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Communications in Computer and Information Science(2)
2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings(1)
2016 IEEE International Conference on Automatica, ICA-ACCA 2016(1)
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A deep architecture for visually analyze Pap cells
Conference ObjectAbstract: This work proposes a deep ANN architecture which accomplishes the reliable visual classification ofPalabras claves:deep architectures, deep learning, noise balanced learning, Pap cell recognitionAutores:Andrés M. Gordón, Fausto Acuña, Marco Singania, Oscar Chang, Patricia Nataly Constante PrócelFuentes:googlescopusA protein folding robot driven by a self-taught agent
ArticleAbstract: This paper presents a computer simulation of a virtual robot that behaves as a peptide chain of thePalabras claves:CORONAVIRUS, Protein folding, reinforcement learning, Self-taught agentsAutores:Antonio Díaz-Barrios, Fernando A. Gonzales-Zubiate, Israel Pineda, Luis Zhinin-Vera, Oscar Chang, Rafael Valencia-RamosFuentes:googlescopusApplying vowel sounds to command support systems for motor-impaired people
ArticleAbstract: A novel approach to low-cost microprocessor-based speech analysis and processing has been developed.Palabras claves:Aids to the handicapped, Assistive devices, Environmental control, Support systems, Voice recognition applicationsAutores:Lara L., Mendez N., Miliani P., Mora F., Oscar Chang, Passariello G.Fuentes:googlescopusE-Move: Domain Specific Language for People with Movement Disorders
Conference ObjectAbstract: Programmers with movement disorders do not currently have a language that aids them to write code. TPalabras claves:Domain-Specific-Language, Movement Disorders, PPCI, textXAutores:Israel Pineda, Luis Zhinin-Vera, Oscar Chang, Rafael Valencia-RamosFuentes:scopusTime Series Prediction by Using Convolutional Neural Networks
Conference ObjectAbstract: All companies need an effective method to predict future sales, and several classic statistical methPalabras claves:artificial neural networks, convolutional neural networks, deep learning, Sales forecastAutores:Gissela E. Pilliza, Luis Zhinin-Vera, Oscar Chang, Ronny Xavier VelasteguíFuentes:googlescopusNeural networks for optic nerve detection in digital optic fundus images
Conference ObjectAbstract: This paper presents a method used for detection of optic nerve in fundus digital images; for this puPalabras claves:Artificial Intelligence, artificial neural networks, IMAGE PROCESSING, machine visionAutores:Andrés M. Gordón, EDWIN PATRICIO PRUNA PANCHI, Edwin Pruna, Ivón P. Escobar, Oscar Chang, Patricia Nataly Constante PrócelFuentes:googlescopusLiquid-Based Pap Test Analysis Using Two-Stage CNNs
Conference ObjectAbstract: According to the World Health Organization (WHO) cervix cancer is a real threat for women at earthlyPalabras claves:Cell, Cervix cancer, neural network, Pap smear, screen, Two-stageAutores:Oscar Chang, Oswaldo Toapanta MailaFuentes:googlescopus