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Prediction of water quality index (WQI) using support vector machine (SVM) and least square-support vector machine (LS-SVM)

International journal of river basin management, 2021-04, Vol.19 (2), p.149-156

2021

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FSVM-CIL: Fuzzy Support Vector Machines for Class Imbalance Learning

IEEE transactions on fuzzy systems, 2010-06, Vol.18 (3), p.558-571

2010

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IEEE_Xplore

Feature selection by Universum embedding

Pattern recognition, 2024-09, Vol.153, Article 110514

2024

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Smart power consumption abnormality detection in buildings using micromoments and improved K‐nearest neighbors

International journal of intelligent systems, 2021-06, Vol.36 (6), p.2865-2894

2021

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Detection of Life-Threatening Arrhythmias Using Feature Selection and Support Vector Machines

IEEE transactions on biomedical engineering, 2014-03, Vol.61 (3), p.832-840

2014

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IEEE_Xplore

Classification of sentiment reviews using n-gram machine learning approach

Expert systems with applications, 2016-09, Vol.57, p.117-126

2016

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Comprehensive evaluation of twin SVM based classifiers on UCI datasets

Applied soft computing, 2019-10, Vol.83, p.105617, Article 105617

2019

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Short-term PV power forecasting using hybrid GASVM technique

Renewable energy, 2019-09, Vol.140, p.367-379

2019

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EEG signal classification using universum support vector machine

Expert systems with applications, 2018-09, Vol.106, p.169-182

2018

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Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

IEEE transactions on geoscience and remote sensing, 2008-11, Vol.46 (11), p.3804-3814

2008

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IEEE_Xplore

Trajectory-Based Anomalous Event Detection

IEEE transactions on circuits and systems for video technology, 2008-11, Vol.18 (11), p.1544-1554

2008

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IEEE_Xplore

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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IEEE_Xplore

Feature parameter extraction and intelligent estimation of the State-of-Health of lithium-ion batteries

Energy (Oxford), 2019-06, Vol.176, p.91-102

2019

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Human Activity Classification Based on Micro-Doppler Signatures Using a Support Vector Machine

IEEE transactions on geoscience and remote sensing, 2009-05, Vol.47 (5), p.1328-1337

2009

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IEEE_Xplore

Robust nonparallel support vector machines via second-order cone programming

Neurocomputing (Amsterdam), 2019-10, Vol.364, p.227-238

2019

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Rolling bearing fault detection and diagnosis based on composite multiscale fuzzy entropy and ensemble support vector machines

Mechanical systems and signal processing, 2017-02, Vol.85, p.746-759

2017

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COVID-19 cough classification using machine learning and global smartphone recordings

Computers in biology and medicine, 2021-08, Vol.135, p.104572-104572, Article 104572

2021

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A novel intelligent diagnosis method using optimal LS-SVM with improved PSO algorithm

Soft computing (Berlin, Germany), 2019-04, Vol.23 (7), p.2445-2462

2019

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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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Rolling Bearing Fault Diagnosis Based on VMD-MPE and PSO-SVM

Entropy (Basel, Switzerland), 2021-06, Vol.23 (6), p.762

2021

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Short-term wind power prediction based on LSSVM–GSA model

Energy conversion and management, 2015-09, Vol.101, p.393-401

2015

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A comprehensive study on estimating higher heating value of biomass from proximate and ultimate analysis with machine learning approaches

Energy (Oxford), 2019-12, Vol.188, p.116077, Article 116077

2019

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Inverse free reduced universum twin support vector machine for imbalanced data classification

Neural networks, 2023-01, Vol.157, p.125-135

2023

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A Semiproximal Support Vector Machine Approach for Binary Multiple Instance Learning

IEEE transaction on neural networks and learning systems, 2021-08, Vol.32 (8), p.3566-3577

2021

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IEEE_Xplore

Credit scoring using the clustered support vector machine

Expert systems with applications, 2015-02, Vol.42 (2), p.741-750

Harris, Terry

2015

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Prediction of water quality index (WQI) using support vector machine (SVM) and least square-support vector machine (LS-SVM)

FSVM-CIL: Fuzzy Support Vector Machines for Class Imbalance Learning

Feature selection by Universum embedding

Smart power consumption abnormality detection in buildings using micromoments and improved K‐nearest neighbors

Detection of Life-Threatening Arrhythmias Using Feature Selection and Support Vector Machines

Classification of sentiment reviews using n-gram machine learning approach

Comprehensive evaluation of twin SVM based classifiers on UCI datasets

Short-term PV power forecasting using hybrid GASVM technique

EEG signal classification using universum support vector machine

Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

Trajectory-Based Anomalous Event Detection

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

Feature parameter extraction and intelligent estimation of the State-of-Health of lithium-ion batteries

Human Activity Classification Based on Micro-Doppler Signatures Using a Support Vector Machine

Robust nonparallel support vector machines via second-order cone programming

Rolling bearing fault detection and diagnosis based on composite multiscale fuzzy entropy and ensemble support vector machines

COVID-19 cough classification using machine learning and global smartphone recordings

A novel intelligent diagnosis method using optimal LS-SVM with improved PSO algorithm

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

Rolling Bearing Fault Diagnosis Based on VMD-MPE and PSO-SVM

Short-term wind power prediction based on LSSVM–GSA model

A comprehensive study on estimating higher heating value of biomass from proximate and ultimate analysis with machine learning approaches

Inverse free reduced universum twin support vector machine for imbalanced data classification

A Semiproximal Support Vector Machine Approach for Binary Multiple Instance Learning

Credit scoring using the clustered support vector machine

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