IEEE

Adversarial Domain Adaptation Approach for Axial Piston Pump Fault Diagnosis Under Small Sample Condition Based on Measured and Simulated Signals

Abstract: Recently, the intelligent fault diagnosis models gain increasing attention due to the development of artificial intelligent and state monitoring technology. However, obtaining massive defect ...

Understanding Environmental Impact Statements: Purpose and Process

Learn about environmental impact statements, their purpose, benefits, and how they guide federal projects in minimizing ecological harm while maximizing benefits.

Negative Confirmation Explained: Uses and Real-World Examples

Learn what negative confirmation entails, its uses in business and finance, and explore examples from accounting to employee retirement plans.
IEEE

An Autoencoder-Based Hybrid Detection Model for Intrusion Detection With Small-Sample Problem

Cyber-attacks have become more frequent, targeted, and complex as the exponential growth in computer networks and the development of Internet of Things (IoT). Network intrusion detection system (NIDS) ...
BMJ Quality & Safety

What goes wrong in out-of-hours primary care in Denmark? A compensation claim analysis using the healthcare complaints analysis tool

Background Out-of-hours primary care (OOH-PC) services are complex clinical environments where suboptimal care may occur.
Journal of Medical Internet Research

Sample Size Requirements for Popular Classification Algorithms in Tabular Clinical Data: Empirical Study

Conclusions: The sample sizes needed to reach AUC stability among 4 popular classification algorithms vary by dataset and method and are associated with dataset–level characteristics that can be ...