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Listar por palabra clave "Synthetic data"

Mostrando ítems 1-6 de 6

Analysis of a C. elegans lifespan prediction method based on a bimodal neural network and uncertainty estimation

García-Garví, Antonio; Layana-Castro, Pablo Emmanuel; Sánchez Salmerón, Antonio José (Chalmers University of Technology, 2023)

[EN] In recent decades, assays with the nematode Caenorhabditis elegans (C. elegans) have enabled great advances to be made in research on aging. However, performing these assays manually is a laborious task. To solve this ...
Automation of Caenorhabditis elegans lifespan assay using a simplified domain synthetic image-based neural network training strategy

García-Garví, Antonio; Layana-Castro, Pablo Emmanuel; Puchalt-Rodríguez, Joan Carles; Sánchez Salmerón, Antonio José (Chalmers University of Technology, 2023)

[EN] Performing lifespan assays with Caenorhabditis elegans (C. elegans) nematodes manually is a time consuming and laborious task. Therefore, automation is necessary to increase productivity. In this paper, we propose a ...
Development of a traceability standard for the manufacturing of parts in the automotive industry and creation of an analysis model to measure the impact of variables on the production quality in molding processes

Guillem Aranda, Gemma (Universitat Politècnica de València, 2020-11-23)

[EN] This Final Degree Project deals, on the one hand, with the development of an internal project for the company SRG Global whose objective is to create a global traceability standard for all the productive plants. This ...
Generation of synthetic data based on hidden Markov models

Ferrando Huertas, Jaime (Universitat Politècnica de València, 2018-09-04)

[EN] Machine learning has becoming a trending topic in the last years, being now one of the most demanding careers in computer science. This growing has lead to more complex models capable of driving a car or cancer ...
Métodos de datos sintéticos aplicados al análisis de las etapas del sueño

Wei, Jingjing (Universitat Politècnica de València, 2021-05-13)

[ES] En este proyecto se implementarán varias técnicas para aumentar el tamaño de la muestra de categorías de datos en problemas de clasificación utilizando datos sintéticos. Estas técnicas buscan mejorar el desequilibrio ...
SysGpr: Sistema de generación de señales sintéticas pseudo-realistas

León, F.; Rodríguez-Lozano, Fco. J.; Cubero-Fernández, A.; Palomares, José M.; Olivares., J. (Universitat Politècnica de València, 2019-06-12)

[EN] Signals obtained from sensors are widely used in different scientific fields. However, the resources to obtain the data are not always available due to structural constraints, physical, economic, environmental, and ...