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Deep Learning Applied to Steganalysis of Digital Images: A Systematic Review

IEEE access, 2019, Vol.7, p.68970-68990

2019

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GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis

IEEE access, 2021, Vol.9, p.14340-14350

2021

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Coffee Maturity Classification Using Convolutional Neural Networks and Transfer Learning

IEEE access, 2022, Vol.10, p.42971-42982

2022

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Enhancing Intrusion Detection in IoT Communications Through ML Model Generalization With a New Dataset (IDSAI)

IEEE access, 2023, Vol.11, p.70542-70559

2023

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Biases associated with database structure for COVID-19 detection in X-ray images

Scientific reports, 2023-03, Vol.13 (1), p.3477-16, Article 3477

2023

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Genomic object detection: An improved approach for transposable elements detection and classification using convolutional neural networks

PloS one, 2023-09, Vol.18 (9), p.e0291925-e0291925

2023

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A systematic review of the application of machine learning in the detection and classification of transposable elements

PeerJ (San Francisco, CA), 2019-12, Vol.7, p.e8311-e8311, Article e8311

2019

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A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data

PeerJ. Computer science, 2020-04, Vol.6, p.e270-e270, Article e270

2020

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A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure

BMC medical informatics and decision making, 2024-03, Vol.24 (1), p.60-60, Article 60

2024

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COVID-19 detection in X-ray images using convolutional neural networks

Machine learning with applications, 2021-12, Vol.6, p.100138-100138, Article 100138

2021

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K -mer-based machine learning method to classify LTR-retrotransposons in plant genomes

PeerJ (San Francisco, CA), 2021-05, Vol.9, p.e11456-e11456, Article e11456

2021

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SAM-UNETR: Clinically Significant Prostate Cancer Segmentation using Transfer Learning from Large Model

IEEE access, 2023-01, Vol.11, p.1-1

2023

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Classification of Alzheimer's disease stages from magnetic resonance images using deep learning

PeerJ. Computer science, 2023-08, Vol.9, p.e1490, Article e1490

2023

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G-SAIP: Graphical Sequence Alignment Through Parallel Programming in the Post-Genomic Era

Evolutionary bioinformatics online, 2023-01, Vol.19, p.11769343221150585-11769343221150585

2023

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Composition and Diversity of LTR Retrotransposons in the Coffee Leaf Rust Genome (Hemileia vastatrix)

Agronomy (Basel), 2022-07, Vol.12 (7), p.1665

2022

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Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning

Journal of integrative bioinformatics, 2022-09, Vol.19 (3), p.236-8

2022

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Requests classification in the customer service area for software companies using machine learning and natural language processing

PeerJ. Computer science, 2023-03, Vol.9, p.e1016-e1016, Article e1016

2023

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Inpactor, Integrated and Parallel Analyzer and Classifier of LTR Retrotransposons and Its Application for Pineapple LTR Retrotransposons Diversity and Dynamics

Biology (Basel, Switzerland), 2018-05, Vol.7 (2), p.32

2018

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Machine learning applications to predict two-phase flow patterns

PeerJ. Computer science, 2021-11, Vol.7, p.e798-e798, Article e798

2021

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Sensitivity of deep learning applied to spatial image steganalysis

PeerJ. Computer science, 2021-08, Vol.7, p.e616-e616, Article e616

2021

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TIP_finder: An HPC Software to Detect Transposable Element Insertion Polymorphisms in Large Genomic Datasets

Biology (Basel, Switzerland), 2020-09, Vol.9 (9), p.281

2020

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Dinámica no lineal del mercado del café en Colombia

Mutis- Revista de arte y ciencia de la Universidad Jorge Tadeo Lozano, 2018-07, Vol.8 (2), p.73-83

2018

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Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain

PeerJ. Computer science, 2021-04, Vol.7, p.e451-e451, Article e451

2021

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Worldwide co-occurrence analysis of 17 species of the genus Brachypodium using data mining

PeerJ (San Francisco, CA), 2019-01, Vol.6, p.e6193-e6193, Article e6193

2019

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Deep Learning Applied to Steganalysis of Digital Images: A Systematic Review

GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis

Coffee Maturity Classification Using Convolutional Neural Networks and Transfer Learning

Enhancing Intrusion Detection in IoT Communications Through ML Model Generalization With a New Dataset (IDSAI)

Biases associated with database structure for COVID-19 detection in X-ray images

Genomic object detection: An improved approach for transposable elements detection and classification using convolutional neural networks

A systematic review of the application of machine learning in the detection and classification of transposable elements

A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data

A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure

COVID-19 detection in X-ray images using convolutional neural networks

K -mer-based machine learning method to classify LTR-retrotransposons in plant genomes

SAM-UNETR: Clinically Significant Prostate Cancer Segmentation using Transfer Learning from Large Model

Classification of Alzheimer's disease stages from magnetic resonance images using deep learning

G-SAIP: Graphical Sequence Alignment Through Parallel Programming in the Post-Genomic Era

Composition and Diversity of LTR Retrotransposons in the Coffee Leaf Rust Genome (Hemileia vastatrix)

Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning

Requests classification in the customer service area for software companies using machine learning and natural language processing

Inpactor, Integrated and Parallel Analyzer and Classifier of LTR Retrotransposons and Its Application for Pineapple LTR Retrotransposons Diversity and Dynamics

Machine learning applications to predict two-phase flow patterns

Sensitivity of deep learning applied to spatial image steganalysis

Cov-caldas: A new COVID-19 chest X-Ray dataset from state of Caldas-Colombia

TIP_finder: An HPC Software to Detect Transposable Element Insertion Polymorphisms in Large Genomic Datasets

Dinámica no lineal del mercado del café en Colombia

Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain

Worldwide co-occurrence analysis of 17 species of the genus Brachypodium using data mining

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