GP-ELM-RNN: Garson-pruned extreme learning machine based replicator neural network for anomaly detection

Replicator Neural Network (RNN) is a popular algorithm for anomaly detection, but finding optimal number of hidden layers and then finding optimal number of neurons in each hidden layer is quite a challenging and time-consuming task. Extreme Learning Machines (ELM) are neural networks with single-hi...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Adeel Shiraz Hashmi, Tanvir Ahmad
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Springer 2022-05-01
coleção:	Journal of King Saud University: Computer and Information Sciences
Assuntos:	Anomaly detection Big data Garson algorithm Replicator neural network Extreme learning machine
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S1319157819306809
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!