Current research interests:
Artificial intelligence applied to industry, machine learning, forecasting, vision systems, and distributed production systems.
S. Gomes Soares Alcalá, V.L. de Nicolás, A.J. López López, M. Ventosa, "A Multi-Criteria and Empirical Study for Determining the Influencing Factors of Generative Artificial Intelligence Adoption in Companies", Systems Research and Behavioral Science, Vol. 43, nº. 2, pp. 750 - 772, March 2026. [Online: November 2025] doi: 10.1002/sres.3215
F.M. do Amaral Filho, S. Galvão Bandeira, S. Gomes Soares Alcalá, T.M. Barbosa, "Um estudo comparativo de ensembles híbridos para aplicações deprevisão de séries temporais", Revista Brasileira de Computação Aplicada, Vol. 13, nº. 2, pp. 58 - 72, July 2021. [Online: July 2021] doi: 10.5335/rbca.v13i2.12067
P.H. de Brito Souza, I. Machado Brito Souza, S. Gomes Soares Alcalá, P. Valverde de Oliveira Vitorino, A. Ferreira da Rocha, T.M. Barbosa, "Video-based photoplethysmography and machine learning algorithms to achieve pulse wave velocity", International Journal of Biotech Trends and Technology, Vol. 11, nº. 1, pp. 7 - 15, March 2021. doi: 10.14445/22490183/IJBTT-V11I1P602
G. de Melo Junior, S. Gomes Soares Alcalá, G. Pereira Furriel, S.L. Vieira, "Missing data analysis using machine learning methods to predict the performance of technical students", Revista Brasileira de Computação Aplicada, Vol. 12, nº. 2, pp. 134 - 143, July 2020. [Online: July 2020] doi: 10.5335/rbca.v12i2.10565
I. Costa, L. Mendonça, M. de Freitas, T.M. Barbosa, S. Gomes Soares Alcalá, "Object defect detection based on a vision system with a microcontroller and an artificial neural network", Journal of Engineering and Technology for Industrial Applications, Vol. 6, nº. 23, pp. 4 - 12, June 2020. doi: https://dx.doi.org/10.5935/2447-0228.20200017
R. Vita, N. Caldas, J.P. Tavares Vieira Basto, S. Gomes Soares Alcalá, F. Diniz, "An IIoT-based architecture for decision support in the aeronautic industry", presented at 9th EASN International Conference on Innovation in Aviation & Space, Athens, Greece, 03-06 September 2019. In: MATEC Web of Conferences, vol. 304, pp. 04004-1/04004-8, doi: 10.1051/matecconf/201930404004