IEEE

Machine Learning for ASD Screening: A Comprehensive Benchmark Study of Classification Algorithms Across Children, Adolescents and Adults

Abstract: This paper proposes a methodology for predicting Autism Spectrum Disorder (ASD) cases using Machine Learning (ML) and Deep Learning (DL) algorithms as a binary classification problem. We ...
IEEE

Classification of Dominant Tree Species and Vegetation Types Based on Sentinel-2 Time Series Multispectral Data in the Eastern Qilian Mountains

Abstract: Precise mapping of forest vegetation, including both dominant tree species and other vegetation types, is essential for forest management and biodiversity conservation, yet traditional ...
Opinion

How do different data preprocessing techniques affect performance of machine learning models on prediction tasks?

Artificial intelligence (AI) and machine learning (ML) systems have become central to modern data-driven decision-making. They are now widely applied in fields as diverse as healthcare, finance, ...