Abstract: This article presents a comparative study of sampling methods within the FedHome framework, designed for personalized in-home health monitoring. FedHome leverages federated learning (FL) and ...

Abstract: With the rise of wearable sensors and smart devices, human activity recognition (HAR) has become a vital research area in ubiquitous computing. Although many studies report high accuracy ...

Researchers from the University of Minnesota and Brown University validate the technique in the field. University of Minnesota professor in the School of Public Health Matt Simcik, PhD, discovered ...

Learn how to choose the right cross-validation method for your machine learning projects. Compare techniques like k-fold, stratified, and leave-one-out cross-validation, and understand when to use ...

As semiconductor devices continue to advance, the demand for reliable, high-performance test sockets has never been greater. Yet, traditional socket design validation methods—such as per-pin ...

ABSTRACT: In this paper, we consider the model updating problem of the undamped vibroacoustic system with no spill-over (MUP-UVA), which is to update the original system to a new system such that some ...

Nicole Fallon-Peek is a freelance journalist who has covered small business, careers and finance for 15 years. She is a small business owner and former managing editor of Business News Daily. Her work ...

We use abstraction by defining a general User class to represent common user behavior and properties like id, name, email, and shared methods like login () and viewCourses ().

In the highly-regulated life sciences industry, maintaining product quality and compliance is essential for patient safety and organizational success. One of the core elements in achieving this is the ...

Real world analysis of VTE incidence in lung cancer: A comprehensive assessment of the Khorana score and other clinical factors in predicting VTE incidence. This is an ASCO Meeting Abstract from the ...