Browsing by Subject "Feature selection"

Now showing items 1-2 of 2

A binary chaotic horse herd optimization algorithm for feature selection

Zaimoglu, Esin Ayse; Yurtay, Nilufer; Demirci, Huseyin; Yurtay, Yuksel (ELSEVIER - DIVISION REED ELSEVIER INDIA PVT LTD, 2023)

One of the most challenging and common problems in machine learning is the Feature Selection (FS) process, which reduces the dataset size by finding optimal subsets of features. The Horse Herd Optimization Algorithm (HOA) ...
Evaluation of data preprocessing and feature selection process for prediction of hourly PM10 concentration using long short-term memory models

Aksangur, Ipek; Eren, Beytullah; Erden, Caner (2022)

Studies have confirmed that PM10, defined as respirable particles with diameters of 10 mu m and smaller, has adverse effects on human health and the environment. Various estimation methods are employed to determine the ...