Nature-inspired metaheuristic multivariate adaptive regression splines for predicting refrigeration system performance
Sign Up to like & getrecommendations! Published in 2017 at "Soft Computing"
DOI: 10.1007/s00500-015-1798-y
Abstract: This study aims to build an artificial intelligence (AI)-based inference model to predict the coefficient of performance (COP) for refrigeration equipment under various R404A refrigerant conditions. The proposed model, the evolutionary multivariate adaptive regression splines… read more here.
Keywords: regression splines; regression; adaptive regression; performance ... See more keywords
Evaluation of mechanical properties of concretes containing coarse recycled concrete aggregates using multivariate adaptive regression splines (MARS), M5 model tree (M5Tree), and least squares support vector regression (LSSVR) models
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-018-3630-y
Abstract: This paper investigates the application of three artificial intelligence methods, including multivariate adaptive regression splines (MARS), M5 model tree (M5Tree), and least squares support vector regression (LSSVR) for the prediction of the mechanical behavior of… read more here.
Keywords: strength; regression splines; regression; adaptive regression ... See more keywords
Prediction of the tunnel displacement induced by laterally adjacent excavations using multivariate adaptive regression splines
Sign Up to like & getrecommendations! Published in 2020 at "Acta Geotechnica"
DOI: 10.1007/s11440-020-00916-w
Abstract: Excavations may cause excessive ground movements, resulting in potential damage to laterally adjacent tunnels. The aim of this investigation is to present a simple assessment technique using a multivariate adaptive regression splines (MARS) model, which… read more here.
Keywords: regression splines; adaptive regression; tunnel; laterally adjacent ... See more keywords
Reliability estimation of public bus routes: Applicability of multivariate adaptive regression splines approach
Sign Up to like & getrecommendations! Published in 2018 at "Canadian Journal of Civil Engineering"
DOI: 10.1139/cjce-2017-0518
Abstract: The performance of public bus lines is generally evaluated by comparing demand and ridership. However, reliability gain or loss by a proposed bus route should also be considered in the decision-making process to ensure a… read more here.
Keywords: regression splines; adaptive regression; public bus; reliability ... See more keywords
Application of Multivariate Adaptive Regression Splines (MARSplines) for Predicting Antitumor Activity of Anthrapyrazole Derivatives
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Molecular Sciences"
DOI: 10.3390/ijms23095132
Abstract: An approach using multivariate adaptive regression splines (MARSplines) was applied for quantitative structure–activity relationship studies of the antitumor activity of anthrapyrazoles. At the first stage, the structures of anthrapyrazole derivatives were subjected to geometrical optimization… read more here.
Keywords: multivariate adaptive; antitumor activity; regression splines; activity ... See more keywords