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, ...
IEEE

A Recursive Spectral Clustering Algorithm for Intelligent Grouping in Dense Wireless Networks

Abstract: Dense wireless network (DWN) scenarios are more likely to suffer from the problem of hidden terminals and consequently an increase in collisions as they support a large number of stations in ...
IEEE

Assessing Various Scenarios of Multitemporal Sentinel-2 Imagery, Topographic Data, Texture Features, and Machine Learning Algorithms for Tree Species Identification

Abstract: Accurate information about forests, including the identification of tree species, can be achieved by utilizing combinations of various datasets, analyzed over different temporal scales, and ...