IEEE

Sea Ice Thickness Inversion Based on Support Vector Regression for FengYun-3E IDW Data

Abstract: Due to the increasing demand for monitoring sea ice thickness (SIT) in the global environment, the SIT inversion based on global navigation satellite system-reflectometry (GNSS-R) has ...
Frontiers

A support vector regression-based interval power flow prediction method for distribution networks with DGs integration

1 New Smart City High-Quality Power Supply Joint Laboratory of China Southern Power Grid, Shenzhen Power Supply Co., Ltd., Shenzhen, Guangdong, China 2 College of Electrical and Information ...
GitHub

GBTSVM: Granular Ball Twin Support Vector Machine

Please cite the following paper if you are using this code. Reference: A. Quadir, M. Sajid and M. Tanveer, "Granular Ball Twin Support Vector Machine," in IEEE Transactions on Neural Networks and ...
GitHub

Support Vector Regression (SVR) - R Project

This project demonstrates the implementation of Support Vector Regression (SVR) in R. SVR is a powerful machine learning technique used for regression tasks. It's particularly useful when dealing with ...
Scientific Research Publishing

Jakkula, V. (2010) Tutorial on Support Vector Machine (SVM). School of EECS, Washington State University, Pullman.

ABSTRACT: In machines learning problems, Support Vector Machine is a method of classification. For non-linearly separable data, kernel functions are a basic ingredient in the SVM technic. In this ...
IEEE

Comparison of Support Vector Regression (SVR) and Long Short-Term Memory (LSTM) Methods for Meteorological Data Prediction in Nusa Tenggara

Abstract: This study compares Support Vector Regression (SVR) and Long Short-Term Memory (LSTM) for forecasting the meteorological data in Nusa Tenggara, on some variables i.e., temperature, rainfall, ...
Scientific Research Publishing

Parameters Optimization Using Genetic Algorithms in Support Vector Regression for Sales Volume Forecasting ()

Budgeting planning plays an important role in coordinating activities in organizations. An accurate sales volume forecasting is the key to the entire budgeting process. All of the other parts of the ...