SARS|CoV|2 virus classification based on stacked sparse ...

SARS-CoV-2 virus classification based on stacked sparse ...

The authors proposed an efficient viral genome classifier for the SARS-CoV-2 using the deep neural network based on the stacked sparse autoencoder (SSAE).

SARS-CoV-2 virus classification based on stacked sparse ... - NCBI

The work from [37] uses a deep learning approach combining a CNN with a Bi-directional LSTM (BLSTM) to classify the SARS-CoV-2 among Coronavirus ...

SARS-CoV-2 virus classification based on stacked sparse ... - PubMed

Since December 2019, the world has been intensely affected by the COVID-19 pandemic, caused by the SARS-CoV-2. In the case of a novel virus identification, ...

(PDF) SARS-CoV-2 virus classification based on stacked sparse ...

This work proposes to generate an efficient viral genome classifier for the SARS-CoV-2 virus using the deep neural network (DNN) based on the ...

SARS-CoV-2 virus classification based on stacked sparse ...

Semantic Scholar extracted view of "SARS-CoV-2 virus classification based on stacked sparse autoencoder" by M. G. Coutinho et al.

Deep learning based on stacked sparse autoencoder applied to ...

We performed four different experiments to provide different levels of taxonomic classification of the SARS-CoV-2 virus. The confusion matrix ...

Deep learning based on stacked sparse autoencoder applied to ...

the SARS-CoV-2 virus. 95. In works presented in [14] and [15], a taxonomic classification for metagenomics.

SARS-CoV-2 virus classification based on stacked sparse ... - OUCI

SARS-CoV-2 virus classification based on stacked sparse autoencoder. https://doi.org/10.1016/j.csbj.2022.12.007 ·. Journal: Computational and Structural ...

SARS-CoV-2 virus classification based on stacked sparse ... - BVS

The Virtual Health Library is a collection of scientific and technical information sources in health organized, and stored in electronic format in the ...

Stacked Sparse Autoencoder applied to SARS-CoV-2 virus ... - UFRN

In the case of a novel virus identification, the early elucidation of taxonomic classification and origin of the virus genomic sequence is essential for ...

Deep learning based on stacked sparse autoencoder applied to ...

Deep learning based on stacked sparse autoencoder applied to viral genome classification of SARS-CoV-2 virus. Coutinho MGF 1 ,. Câmara GBM 1 ...

Deep learning based on stacked sparse autoencoder applied to ...

We performed four different experiments to provide different levels of taxonomic classification of the SARS-CoV-2 virus. The confusion ...

Stacked Sparse Autoencoder applied to SARS-CoV-2 virus ...

Stacked Sparse Autoencoder applied to SARS-CoV-2 virus classification based on image representations of genome sequences. Authors: Coutinho ...

SARS-CoV-2 Variants of Interest and Concern naming scheme ...

As with all viruses, SARS-CoV-2 ... Utilizing chaos game representation for enhanced classification of SARS-CoV-2 variants with stacked sparse ...

Deep learning based on stacked sparse autoencoder applied to ...

We performed four different experiments to provide different levels of taxonomic classification of the SARS-CoV-2 virus. The confusion matrix presented the ...

‪Gabriel Bezerra Motta Câmara‬ - ‪Google Scholar‬

Deep learning based on stacked sparse autoencoder applied to viral genome classification of SARS-CoV-2 virus. MGF Coutinho, GBM Câmara, RM Barbosa, MAC ...

Convolutional Neural Network Applied to SARS-CoV-2 Sequence ...

... based on DL as they are generic, fast, and accurate in ... stacked sparse autoencoder applied to viral genome classification of SARS-CoV-2 virus.

A semi-supervised deep learning method based on stacked sparse ...

Cited by (74) · Tree enhanced deep adaptive network for cancer prediction with high dimension low sample size microarray data · SARS-CoV-2 virus classification ...

Structures and distributions of SARS-CoV-2 spike proteins on intact ...

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virions are surrounded by a lipid bilayer from which spike (S) protein trimers ...

Tracking SARS-CoV-2 variants - World Health Organization (WHO)

However, some changes may affect the virus's properties, such as how easily it spreads, the associated disease severity, or the performance of vaccines, ...