Application of linear regression algorithm and stochastic gradient descent in a machine‐learning environment for predicting biomass higher heating value
Sign Up to like & getrecommendations! Published in 2020 at "Biofuels"
DOI: 10.1002/bbb.2140
Abstract: The higher heating value (HHV) provides information about the quantity of energy contained in a fuel such as biomass. Correlations and models can be developed to predict biomass HHV quickly from other analysis data. In… read more here.
Keywords: stochastic gradient; heating value; regression algorithm; linear regression ... See more keywords
Evolutionary Polynomial Regression Algorithm Enhanced with a Robust Formulation: Application to Shear Strength Prediction of RC Beams without Stirrups
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Computing in Civil Engineering"
DOI: 10.1061/(asce)cp.1943-5487.0000985
Abstract: AbstractMany classes of engineering problems focus on the process of calibrating mathematical models using observed data. The enormous progress of scientific computation and data-mining techniques ... read more here.
Keywords: evolutionary polynomial; regression algorithm; algorithm enhanced; robust formulation ... See more keywords