A Machine Learning Algorithm for Reliability Analysis. - María Luz Gámiz; Fernando Jesus Navas-Gómez; Rocío Raya-Miranda (IEEE Trans. Reliab., 2021)

Unsupervised and supervised learning for the reliability analysis of complex systems. - María Luz Gámiz; Fernando Jesus Navas-Gómez; Rafael Nozal-Cañadas; Rocío Raya-Miranda (Qual. Reliab. Eng. Int., 2023)

Dynamic reliability and sensitivity analysis based on HMM models with Markovian signal process. - María Luz Gámiz; Fernando Jesus Navas-Gómez; Rocío Raya-Miranda; M. C. Segovia-García (Reliab. Eng. Syst. Saf., 2023)

Towards the Best Solution for Complex System Reliability: Can Statistics Outperform Machine Learning? - María Luz Gámiz; Fernando Jesus Navas-Gómez; Rafael Nozal-Cañadas; Rocío Raya-Miranda (CoRR, 2024)