Abstract: The purpose of this research is to investigate the impact of handling class imbalance using Bootstrapping techniques on the performance of various machine learning (ML) algorithms including ...
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PowerShell: Everything you need to know
What is PowerShell? Microsoft PowerShell is a powerful administrative tool that can help you automate tasks for your computer ...
Abstract: Clinical decision-making is often complex and time-consuming due to the large amount of required data, contributing to an increase in mortality rates, particularly in non-cardiac surgery ...
This project demonstrates the creation of an interactive Splunk dashboard to analyze Apache Web Traffic Logs in JSON format. The dashboard provides real-time insights ...
Detected suspicious web traffic using AWS CloudWatch logs. Cleaned & analyzed 282 network sessions from 7 countries, applied Isolation Forest to flag ~5% anomalies, and visualized attacker IP patterns ...
Background: Pediatric drug-induced hyperglycemia/diabetes mellitus (DIH/DIDM) is regarded as a preventable iatrogenic condition; nevertheless, its clinical under-recognition persists, and age-specific ...
Introduction: Antiseizure medications (ASMs) are the cornerstone of epilepsy treatment, but their potential reproductive toxicity may impact male fertility. Globally, approximately 15% of couples are ...
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