InfoQ

Microsoft Agent Framework RC Simplifies Agentic Development in .NET and Python

Microsoft has announced that the Microsoft Agent Framework has reached Release Candidate status for both .NET and Python. This milestone indicates that the API surface is stable and feature-complete ...
IEEE

Pet Industry Analysis Based on Multiple Linear Regression and ARIMA Models

This paper systematically analyzes the market dynamics of the pet industry in China and globally based on multiple linear regression and ARIMA models. First, for the Chinese market, this paper ...
IEEE

Quantification Impacts Based on Multiple Linear Regression Model and Hierarchical Analysis

Abstract: Accurate identification and quantification of influences is crucial in complex system analysis and decision making. In this study, a generalised quantitative impact analysis framework ...
The Lancet

When to and when not to use machine learning in risk prediction models

Machine learning for health data science, fuelled by proliferation of data and reduced computational costs, has garnered considerable interest among researchers. The debate around the use of machine ...