IEEE

FedGA: Genetic Algorithm-Guided Federated Learning for Medical Image Segmentation with Non-IID Features

Abstract: Federated learning (FL) enhances data privacy and compliance with data regulations by enabling multiple decentralized parties to collaboratively train machine learning models without sharing ...
IEEE

Multilevel image thresholding using qudit genetic algorithm

Abstract: Classical thresholding techniques, though effective for binary image thresholding, become computationally expensive when extended to multilevel scenarios. Metaheuristic optimization ...
GitHub

Traffic Light Timing Optimization Using Genetic Algorithms in SUMO

Efficient traffic signal control is crucial for reducing congestion and improving vehicle flow in urban areas. This project implements a Genetic Algorithm (GA) to optimize traffic light timings using ...
Scientific Research Publishing

Enhanced Liver Tumor Detection in CT Images Using 3D U-Net and Bat Algorithm for Hyperparameter Optimization ()

1 Department of Mathematics and Statistics, Loyola University Chicago, Chicago, IL, USA. 2 Department of Mathematics and Computer Science, Islamic Azad University, Science and Research Branch, Tehran, ...
The New York Times

Obesity Prediction Could Be Guided by Genetic Risk Scores

Researchers hope that a better understanding of which genes contribute to excess weight could help with prevention starting in childhood. By Gina Kolata Researchers have known for decades that ...