Visual Studio Magazine

Support Vector Regression with SGD Training Using C#

Support vector regression (SVR) predicts a single numeric value using a kernel function, usually RBF, that computes similarity between two data items. SVR makes predictions using support vectors, ...
GitHub

{varguid}: Variance-Guided Regression Improving Upon OLS and ANOVA for Python

varguid is a Python implementation of the stage-1 variance-guided regression method described in: Liu S. and Lu M. (2026). Variance-Guided Regression for Heteroscedastic Data with a Grouping-Based ...
IEEE

Hybrid Quantum–Classical Framework for Urban Traffic State Classification

Abstract: This paper presents a hybrid quantum–classical approach for multiclass traffic state classification using a benchmark urban mobility dataset collected in Daejeon, South Korea. The proposed ...
IEEE

Closed-Loop Color Control of a Multichannel LED Lighting System Using a Multilayer Perceptron Network

Abstract: This paper presents an advanced feedback color control mechanism for multichannel LED lighting systems, leveraging a multilayer perceptron network. This feedback control ensures the ...