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Now showing items 51-60 of 61
Robust Laser-Based Optical Measurement in Industrial Harsh Environments.
(2022-10-11)
This thesis reports on the design and experimental assessment of reliable dimensional control using laser based optical devices. Modeling and calibration of such systems, as well as the filtering of the delivered data, has ...
Contributions to the mathematical modeling of estimation of distribution algorithms and pseudo-boolean functions
(2023-10-27)
Maximice o minimice una función objetivo definida sobre un espacio discreto. Dado que la mayoría de dichos problemas no pueden ser resueltos mediante una búsqueda exhaustiva, su resolución se aproxima frecuentemente mediante ...
Optimizing deep neural network deployment for intelligent security video analytics
(2023-09-08)
La vídeo analítica inteligente para la seguridad actualmente aplica algoritmos de Inteligencia Artificial (IA) que permiten dar solución a las limitaciones de la vídeo vigilancia tradicional, que hasta ahora se basa meramente ...
Supervised learning in time-dependent environments with performance guarantees
(2023-09-25)
En esta tesis, establecemos metodologías para el aprendizaje supervisado a partir de una secuencia de tareas dependientes del tiempo que explotan eficazmente la información de todas las tareas, proporcionan una adaptación ...
Contribution to Graph-based Semi-supervised Learning: Joint Label and Latent Space Estimation
(2023-09-29)
Graph-based semi-supervised learning is a model from the field of machine learning that focuses on developing algorithms that allow computers to learn from data and make predictions or decisions. Datasets play a critical ...
Understanding non-convex optimization problems and stochastic optimization algorithms
(2023-11-30)
Esta tesis presenta contribuciones significativas en el campo de las heurísticas estocásticas iterativas. Se abordan varios aspectos relacionados con la comparación y mejora de algoritmos de optimización. En primer lugar, ...
Intelligent road lane mark extraction using a Mobile Mapping System
(2023-01-19)
During the last years, road landmark in- ventory has raised increasing interest in different areas: the maintenance of transport infrastructures, road 3d modelling, GIS applications, etc. The lane mark detection is posed ...
Contributions from computational intelligence to healthcare data processing
(2016-12-23)
The increasing ability to gather, store and process health care information, through the electronic health records and improved communication methods opens the door for new applications intended to improve health care in ...
Solving Fishing Routing Problems with Metaheuristics
(2023-12-11)
The current climate change crisis, coupled with fuel price volatility, and the loss of efficiency in the fishing industry, is jeopardising the sustainability of the fishing sector. One potential approach to tackle such ...
Contributions to Natural Language Processing and Hierarchical Classification.
(2024-01-10)
El envejecimiento de la población se define como el aumento progresivo de la proporción de personas de 65años o más con respecto a la población total. En Europa, se prevé que el porcentaje de población mayor de 65años ...