Global-local least-squares support vector machine (GLocal-LS-SVM)

Global-local least-squares support vector machine (GLocal-LS-SVM)

عرض إصدارات أخرى (1)

This study introduces the global-local least-squares support vector machine (GLocal-LS-SVM), a novel machine learning algorithm that combines the strengths of localised and global learning. GLocal-LS-SVM addresses the challenges associated with decentralised data sources, large datasets, and input-s...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Ahmed Youssef Ali Amer
التنسيق:	مقال
اللغة:	English
منشور في:	Public Library of Science (PLoS) 2023-01-01
سلاسل:	PLoS ONE
الوصول للمادة أونلاين:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10138269/?tool=EBI

مواد مشابهة

Global-local least-squares support vector machine (GLocal-LS-SVM).
حسب: Ahmed Youssef Ali Amer
منشور في: (2023-01-01)

Belajar Least Squares Support Vector Machines (LS-SVM) dalam masa seminggu
حسب: Mohd Herwan, Sulaiman, وآخرون
منشور في: (2017)

Water Quantity Prediction Using Least Squares Support Vector Machines (LS-SVM) Method
حسب: Nian Zhang, وآخرون
منشور في: (2014-08-01)

Evaluation of the least square support vector machines (LS-SVM) to predict longitudinal dispersion coefficient
حسب: Mehdi Mohammadi Ghaleni, وآخرون
منشور في: (2022-05-01)

Forecasting the costs of residential construction based on support vector machine and least squares-support vector machine(基于SVM和LS-SVM的住宅工程造价预测研究)
حسب: QINZhongfu(秦中伏), وآخرون
منشور في: (2016-05-01)

A Fuzzy Group Forecasting Model Based on Least Squares Support Vector Machine (LS-SVM) for Short-Term Wind Power
حسب: Xuebin Zhang, وآخرون
منشور في: (2012-09-01)

Comparison Between Wind Power Prediction Models Based on Wavelet Decomposition with Least-Squares Support Vector Machine (LS-SVM) and Artificial Neural Network (ANN)
حسب: Maria Grazia De Giorgi, وآخرون
منشور في: (2014-08-01)

Least squares support vector machines /
حسب: Suykens, Johan A.K.
منشور في: (2002)

Coupled Least Squares Support Vector Ensemble Machines
حسب: Dickson Keddy Wornyo, وآخرون
منشور في: (2019-06-01)

Local-global cooperative least squares support vector machine and prediction of remaining useful life of rolling bearing
حسب: Letian Fu, وآخرون
منشور في: (2023-01-01)

Least Squares Minimum Class Variance Support Vector Machines
حسب: Michalis Panayides, وآخرون
منشور في: (2024-01-01)

Least squares support vector machine model for coordinate transformation
حسب: Yao Yevenyo Ziggah, وآخرون
منشور في: (2019-04-01)

Employing Ray-Tracing and Least-Squares Support Vector Machines for Localisation
حسب: Benny Chitambira, وآخرون
منشور في: (2018-11-01)

Sparse Least Squares Support Vector Machine With Adaptive Kernel Parameters
حسب: Chaoyu Yang, وآخرون
منشور في: (2020-03-01)

Hybrid least squares support vector machines for short term predictive analysis
حسب: Zuriani, Mustaffa, وآخرون
منشور في: (2017)

Short term forecasting based on hybrid least squares support vector machines
حسب: Zuriani, Mustaffa, وآخرون
منشور في: (2018)

River flow time series using least squares support vector machines
حسب: R. Samsudin, وآخرون
منشور في: (2011-06-01)

Least squares KNN-based weighted multiclass twin SVM
حسب: Tanveer, M., وآخرون
منشور في: (2022)

Deviation of peak hours for metro stations based on least square support vector machine.
حسب: Lijie Yu, وآخرون
منشور في: (2023-01-01)

A review on optimization of least squares support vector machine for time series forecasting
حسب: Yusof, Yuhanis, وآخرون
منشور في: (2016)

Prediction of building HVAC energy consumption based on least squares support vector machines
حسب: Xin Wan, وآخرون
منشور في: (2024-11-01)

Direct Interval Prediction of Landslide Displacements Using Least Squares Support Vector Machines
حسب: Yankun Wang, وآخرون
منشور في: (2020-01-01)

Credit Risk Evaluation with a Least Squares Fuzzy Support Vector Machines Classifier
حسب: Lean Yu
منشور في: (2014-01-01)

METHOD OF DEGRADATION DATA RELIABILITY EVALUATION BASED ON THE LEAST SQUARE SUPPORT VECTOR MACHINE
حسب: FENG Shuai, وآخرون
منشور في: (2016-01-01)

Double decomposition with enhanced least-squares support vector machine to predict water level
حسب: Vikneswari Someetheram, وآخرون
منشور في: (2024-06-01)

Underwater Sound Speed Field Forecasting Based on the Least Square Support Vector Machine
حسب: Junting Wang, وآخرون
منشور في: (2024-03-01)

Battery Fault Diagnosis Method Based on Online Least Squares Support Vector Machine
حسب: Tongrui Zhang, وآخرون
منشور في: (2023-10-01)

Least Squares Support Vector Machine for Minimizing VC Dimensional Expectation Upper Bound
حسب: LI Hao, WANG Shitong
منشور في: (2023-07-01)

An Effective Semi-Supervised Multi-Label Least Squares Twin Support Vector Machine
حسب: Qing Ai, وآخرون
منشور في: (2020-01-01)

Integrated application of uniform design and least-squares support vector machines to transfection optimization
حسب: Pan Jin-Shui, وآخرون
منشور في: (2009-05-01)

Style Regularized Least Squares Support Vector Machine Based on Multiple Kernel Learning
حسب: SHEN Hao, WANG Shitong
منشور في: (2020-09-01)

Gene selection algorithms for microarray data based on least squares support vector machine
حسب: Suganthan PN, وآخرون
منشور في: (2006-02-01)

Interval estimation of construction cost at completion using least squares support vector machine
حسب: Min-Yuan Cheng, وآخرون
منشور في: (2014-03-01)

The Learning System by the Least Squares Support Vector Machine Method and its Application in Medicine
حسب: Paweł Szewczyk, وآخرون
منشور في: (2023-06-01)

Assessment of Transient Stability through Coherent Machine Identification by Using Least-Square Support Vector Machine
حسب: Bhanu Pratap Soni, وآخرون
منشور في: (2018-01-01)

Monitoring the mean with least-squares support vector data description
حسب: Edgard M. Maboudou-Tchao
منشور في: (2021-08-01)

An improved least squares (LS) channel estimation method based on CNN for OFDM systems
حسب: Hua Yang, وآخرون
منشور في: (2023-08-01)

Self organizing map and least square support vector machine method for river flow modelling /
حسب: Shuhaida Ismail, 1983-, وآخرون
منشور في: (2011)

A public transport travel time prediction using least squares support vector machine /
حسب: Seyed Mojtaba Tafaghod Sadat Zadeh, 1986-, وآخرون
منشور في: (2013)

Empirical mode decomposition with least square support vector machine model for river flow forecasting /
حسب: Shuhaida Ismail, 1983-, author 570907, وآخرون
منشور في: (2016)