TY - GEN AU - Gámiz Pérez, María Luz AU - Navas-Gómez, Fernando AU - Raya Miranda, Rocío PY - 2023 UR - https://hdl.handle.net/10481/81463 AB - In this paper, a strategy to deal with high-dimensional reliability systems with multiple correlated components is proposed. The goal is to construct a state func- tion that enables the classification of the states of components in one of... LA - eng PB - Wiley KW - Birnbaum importance measure KW - Dependent components KW - Factor analysis KW - Isotonic smoothing KW - Logistic regression TI - Unsupervised and supervised learning for the reliability analysis of complex systems DO - 10.1002/qre.3311 ER -