Interval LASSO regression based extreme learning machine for nonlinear multivariate calibration of near infrared spectroscopic datasets
Sign Up to like & getrecommendations! Published in 2018 at "Analytical Methods"
DOI: 10.1039/c8ay00466h
Abstract: As a nonlinear multivariate calibration method, extreme learning machine (ELM) has recently received increasing attention for its fast learning speed and excellent generalized performance. However, it is implemented normally under the empirical risk minimization scheme,… read more here.
Keywords: based elm; nonlinear multivariate; elm; lasso ... See more keywords
A new method to determine morphological properties of fruits and vegetables by image processing technique and nonlinear multivariate modeling
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Food Properties"
DOI: 10.1080/10942912.2020.1729177
Abstract: ABSTRACT In engineering and agriculture, morphological properties are the important characters in studying physical properties of the products. The use of image processing and machine vision technique to measure appearance and morphological properties of objects… read more here.
Keywords: technique; image processing; nonlinear multivariate; morphological properties ... See more keywords