Alicia Robles‐Velasco

Prediction of pipe failures in water supply networks using logistic regression and support vector classification

Alicia Robles‐Velasco, Pablo Cortés, Jesús Muñuzuri et al. · Reliability Engineering & System Safety · 2019 · 193 citations · Full text

Computing, Water Resources Management, Machine Learning +16

Prediction of pipe failures in water supply networks for longer time periods through multi-label classification

Alicia Robles‐Velasco, Pablo Cortés, Jesús Muñuzuri et al. · Expert Systems with Applications · 2022 · 51 citations · Full text

Computing, Data Science, Water Resources Management +17

Estimation of a logistic regression model by a genetic algorithm to predict pipe failures in sewer networks

Alicia Robles‐Velasco, Pablo Cortés, Jesús Muñuzuri et al. · OR Spectrum · 2021 · 28 citations · Full text

Engineering, Water Resources Management, Machine Learning +16

Artificial Neural Networks to Forecast Failures in Water Supply Pipes

Alicia Robles‐Velasco, Cristóbal Ramos-Salgado, Jesús Muñuzuri et al. · Sustainability · 2021 · 24 citations · Full text

Computing, Computer Science, Water Resources Management +14

Trends and applications of machine learning in water supply networks management

Alicia Robles‐Velasco, Jesús Muñuzuri, Luis Onieva et al. · Journal of Industrial Engineering and Management · 2021 · 21 citations · Full text

Computing, Computer Science, Water Resources Management +16