Time series forecasting for tuberculosis incidence employing neural network models
Orjuela-Cañón, Alvaro David, Jutinico, Andres Leonardo, Duarte González, Mario Enrique, Awad García, Carlos Enrique, Vergara, Erika, Palencia, María Angélica
Published in Heliyon (01.07.2022)
Published in Heliyon (01.07.2022)
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Journal Article
Applied Computer Sciences in Engineering: 6th Workshop on Engineering Applications, WEA 2019, Santa Marta, Colombia, October 16-18, 2019, Proceedings
Figueroa-García, Juan Carlos, Duarte-González, Mario, Jaramillo-Isaza, Sebastián, Orjuela-Cañon, Alvaro David, Díaz-Gutierrez, Yesid
Year of Publication 2019
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Year of Publication 2019
eBook
Bayesian Inference for Training of Long Short Term Memory Models in Chaotic Time Series Forecasting
Rivero, Cristian Rodríguez, Pucheta, Julián, Patiño, Daniel, Puglisi, Jose Luis, Otaño, Paula, Franco, Leonardo, Juarez, Gustavo, Gorrostieta, Efrén, Orjuela-Cañón, Alvaro David
Published in Applications of Computational Intelligence (2019)
Published in Applications of Computational Intelligence (2019)
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Book Chapter
Acoustic lung signals analysis based on Mel frequency cepstral coefficients and self-organizing maps/Análisis de señales acústicas de pulmón basado en coeficientes cepstrales de la escala Mel y mapas auto-organizados/Análise de sinais acústicos de pulmão baseado em coeficientes cepstrais da escala Mel e de mapas auto-organizados
Orjuela-Cañón, Álvaro David, Posada-Quintero, Hugo Fernando
Published in Revista FI-UPTC (01.01.2016)
Published in Revista FI-UPTC (01.01.2016)
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Journal Article
Sleep physiological network analysis in children
Orjuela-Cañón, Alvaro David, Jutinico, Andrés Leonardo, Bazurto-Zapata, Maria Angelica, Duenas-Meza, Elida
Published in Sleep science (Sao Paulo, Brazil) (01.01.2022)
Published in Sleep science (Sao Paulo, Brazil) (01.01.2022)
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Journal Article
Self-Organized Maps for the Analysis of the Biomechanical Response of the Knee Joint During Squat-Like Movements in Subjects Without Physical Conditioning
Plazas Molano, Andrea Catalina, Jaramillo-Isaza, Sebastián, Orjuela-Cañon, Álvaro David
Published in Applied Computer Sciences in Engineering (2019)
Published in Applied Computer Sciences in Engineering (2019)
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Book Chapter
Time Series Forecasting using Recurrent Neural Networks modified by Bayesian Inference in the Learning Process
Rivero, Cristian Rodriguez, Pucheta, Julian, Otano, Paula, Orjuela-Canon, Alvaro David, Patino, Daniel, Franco, Leonardo, Gorrostieta, Efren, Puglisi, Jose Luis, Juarez, Gustavo
Published in 2019 IEEE Colombian Conference on Applications in Computational Intelligence (ColCACI) (01.06.2019)
Published in 2019 IEEE Colombian Conference on Applications in Computational Intelligence (ColCACI) (01.06.2019)
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Conference Proceeding
Applications of Computational Intelligence: Third IEEE Colombian Conference, ColCACI 2020, Cali, Colombia, August 7-8, 2020, Revised Selected Papers
Year of Publication 2021
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Conference Proceeding