IEEE

Comparative Analysis of Machine Learning and Deep Learning Models for Land Use Classification: On UC Merced Dataset

Abstract: The UC Merced (UCM) land use dataset is a widely adopted benchmark for evaluating aerial image classification algorithms. This paper presents a comparative performance analysis of prominent ...
IEEE

Malware Feature Extraction of the Alibaba Cloud Malware Dataset via Machine Learning Algorithms

Abstract: This research explores a method for detecting and analyzing malware using machine learning algorithms, specifically variable-length N-grams and XGBoost, to extract significant behavioral ...
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 ...