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Research article

First published 2017-2

Comparison of partial least squares regression,least squares support vector machines,and Gaussian process regression for a near infrared calibration

Chenhao Cui, Tom Fearn

Journal of Near Infrared Spectroscopy

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Research article

First published 2024-03-05

Uncertain least square support vector regression with imprecise observations

Hao Zhang, Yuhong Sheng

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2021-3

Quadratic hyper-surface kernel-free least squares support vector regression

Junyou Ye, Zhixia Yang, Zhilin Li

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-01-30

Twin proximal least squares support vector regression machine based on heteroscedastic Gaussian noise

Shiguang Zhang, Qiuyun Yuan, Feng Yuan [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2014-4

A novel method based on least squares support vector regression combing with strong tracking particle filter for machinery condition prognosis

Chengliang Li, Zhongsheng Wang, Shuhui Bu [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2012-12

Prediction of Brix Values of Intact Peaches with Least Squares-Support Vector Machine Regression Models

Mihail I. Mukarev, Kerry B. Walsh

Journal of Near Infrared Spectroscopy

Open access

Research article

First published 2022-7

Three-dimensional localization algorithm of mobile nodes based on received signal strength indicator-angle of arrival and least-squares support-vector regression

Lieping Zhang, Huihao Peng, Jiajie He [...]

International Journal of Distributed Sensor Networks

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Research article

First published 2017-12

Benchmarking support vector regression against partial least squares regression and artificial neural network: Effect of sample size on model performance

Rikke Ingemann Tange, Morten Arendt Rasmussen, Eizo Taira [...]

Journal of Near Infrared Spectroscopy

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Research article

First published 2010-6

Evaluation of Spectral Pretreatments,Partial Least Squares,Least Squares Support Vector Machines and Locally Weighted Regression for Quantitative Spectroscopic Analysis of Soils

Benoit Igne, James B. Reeves, Gregory McCarty [...]

Journal of Near Infrared Spectroscopy

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Research article

First published 2012-12

Development of CO 2 emission model of an acid gas incinerator using Nelder–Mead least squares support vector regression

Elangeshwaran Pathmanathan, Rosdiazli Ibrahim, Vijanth Sagayan Asirvadam

Transactions of the Institute of Measurement and Control

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