Marta Isabel Belchior Lopes

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Marta Isabel Belchior Lopes

CMA Research Group - Statistics and Risk Management

Former affiliation
 https://orcid.org/0000-0002-4135-1857

  • DM - Departamento de Matemática
    Faculdade de Ciências e Tecnologia/UNL
    Edifício VII
    Campus de Caparica
    2829-516 Caparica

    Portugal

Accepting PhD Students

PhD projects

Multi-omic networks in gliomas;

Forecasting shellfish contamination by marine biotoxins

Calculated based on number of publications stored in Pure and citations from Scopus
20202023

Research activity per year

Personal profile

Education/Academic qualification

Biotecnologia, Doctorate, Advances in Near Infrared Hyperspectral Image Analysis for Pharmaceutical Anti-counterfeiting, Universidade Técnica de Lisboa

Award Date: 7 Feb 2011

Applied Mathematics, Master, Strategies for avoiding overparametrization in statistical catch-at-age methods, Universidade de Lisboa

Award Date: 27 Jul 2006

Biology, Master, Feeding ecology and morphological variation of Macroramphosus spp. and Capros aper in the Portuguese coast, Universidade de Lisboa

Award Date: 8 Sept 2003

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  • 9 Article
  • 6 Conference contribution
  • 6 Review article
  • 2 Chapter

  • Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action

    D’Elia, D., Truu, J., Lahti, L., Berland, M., Papoutsoglou, G., Ceci, M., Zomer, A., Lopes, M. B., Ibrahimi, E., Gruca, A., Nechyporenko, A., Frohme, M., Klammsteiner, T., Pau, E. C. D. S., Marcos-Zambrano, L. J., Hron, K., Pio, G., Simeon, A., Suharoschi, R., Moreno-Indias, I., & 21 othersTemko, A., Nedyalkova, M., Apostol, E. S., Truică, C. O., Shigdel, R., Telalović, J. H., Bongcam-Rudloff, E., Przymus, P., Jordamović, N. B., Falquet, L., Tarazona, S., Sampri, A., Isola, G., Pérez-Serrano, D., Trajkovik, V., Klucar, L., Loncar-Turukalo, T., Havulinna, A. S., Jansen, C., Bertelsen, R. J. & Claesson, M. J., Sept 2023, In: Frontiers in Microbiology. 14, 8 p., 1257002.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File
    10 Citations (Scopus)
    18 Downloads (Pure)

  • A toolbox of machine learning software to support microbiome analysis

    Marcos-Zambrano, L. J., López-Molina, V. M., Bakir-Gungor, B., Frohme, M., Karaduzovic-Hadziabdic, K., Klammsteiner, T., Ibrahimi, E., Lahti, L., Loncar-Turukalo, T., Dhamo, X., Simeon, A., Nechyporenko, A., Pio, G., Przymus, P., Sampri, A., Trajkovik, V., Lacruz-Pleguezuelos, B., Aasmets, O., Araújo, R., Anagnostopoulos, I., & 28 othersAydemir, Ö., Berland, M., Calle, M. L., Ceci, M., Duman, H., Gündoğdu, A., Havulinna, A. S., Kaka Bra, K. H. N., Kalluci, E., Karav, S., Lode, D., Lopes, M. B., May, P., Nap, B., Nedyalkova, M., Paciência, I., Pasic, L., Pujolassos, M., Shigdel, R., Susín, A., Thiele, I., Truică, C. O., Wilmes, P., Yilmaz, E., Yousef, M., Claesson, M. J., Truu, J. & Carrillo de Santa Pau, E., 22 Nov 2023, In: Frontiers in Microbiology. 14, 20 p., 1250806.

    Research output: Contribution to journal › Review article › peer-review

    Open Access
    File
    4 Citations (Scopus)
    25 Downloads (Pure)

  • Causal Graph Discovery for Explainable Insights on Marine Biotoxin Shellfish Contamination

    Ribeiro, D., Ferraz, F., Lopes, M. B., Rodrigues, S., Costa, P. R., Vinga, S. & Carvalho, A. M., Nov 2023, Intelligent Data Engineering and Automated Learning – IDEAL 2023: 24th International Conference, Évora, Portugal, November 22–24, 2023, Proceedings. Quaresma, P., Camacho, D., Yin, H., Gonçalves, T., Julian, V. & Tallón-Ballesteros, A. J. (eds.). Cham: Springer, p. 483-494 12 p. (Lecture Notes in Computer Science; vol. 14404 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Disclosing transcriptomics network-based signatures of glioma heterogeneity using sparse methods

    Martins, S., Coletti, R. & Lopes, MB., Dec 2023, In: BioData Mining. 16, 1, 16 p., 26.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File
    1 Citation (Scopus)
    16 Downloads (Pure)

  • Evaluating the Causal Role of Environmental Data in Shellfish Biotoxin Contamination on the Portuguese Coast

    Baião, A. R., Peixoto, C., Lopes, M. B., Costa, P. R., Carvalho, A. M. & Vinga, S., Dec 2023, Progress in Artificial Intelligence: 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5–8, 2023, Proceedings, Part II. Moniz, N., Vale, Z., Cascalho, J., Silva, C. & Sebastião, R. (eds.). Cham: Springer, p. 325-337 13 p. (Lecture Notes in Computer Science; vol. 14116 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

View all 23 research outputs