A biased least squares support vector machine based on Mahalanobis distance for PU learning
Sign Up to like & getrecommendations! Published in 2018 at "Physica A: Statistical Mechanics and its Applications"
DOI: 10.1016/j.physa.2018.05.128
Abstract: Abstract In many domains, the presence of both positive and negative examples is not satisfied and only one class of examples is available. This special case of binary classification is called as PU (positive and… read more here.
Keywords: least squares; support vector; mahalanobis distance; distance ... See more keywords
A novel wind turbine fault diagnosis method based on intergral extension load mean decomposition multiscale entropy and least squares support vector machine
Sign Up to like & getrecommendations! Published in 2018 at "Renewable Energy"
DOI: 10.1016/j.renene.2017.09.061
Abstract: Abstract Aimed at the non-stationary and nonlinear characteristics of wind turbine vibration signals, a novel fault diagnosis method based on integral extension load mean decomposition multiscale entropy and least squares support vector machine was proposed… read more here.
Keywords: least squares; support vector; squares support; method ... See more keywords
Survival Risk Prediction of Esophageal Squamous Cell Carcinoma Based on BES-LSSVM
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/3895590
Abstract: Esophageal squamous cell carcinoma (ESCC) is one of the highest incidence and mortality cancers in the world. An effective survival prediction model can improve the quality of patients' survival. In this study, ten indicators related… read more here.
Keywords: vector machine; machine; survival; support vector ... See more keywords
Analysis of Diversified Radio and Television Data Based on Adaptive Least Squares Support Vector Machine
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/4235088
Abstract: Under the current big data background, the training mode of radio and television director technology is obsolete, and the technical means do not meet the needs of modern development. In this article, a self-adaptive multivariate… read more here.
Keywords: television; vector machine; support vector; radio television ... See more keywords
Segmentation algorithm for Hangzhou white chrysanthemums based on least squares support vector machine
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Agricultural and Biological Engineering"
DOI: 10.25165/ijabe.v12i4.4584
Abstract: In order to realize the visual positioning for Hangzhou white chrysanthemums harvesting robot in natural environment, a color image segmentation method for Hangzhou white chrysanthemum based on least squares support vector machine (LS-SVM) was proposed.… read more here.
Keywords: least squares; white chrysanthemums; squares support; image ... See more keywords
ENHANCEMENT SPECTRAL RESOLUTION FOR THE PREDICTION AMOUNT OF SOFOSBUVIR AND LEDIPASVIR USING LEAST SQUARES SUPPORT VECTOR MACHINE AND ARTIFICIAL NEURAL NETWORKS IN PHARMACEUTICAL FORMULATION
Sign Up to like & getrecommendations! Published in 2019 at "Journal of the Chilean Chemical Society"
DOI: 10.4067/s0717-97072019000104310
Abstract: In this study, least squares support vector machine (LS-SVM) and artificial neural networks (ANNs) as intelligent methods combined with spectrophotometry method, were used for determination of Sofosbuvir (SOF) and Ledipasvir (LED) in synthetic mixtures and… read more here.
Keywords: vector machine; least squares; neural networks; squares support ... See more keywords