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

Multi-Scale Spatio-Temporal Feature Aggregation for Road Safety Attributes Classification from Videos

Abstract: Proactive assessment of road infrastructure is critical for global road safety. The assessment is conducted by analyzing road infrastructure features, also known as road safety attributes.
IEEE

LapGraph-CutFS: A Deep Learning-Based Framework for Multi-Class Classification of Maize Leaf Pests, Diseases, and Healthy States

Abstract: Monitoring crop health is a critical component of sustainable agriculture, enabling the early detection and effective management of pests and diseases. We propose LapGraph-CutFS, a ...