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Comprehensive review on twin support vector machines

Annals of operations research, 2024-08, Vol.339 (3), p.1223-1268

2024

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A kernel-free fuzzy reduced quadratic surface ν-support vector machine with applications

Applied soft computing, 2022-09, Vol.127, p.109390, Article 109390

2022

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Railway dangerous goods transportation system risk identification: Comparisons among SVM, PSO-SVM, GA-SVM and GS-SVM

Applied soft computing, 2021-09, Vol.109, p.107541, Article 107541

2021

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Brain Tumor Analysis in Basf Framework

International journal of innovative technology and exploring engineering, 2019-08, Vol.8 (9S3), p.485-488

2019

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Textual analysis of stock market prediction using breaking financial news: The AZFin text system

ACM transactions on information systems, 2009-02, Vol.27 (2), p.1-19

2009

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Identifying a urinary peptidomics profile for hypertension in young adults: The African‐PREDICT study

Proteomics (Weinheim), 2023-06, Vol.23 (11), p.n/a

2023

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Modelling of Marshall stability of polypropylene fibre reinforced asphalt concrete using support vector machine and artificial neural network

International Journal of Transportation Science and Technology, 2024-08

2024

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A comprehensive survey on support vector machine classification: Applications, challenges and trends

Neurocomputing (Amsterdam), 2020-09, Vol.408, p.189-215

2020

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Comparative Study of Predictive Classification Models on Data with Severely Imbalanced Predictors

Juita : jurnal informatika (Online), 2024-05, Vol.12 (1), p.121

2024

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A stable variant of linex loss SVM for handling noise with reduced hyperparameters

Information sciences, 2023-10, Vol.646, p.119402, Article 119402

2023

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Robust statistics-based support vector machine and its variants: a survey

Neural computing & applications, 2020-08, Vol.32 (15), p.11173-11194

2020

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Problem formulations and solvers in linear SVM: a review

The Artificial intelligence review, 2019-08, Vol.52 (2), p.803-855

2019

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IoT Based Detection of Molded Bread and Expiry Prediction using Machine Learning Techniques

EAI endorsed transactions on creative technologies, 2022-04, Vol.9 (31), p.173972

2022

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Struck: Structured Output Tracking with Kernels

IEEE transactions on pattern analysis and machine intelligence, 2016-10, Vol.38 (10), p.2096-2109

2016

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A hybrid model (SARIMA–SVM) for short-term power forecasting of a small-scale grid-connected photovoltaic plant

Solar energy, 2013-12, Vol.98, p.226-235

2013

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Large-Scale Least Squares Twin SVMs

ACM transactions on Internet technology, 2021-06, Vol.21 (2), p.1-19

2021

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Light microscopic iris classification using ensemble multi‐class support vector machine

Microscopy research and technique, 2021-05, Vol.84 (5), p.982-991

Rehman, Amjad

2021

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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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Estimation of sorghum seedling number from drone image based on support vector machine and YOLO algorithms

Frontiers in plant science, 2024-09, Vol.15

2024

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Diagnostics and Prognostics Method for Analog Electronic Circuits

IEEE transactions on industrial electronics (1982), 2013-11, Vol.60 (11), p.5277-5291

2013

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A hybrid intelligent approach to detect Android Botnet using Smart Self-Adaptive Learning-based PSO-SVM

Knowledge-based systems, 2021-06, Vol.222, p.106988, Article 106988

2021

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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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Support vector machine with eagle loss function

Expert systems with applications, 2024-03, Vol.238, p.122168, Article 122168

2024

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Application of Machine Learning to Medicine Field: Toward Realization of Smart Emergency Medicine

The Journal of The Institute of Electrical Engineers of Japan, 2013/06/01, Vol.133(6), pp.344-347

2013

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Support vector machines in remote sensing: A review

ISPRS journal of photogrammetry and remote sensing, 2011-05, Vol.66 (3), p.247-259

2011

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Comprehensive review on twin support vector machines

A kernel-free fuzzy reduced quadratic surface ν-support vector machine with applications

Railway dangerous goods transportation system risk identification: Comparisons among SVM, PSO-SVM, GA-SVM and GS-SVM

Brain Tumor Analysis in Basf Framework

Textual analysis of stock market prediction using breaking financial news: The AZFin text system

Identifying a urinary peptidomics profile for hypertension in young adults: The African‐PREDICT study

Modelling of Marshall stability of polypropylene fibre reinforced asphalt concrete using support vector machine and artificial neural network

A comprehensive survey on support vector machine classification: Applications, challenges and trends

Comparative Study of Predictive Classification Models on Data with Severely Imbalanced Predictors

A stable variant of linex loss SVM for handling noise with reduced hyperparameters

Robust statistics-based support vector machine and its variants: a survey

Problem formulations and solvers in linear SVM: a review

IoT Based Detection of Molded Bread and Expiry Prediction using Machine Learning Techniques

Struck: Structured Output Tracking with Kernels

A hybrid model (SARIMA–SVM) for short-term power forecasting of a small-scale grid-connected photovoltaic plant

Large-Scale Least Squares Twin SVMs

Light microscopic iris classification using ensemble multi‐class support vector machine

Classification of sentiment reviews using n-gram machine learning approach

Estimation of sorghum seedling number from drone image based on support vector machine and YOLO algorithms

Diagnostics and Prognostics Method for Analog Electronic Circuits

A hybrid intelligent approach to detect Android Botnet using Smart Self-Adaptive Learning-based PSO-SVM

Short-term PV power forecasting using hybrid GASVM technique

Support vector machine with eagle loss function

Application of Machine Learning to Medicine Field: Toward Realization of Smart Emergency Medicine

Support vector machines in remote sensing: A review

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