IEEE

A Support Vector Machine with Elastic Net Regularization and Radial Basis Function based Spectrum Sensing for Cognitive Radio Networks

Abstract: In recent years, communication technologies are growing significantly and Cognitive Radio (CR) networks is an expert system to adjust the radio spectrum. However, wireless communication ...
01Net

Elastic Announces General Availability of Agent Builder with Expanded Capabilities

Elastic Agent Builder grounds AI agents in enterprise data, executes context-driven answers and actions SAN FRANCISCO--(BUSINESS WIRE)--Elastic (NYSE: ESTC), the Search AI Company, announced the ...
IEEE

Dual-Model Fusion for Olympic Medal Prediction: Intergrating Elastic Net Regression with CatBoost Classfication

Abstract: Accurate Olympic medal prediction plays a pivotal role in strategic planning for national sports development, resource allocation, and performance evaluation. However, Olympic medal ...
Scientific Research Publishing

Zou, H., & Hastie, T. (2005). Regularization and Variable Selection via the Elastic Net. Journal of the Royal Statistical Society Series B: Statistical Methodology, 67, 301-320.

ABSTRACT: Variable selection using penalized estimation methods in quantile regression models is an important step in screening for relevant covariates. In this paper, we present a one-step estimation ...