Results 11 to 20 of about 139 (108)

Comparing gradient boosting machine and Bayesian threshold BLUP for genome‐based prediction of categorical traits in wheat breeding

open access: yesThe Plant Genome, Volume 15, Issue 3, September 2022., 2022
Abstract Genomic selection (GS) is a predictive methodology that is changing plant breeding. Genomic selection trains a statistical machine‐learning model using available phenotypic and genotypic data with which predictions are performed for individuals that were only genotyped.
Osval Antonio Montesinos‐López   +6 more
wiley   +1 more source

Using an incomplete block design to allocate lines to environments improves sparse genome‐based prediction in plant breeding

open access: yesThe Plant Genome, Volume 15, Issue 1, March 2022., 2022
Abstract Genomic selection (GS) is a predictive methodology that trains statistical machine‐learning models with a reference population that is used to perform genome‐enabled predictions of new lines. In plant breeding, it has the potential to increase the speed and reduce the cost of selection.
Osval Antonio Montesinos‐Lopez   +5 more
wiley   +1 more source

Application of a Poisson deep neural network model for the prediction of count data in genome‐based prediction

open access: yesThe Plant Genome, Volume 14, Issue 3, November 2021., 2021
Abstract Genomic selection (GS) is revolutionizing conventional ways of developing new plants and animals. However, because it is a predictive methodology, GS strongly depends on statistical and machine learning to perform these predictions. For continuous outcomes, more models are available for GS. Unfortunately, for count data outcomes, there are few
Osval A. Montesinos‐Lopez   +6 more
wiley   +1 more source

Deep‐learning power and perspectives for genomic selection

open access: yesThe Plant Genome, Volume 14, Issue 3, November 2021., 2021
Abstract Deep learning (DL) is revolutionizing the development of artificial intelligence systems. For example, before 2015, humans were better than artificial machines at classifying images and solving many problems of computer vision (related to object localization and detection using images), but nowadays, artificial machines have surpassed the ...
Osval Antonio Montesinos‐López   +4 more
wiley   +1 more source

Integración de servicios de ciberseguridad y enrutamiento usando software libre basado en pfSense

open access: yesRevista Minerva, 2023
La implementación de medidas de ciberseguridad, para cualquier lugar que requiera una conexión a Internet, es cada vez más importante, convirtiéndose no solo en un extra para los usuarios sino en una necesidad.
Josue Daniel Osorto-Rivera   +2 more
doaj   +1 more source

Caracterización de las inteligencias múltiples de estudiantes de lógica y programación y la pertinencia de pair programming

open access: yesBoletín Redipe, 2021
La teoría de las inteligencias múltiples (IM) es un campo importante y novedoso dentro de la psicología de la educación, pues entre otras cosas, brinda una base sólida para planificar el proceso de enseñanza-aprendizaje.
Duvan Serna   +2 more
doaj   +1 more source

Estudio cuantitativo discreto sobre la simulación telemática en el aprendizaje del inglés

open access: yesRevista Iberoamericana de Educación, 2015
El presente trabajo recoge los resultados de un estudio cuantitativo discreto a través de correlaciones entre variables y sub-variables de un cuestionario de aptitudes para determinar el impacto que tiene la simulación telemática en el progreso en ...
Mª Laura Angelini   +2 more
doaj   +1 more source

Reflexiones sobre los problemas de la innovación tecnológica en Colombia. Estudio desde el campo de la telemática

open access: yesRevista Ibero-Americana de Estudos em Educação, 2015
En la sociedad colombiana domina una tendencia a la transferencia de tecnología que se contrapone a la innovación y desarrollo tecnológico endógeno en el campo de telemática.
José Daniel Cabrera Cruz   +2 more
doaj   +3 more sources

Desarrollo de habilidades blandas y el uso del Sistema de Gestión del Aprendizaje en la elaboración de proyectos prácticos en una asignatura introductoria de Ingeniería Telemática

open access: yesCuaderno de Pedagogía Universitaria, 2018
La práctica de la ingeniería tiene un alto uso de proyectos. Los proyectos requieren el trabajo de equipos multidisciplinarios y la comunicación constante para poder ser exitosos.
Víctor Manuel González Holguín   +2 more
doaj   +1 more source

Genome‐based prediction of multiple wheat quality traits in multiple years

open access: yesThe Plant Genome, Volume 13, Issue 3, November 2020., 2020
Abstract Wheat quality improvement is an important objective in all wheat breeding programs. However, due to the cost, time and quantity of seed required, wheat quality is typically analyzed only in the last stages of the breeding cycle on a limited number of samples.
Maria Itria Ibba   +8 more
wiley   +1 more source

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