IEEE

Tabular Data Classification and Regression: XGBoost or Deep Learning With Retrieval-Augmented Generation

Abstract: Tabular data is the most prevalent form of structured data, necessitating robust models for classification and regression tasks. Traditional models like eXtreme Gradient Boosting (XGBoost) ...
Frontiers

The U-shaped relationship between environmental regulation and carbon emission efficiency: evidence from China’s provincial panel data

Under the global imperative for energy conservation and emission reduction, a critical yet underexplored question is how environmental regulation (ER) specifically affects carbon emission efficiency ...
IEEE

Machine Learning-Enhanced Model-Based Optical Proximity Correction by Using Convolutional Neural Network-Based Variable Threshold Method

Abstract: As the lithography process continues to become more rigorous in advanced technology nodes, the model-based optical proximity correction (MBOPC), as a core component within computational ...
Indiatimes

Budget 2026: Safe harbour threshold for IT firms raised to Rs 2,000 crore, at a 15.5% margin

Finance minister Nirmala Sitharaman has raised the safe harbour threshold for IT services providers to Rs 2,000 crore from Rs 300 crore. Presenting the union budget 2026, she also announced a common ...
Scientific Research Publishing

Inflation-Growth Relationship in SADC Countries: Evidence from Dynamic Panel Threshold Models ()

This study re-examines the non-linear relationship between inflation and economic growth in Southern African Development Community (SADC) countries using dynamic panel threshold models. Based on ...