systems, Bachelor
2003 → 2006
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Collaborations and top research areas from the last five years
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A Comprehensive Survey of Hybrid Whale Optimization Algorithm with Long-Short Term Memory: Applications, Improvements, and Future Perspective
Hosseinzadeh, M., Tanveer, J., Rahmani, A. M., Baptista, M. L., Abbaszadi, R., Gharehchopogh, F. S., Porntaveetus, T. & Lee, S.-W., Apr 2026, In: Archives of Computational Methods in Engineering. 33, 3, p. 3665–3706 42 p.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Citations (Scopus) -
Improving coastal monitoring and forecasting systems through interoperable OGC API EDR-based data services [abstract]
Dias, T., Videira, C., Lobo, V., Costa, A. C. & Baptista, M. L., 5 May 2026. 1 p.Research output: Contribution to conference › Abstract › peer-review
Open AccessFile3 Downloads (Pure) -
An energy-focused model for batteryless IoT: Vortex wireless power transfer and fog computing in 6 G networks
Hosseinzadeh, M., Tanveer, J., Ali, S., Baptista, M. L., Gharehchopogh, F. S., Rajabi, S., Porntaveetus, T. & Lee, S.-W., Jul 2025, In: Internet of Things. 32, 21 p., 101657.Research output: Contribution to journal › Article › peer-review
8 Link opens in a new tab Citations (Scopus) -
Artificial Intelligence for Smart Manufacturing and Industry X.0
Islam, M. M. M. (Editor/Coordinator), Baptista, M. L. (Editor/Coordinator) & Tariq, F. (Editor/Coordinator), 5 Mar 2025, Gewerbestrasse, Cham, Switzerland: Springer. 226 p. (Springer Series in Advanced Manufacturing )Research output: Book/Report › Book › peer-review
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Artificial Intelligence in Smart Manufacturing: Emerging Opportunities and Prospects
Islam, M. M. M., Emon, J. I., Ng, K. Y., Asadpour, A., Aziz, M. M. R. A., Baptista, M. L. & Kim, J.-M., 6 Mar 2025, Artificial Intelligence for Smart Manufacturing and Industry X.0. Islam, M. M. M., Baptista, M. L. & Tariq, F. (eds.). Gewerbestrasse, Cham, Switzerland: Springer, p. 9-36 28 p. (Springer Series in Advanced Manufacturing).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
8 Link opens in a new tab Citations (Scopus)
Datasets
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[Software] CounterfactualsMaintenance
Andringa, J. (Contributor), Baptista, M. (Creator) & Santos, B. F. (Contributor), Zenodo, 19 Oct 2024
DOI: 10.5281/zenodo.14846611, https://zenodo.org/records/14846612 and one more link, https://github.com/marcialbaptista/CounterfactualsMaintenance (show fewer)
Dataset
Activities
- 2 Oral presentation
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Centro Nacional de Dados Oceanográficos [flashtalk]
Dias, T. G. (Speaker), Fortes, I. (Speaker), Alves, M. (Speaker), Esteves, R. (Speaker), Dias, E. (Speaker), Barata, P. (Speaker), Costa, A. C. (Speaker) & Baptista, M. (Speaker)
27 Nov 2025Activity: Talk or presentation › Oral presentation
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National Oceanographic Data Centre de Portugal
Dias, T. G. (Speaker), Fortes, I. (Speaker), Esteves, R. (Speaker), Dias, E. (Speaker), Barata, P. (Speaker), Costa, A. C. (Speaker) & Baptista, M. (Speaker)
6 Nov 2025Activity: Talk or presentation › Oral presentation