An Expert System for Leukocyte Classification using Probabilistic Deep Feature Optimization via Distribution Estimation

White blood cells (WBCs) are essential for immune and inflammatory responses, and their precise classification is crucial for diagnosing and managing diseases. Although convolutional neural networks (CNNs) are effective for image classification, their high computational demands necessitate feature s...

Full description

Bibliographic Details

Published in:	International Journal of Applied Mathematics and Computer Science
Main Authors:	Awais Muhammad, Akram Tallha, Alasiry Areej, Marzougui Mehrez, Park Jongwoon, Chang Byoungchol
Format:	Article
Language:	English
Published:	Sciendo 2024-09-01
Subjects:	convolutional neural networks optimization evolutionary algorithms classification machine learning.
Online Access:	https://doi.org/10.61822/amcs-2024-0039