Exploring the Structure of Regression Surfaces by using SiZer Map for Additive Models. - Rocío Raya-Miranda; Martínez Miranda; A. González Carmona (COMPSTAT, 2002)

SiZer Map for inference with additive models. - Wenceslao González-Manteiga; María Dolores Martínez Miranda; Rocío Raya-Miranda (Stat. Comput., 2008)

Data-driven local bandwidth selection for additive models with missing data. - Rocío Raya-Miranda; María Dolores Martínez Miranda (Appl. Math. Comput., 2011)

Data visualization for reliability analysis of repairable systems. - María Luz Gámiz Pérez; Antonio Jesús López-Montoya; María Dolores Martínez Miranda; Rocío Raya-Miranda (Qual. Reliab. Eng. Int., 2019)

TTT-SiZer: A graphic tool for aging trends recognition. - María Luz Gámiz; Rafael Nozal-Cañadas; Rocío Raya-Miranda (Reliab. Eng. Syst. Saf., 2020)

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)