Nathalie Hernández

Statistics

Publications

Citations

104

H-Index

Active since

2017

Affiliations

Pontificia Universidad Javeriana(Current)

Berlin Centre of Competence for Water

Nathalie Hernández is an author at Pontificia Universidad Javeriana specializing in random forest classification, infrastructure deterioration modeling, and pipes.

ORCID

Publications per year

2017–2020

Publications

Practical benchmarking of statistical and machine learning models for predicting the condition of sewer pipes in Berlin, Germany

Nicolas Caradot, Mathias Riechel, M. Fesneau et al. · Journal of Hydroinformatics · 2018 · 62 citations · Full text

Computing, Computer Science, Industrial Engineering +17

Support tools to predict the critical structural condition of uninspected pipes for case studies of Germany and Colombia

Nathalie Hernández, Nicolas Caradot, Hauke Sonnenberg et al. · Water Practice & Technology · 2018 · 19 citations · Full text

Engineering, Urban Planning, Decision Analysis +12

Arima as a forecasting tool for water quality time series measured with UV-Vis spectrometers in a constructed wetland

Nathalie Hernández, Julio A. Camargo, Fredy Moreno et al. · Tecnología y Ciencias del Agua · 2017 · 12 citations · Full text

Natural Resources, Environmental Engineering, Environmental Sciences +17

Optimizing SVM models as predicting tools for sewer pipes conditions in the two main cities in Colombia for different sewer asset management purposes

Nathalie Hernández, Nicolas Caradot, Hauke Sonnenberg et al. · Structure and Infrastructure Engineering · 2020 · 11 citations

Natural Resources, Water Resources Management, Forecasting +11

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