Non-parametric stochastic subset optimization for reliability-based importance ranking of bridges in transportation networks
Sign Up to like & getrecommendations! Published in 2019 at "Applied Mathematical Modelling"
DOI: 10.1016/j.apm.2019.06.010
Abstract: Abstract Establishing reliability-based importance ranking of bridges in a transportation network usually entails significant computational efforts, especially for large-scale networks. This paper proposes a non-parametric stochastic subset optimization (NP-SSO) algorithm to efficiently identify the reliability-based… read more here.
Keywords: based importance; bridges transportation; importance ranking; importance ... See more keywords
Combining wavelength importance ranking to the random forest classifier to analyze multiclass spectral data.
Sign Up to like & getrecommendations! Published in 2021 at "Forensic science international"
DOI: 10.1016/j.forsciint.2021.110998
Abstract: Near Infrared (NIR) is a type of vibrational spectroscopy widely used in different areas to characterize substances. NIR datasets are comprised of absorbance measures on a range of wavelengths (λ). Typically noisy and correlated, the… read more here.
Keywords: importance ranking; forest classifier; random forest; wavelength importance ... See more keywords