Deep Learning Applied to Steganalysis of Digital Images: A Systematic Review von Reinel, Tabares-Soto, Raul, Ramos-Pollan, Gustavo, Isaza

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GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis von Reinel, Tabares-Soto, Brayan, Arteaga-Arteaga Harold, Alejandro, Bravo-Ortiz Mario, Alejandro, Mora-Rubio, Daniel, Arias-Garzon, Alejandro, Alzate-Grisales Jesus, Buenaventura, Burbano-Jacome Alejandro, Simon, Orozco-Arias, Gustavo, Isaza, Raul, Ramos-Pollan

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Coffee Maturity Classification Using Convolutional Neural Networks and Transfer Learning von Tamayo-Monsalve, Manuel Alejandro, Esteban Mercado Ruiz, Juan Pablo Villa Pulgarin, Bravo Ortiz, Mario Alejandro, Harold Brayan Arteaga Arteaga, Alejandro Mora Rubio, Alzate-Grisales, Jesus Alejandro, Daniel Arias Garzon, Victor Romero Cano, Simon Orozco Arias, Osorio, Gustavo, Reinel Tabares Soto

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Enhancing Intrusion Detection in IoT Communications through ML Model Generalization with a New Dataset (IDSAI) von Fernando, Gutierrez-Portela, Brayan, Arteaga-Arteaga Harold, Florina, Almenares Mendoza, Liliana, Calderon-Benavides, Hector-Gabriel, Acosta-Mesa, Reinel, Tabares-Soto

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Biases associated with database structure for COVID-19 detection in X-ray images von Arias-Garzón, Daniel, Tabares-Soto, Reinel, Bernal-Salcedo, Joshua, Ruz, Gonzalo A.

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Genomic object detection: An improved approach for transposable elements detection and classification using convolutional neural networks von Orozco-Arias, Simon, Lopez-Murillo, Luis Humberto, Piña, Johan S, Valencia-Castrillon, Estiven, Tabares-Soto, Reinel, Castillo-Ossa, Luis, Isaza, Gustavo, Guyot, Romain

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A systematic review of the application of machine learning in the detection and classification of transposable elements von Orozco-Arias, Simon, Isaza, Gustavo, Guyot, Romain, Tabares-Soto, Reinel

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A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure von Holguin-Garcia, Sergio Alejandro, Guevara-Navarro, Ernesto, Daza-Chica, Alvaro Eduardo, Patiño-Claro, Maria Alejandra, Arteaga-Arteaga, Harold Brayan, Ruz, Gonzalo A, Tabares-Soto, Reinel, Bravo-Ortiz, Mario Alejandro

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A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data von Tabares-Soto, Reinel, Orozco-Arias, Simon, Romero-Cano, Victor, Segovia Bucheli, Vanesa, Rodríguez-Sotelo, José Luis, Jiménez-Varón, Cristian Felipe

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COVID-19 detection in X-ray images using convolutional neural networks von Arias-Garzón, Daniel, Alzate-Grisales, Jesús Alejandro, Orozco-Arias, Simon, Arteaga-Arteaga, Harold Brayan, Bravo-Ortiz, Mario Alejandro, Mora-Rubio, Alejandro, Saborit-Torres, Jose Manuel, Serrano, Joaquim Ángel Montell, de la Iglesia Vayá, Maria, Cardona-Morales, Oscar, Tabares-Soto, Reinel

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K -mer-based machine learning method to classify LTR-retrotransposons in plant genomes von Orozco-Arias, Simon, Candamil-Cortés, Mariana S, Jaimes, Paula A, Piña, Johan S, Tabares-Soto, Reinel, Guyot, Romain, Isaza, Gustavo

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Classification of Alzheimer's disease stages from magnetic resonance images using deep learning von Mora-Rubio, Alejandro, Bravo-Ortíz, Mario Alejandro, Quiñones Arredondo, Sebastián, Saborit Torres, Jose Manuel, Ruz, Gonzalo A, Tabares-Soto, Reinel

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SAM-UNETR: Clinically Significant Prostate Cancer Segmentation using Transfer Learning from Large Model von Alzate-Grisales, Jesus Alejandro, Mora-Rubio, Alejandro, Garcia-Garcia, Francisco, Tabares-Soto, Reinel, Iglesia-Vaya, Maria de la

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G-SAIP: Graphical Sequence Alignment Through Parallel Programming in the Post-Genomic Era von Piña, Johan S., Orozco-Arias, Simon, Tobón-Orozco, Nicolas, Camargo-Forero, Leonardo, Tabares-Soto, Reinel, Guyot, Romain

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Composition and Diversity of LTR Retrotransposons in the Coffee Leaf Rust Genome (Hemileia vastatrix) von Orozco-Arias, Simon, Candamil, Mariana S., Jaimes, Paula A., Cristancho, Marco, Tabares-Soto, Reinel, Guyot, Romain

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Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning von Orozco-Arias, Simon, Candamil-Cortes, Mariana S., Jaimes, Paula A., Valencia-Castrillon, Estiven, Tabares-Soto, Reinel, Isaza, Gustavo, Guyot, Romain

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Requests classification in the customer service area for software companies using machine learning and natural language processing von Arias-Barahona, María Ximena, Arteaga-Arteaga, Harold Brayan, Orozco-Arias, Simón, Flórez-Ruíz, Juan Camilo, Valencia-Díaz, Mario Andrés, Tabares-Soto, Reinel

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Machine learning applications to predict two-phase flow patterns von Arteaga-Arteaga, Harold Brayan, Mora-Rubio, Alejandro, Florez, Frank, Murcia-Orjuela, Nicolas, Diaz-Ortega, Cristhian Eduardo, Orozco-Arias, Simon, delaPava, Melissa, Bravo-Ortíz, Mario Alejandro, Robinson, Melvin, Guillen-Rondon, Pablo, Tabares-Soto, Reinel

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Inpactor, Integrated and Parallel Analyzer and Classifier of LTR Retrotransposons and Its Application for Pineapple LTR Retrotransposons Diversity and Dynamics von Orozco-Arias, Simon, Liu, Juan, Tabares-Soto, Reinel, Ceballos, Diego, Silva Domingues, Douglas, Garavito, Andréa, Ming, Ray, Guyot, Romain

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Sensitivity of deep learning applied to spatial image steganalysis von Tabares-Soto, Reinel, Arteaga-Arteaga, Harold Brayan, Mora-Rubio, Alejandro, Bravo-Ortíz, Mario Alejandro, Arias-Garzón, Daniel, Alzate-Grisales, Jesús Alejandro, Orozco-Arias, Simon, Isaza, Gustavo, Ramos-Pollán, Raúl

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