Browsing Máster Universitario en Ingeniería Computacional y Sistemas Inteligentes by Title
Now showing items 77-86 of 86
-
Tensor Decompositions for Neural Networks Compression
(2024-07-09)As the demand for deploying machine learning models on resource-constrained devices grows, neural network compression has become an important area of research. Tensor decomposition is a promising technique for compressing ... -
Testing modified confusion entropy as split criterion for decision trees
(2019-05-29)In 2010, a new performance measure to evaluate the results obtained by algorithms of data classification was presented, Confusion Entropy (CEN). This render measure is able to achieve a greater discrimination than Accuracy ... -
Testu eta irudien arteko antzekotasun semantikoa aztertzen
(2019-09-30)Lengoaia Naturalaren Prozesamendu eta Ikusmen Artifizialaren arloaren erdigunean mo- dalitate anitzak, irudi eta testuak, aldi berean prozesatzea da helburu nagusietako bat. Proiektu honetan modalitate anitzeko sistemen ... -
Técnicas no-lineales para el análisis no invasivo de comportamientos animales
(2016-10-14)El presente estudio realiza análisis y evaluación de modelos no-invasivos mediante técnicas no-lineales que permitan la clasificación de comportamientos animales. Los datos se obtienen de sensores de presión piezoeléctricos, ... -
The “Extended Reach” method: exploring the neighbors of the neighbors to escape from local optima
(2022-12-23)[EN] Local search is a widely used meta-heuristic due to its simple yet effective approach for solving computationally hard optimization problems. Despite their popularity, hill-climbing algorithms get stuck in local optima, ... -
Towards bridging the sim to real gap for robotic manipulation through the development of a realistic simulation using Unity, MuJoCo and ROS2
(2024-07-09)[EN] The dissimilar behaviour that occurs in a simulation and in the real world with seemingly the same controllers and physical features is a very real problem that current researchers are trying to minimise. This problem ... -
Transformer-based architecture for 2D semantic segmentation of mitochondria
(2022-12-23)In this project, we have studied the state-of-the-art of semantic segmentation of biomedical images and compared the performance of a new Transformer-based architecture with the most used convolutional architecture for ... -
Trenen trakzio profilen optimizazioa energia kontsumoa minimizatuz
(2022-12-23)[EU] Proiektu hau CAF-Signalling enpresak dituen beharrei erantzun bat emateko burutu da. Gaur egun energia kontsumoaren minimizazioa enpresa guztiek mahai gainean jarri behar duten gai bat da, eta bide horretan, tren ... -
Understanding the elementary landscape decomposition of the QAP and its effects on local search based algorithms
(2022-12-23)Elementary landscapes are a special type of combinatorial landscapes that have some properties that make them particularly suitable for working with meta-heuristic algorithms, specially local search based methods. In most ... -
Validación de la detección de objetos 3D basada en nubes de puntos para la conducción autónoma mediante motores de simulación.
(2024-07-09)La detección de objetos en nubes de puntos es un tema emergente en la conducción autónoma que ha cobrado importancia gracias a los avances en tecnologías de sensores LiDAR (Laser Imaging Detection and Ranging) y técnicas ...