Visual Studio Magazine

Decision Tree Regression from Scratch Without Pointers or Recursion Using C#

Dr. James McCaffrey presents a complete end-to-end demonstration of decision tree regression from scratch using the C# language. The goal of decision tree regression is to predict a single numeric ...
IEEE

Enhancing CyberSecurity Through Random Forests: A Comprehensive Analysis of Malware Detection and Intrusion Detection

Abstract: This study explores the application of Random Forests, a machine learning algorithm, in the field of cybersecurity. Specifically, it investigates the effectiveness of Random Forests in ...
AHA/ASA Journals

Multistage Electrocardiographic Profiling for Mental Stress-Induced Myocardial Ischemia in Women: A Prospective, Age-Matched Cohort Study in China

BACKGROUND: Mental stress-induced myocardial ischemia is often clinically silent and associated with increased cardiovascular risk, particularly in women. Conventional ECG-based detection is limited, ...
IEEE

Retrieving Tropical Cyclone Wind Speed with Random Forest Using RADARSAT and Sentinel-1A/B SAR Images

Abstract: This study proposes a deep learning (DL) approach for retrieving high wind speeds during tropical cyclones using a random forest algorithm applied to RADARSAT and Sentinel-1A/B Synthetic ...