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A robust least squares support vector machine for regression and classification with noise

Neurocomputing (Amsterdam), 2014-09, Vol.140, p.41-52

2014

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PLS-LS-SVM based modeling of ATR-IR as a robust method in detection and qualification of alprazolam

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy, 2017-02, Vol.173, p.87-92

2017

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Enhancing the Lithium-ion battery life predictability using a hybrid method

Applied soft computing, 2019-01, Vol.74, p.110-121

2019

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Local Demagnetization Fault Recognition of Permanent Magnet Synchronous Linear Motor Based on S-Transform and PSO-LSSVM

IEEE transactions on power electronics, 2020-08, Vol.35 (8), p.7816-7825

2020

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Comparative Study: Common ANN and LS-SVM Exchange Rate Performance Prediction

Chinese Journal of Electronics, 2018-05, Vol.27 (3), p.561-564

2018

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Adaptive predictive path following control based on least squares support vector machines for underactuated autonomous vessels

Asian journal of control, 2021-01, Vol.23 (1), p.432-448

2021

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A combination of near‐infrared hyperspectral imaging with two‐dimensional correlation analysis for monitoring the content of biogenic amines in mutton

International journal of food science & technology, 2021-06, Vol.56 (6), p.3066-3075

2021

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Comparison of strategies for multi-step ahead photovoltaic power forecasting models based on hybrid group method of data handling networks and least square support vector machine

Energy (Oxford), 2016-07, Vol.107, p.360-373

2016

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A comparison on multi-class classification methods based on least squares twin support vector machine

Knowledge-based systems, 2015-06, Vol.81, p.131-147

2015

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An effective Weighted Multi-class Least Squares Twin Support Vector Machine for Imbalanced data classification

International journal of computational intelligence systems, 2015-08, Vol.8 (4), p.761-778

2015

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Identification of aluminum alloy by laser‐induced breakdown spectroscopy combined with machine algorithm

Microwave and optical technology letters, 2021-06, Vol.63 (6), p.1629-1634

2021

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Voluntary and FES-Induced Finger Movement Estimation Using Muscle Deformation Features

IEEE transactions on industrial electronics (1982), 2020-05, Vol.67 (5), p.4002-4012

2020

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Partial least Squares- least squares- Support Vector Machine Modeling of ATR-IR as a Spectrophotometric Method for Detection and Determination of Iron in Pharmaceutical Formulations

Iranian journal of pharmaceutical research : IJPR, 2019-01, Vol.18 (1), p.72-79

2019

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Study on infrared spectroscopy technique for fast measurement of protein content in milk powder based on LS-SVM

Journal of food engineering, 2008, Vol.84 (1), p.124-131

2008

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Rapid prediction of fatty acid composition of vegetable oil by Raman spectroscopy coupled with least squares support vector machines

Journal of Raman spectroscopy, 2013-12, Vol.44 (12), p.1739-1745

2013

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A heuristic method for parameter selection in LS-SVM: Application to time series prediction

International journal of forecasting, 2011-07, Vol.27 (3), p.725-739

2011

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Optimized fixed-size kernel models for large data sets

Computational statistics & data analysis, 2010-06, Vol.54 (6), p.1484-1504

2010

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Using least squares support vector machines for the airframe structures manufacturing cost estimation

International journal of production economics, 2011-06, Vol.131 (2), p.701-708

2011

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A trust‐based hypervisor framework for preventing DDoS attacks in cloud

Concurrency and computation, 2021-02, Vol.33 (3), p.n/a

2021

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Monitoring the mean with least-squares support vector data description

Gestão & Produção, 2021, Vol.28 (3)

Maboudou-Tchao, Edgard M.

2021

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Potential of support vector regression for prediction of monthly streamflow using endogenous property

Hydrological processes, 2010-03, Vol.24 (7), p.917-923

2010

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Non‐destructive evaluation of bacteria‐infected watermelon seeds using visible/near‐infrared hyperspectral imaging

Journal of the science of food and agriculture, 2017-03, Vol.97 (4), p.1084-1092

2017

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A machine learning-based weather prediction model and its application on smart irrigation

Journal of intelligent & fuzzy systems, 2022-06, Vol.43 (2), p.1835-1842

2022

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Decoupling Control of Six-pole Radial Hybrid Magnetic Bearing Based on Least Square Support Vector Machine Inverse System

IEEE journal of emerging and selected topics in power electronics, 2024-02, Vol.12 (1), p.1-1

2024

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Quadratic kernel-free least squares support vector machine for target diseases classification

Journal of combinatorial optimization, 2015-11, Vol.30 (4), p.850-870

2015

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A robust least squares support vector machine for regression and classification with noise

PLS-LS-SVM based modeling of ATR-IR as a robust method in detection and qualification of alprazolam

Enhancing the Lithium-ion battery life predictability using a hybrid method

Local Demagnetization Fault Recognition of Permanent Magnet Synchronous Linear Motor Based on S-Transform and PSO-LSSVM

Comparative Study: Common ANN and LS-SVM Exchange Rate Performance Prediction

Adaptive predictive path following control based on least squares support vector machines for underactuated autonomous vessels

A combination of near‐infrared hyperspectral imaging with two‐dimensional correlation analysis for monitoring the content of biogenic amines in mutton

Comparison of strategies for multi-step ahead photovoltaic power forecasting models based on hybrid group method of data handling networks and least square support vector machine

A comparison on multi-class classification methods based on least squares twin support vector machine

An effective Weighted Multi-class Least Squares Twin Support Vector Machine for Imbalanced data classification

Identification of aluminum alloy by laser‐induced breakdown spectroscopy combined with machine algorithm

Voluntary and FES-Induced Finger Movement Estimation Using Muscle Deformation Features

Partial least Squares- least squares- Support Vector Machine Modeling of ATR-IR as a Spectrophotometric Method for Detection and Determination of Iron in Pharmaceutical Formulations

Study on infrared spectroscopy technique for fast measurement of protein content in milk powder based on LS-SVM

Rapid prediction of fatty acid composition of vegetable oil by Raman spectroscopy coupled with least squares support vector machines

A heuristic method for parameter selection in LS-SVM: Application to time series prediction

Optimized fixed-size kernel models for large data sets

Using least squares support vector machines for the airframe structures manufacturing cost estimation

A trust‐based hypervisor framework for preventing DDoS attacks in cloud

Monitoring the mean with least-squares support vector data description

Potential of support vector regression for prediction of monthly streamflow using endogenous property

Non‐destructive evaluation of bacteria‐infected watermelon seeds using visible/near‐infrared hyperspectral imaging

A machine learning-based weather prediction model and its application on smart irrigation

Decoupling Control of Six-pole Radial Hybrid Magnetic Bearing Based on Least Square Support Vector Machine Inverse System

Quadratic kernel-free least squares support vector machine for target diseases classification

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