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Contribution to Graph-based Manifold Learning with Application to Image Categorization.

122 p

Idioma: English
Publicación: 2020
Materia:
informatics
informática
Acceso electrónico: http://hdl.handle.net/10810/47603
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id addi-10810-47603
recordtype addi
spelling addi-10810-476032020-11-03T02:21:24Zcom_10810_12140Tesis Doctoralescom_10810_91INVESTIGACIÓNcol_10810_12144TD-Ingeniería y Arquitectura Contribution to Graph-based Manifold Learning with Application to Image Categorization. Zhu, Ruifeng García Alonso Montoya, Alejandro Arganda Carreras, Ignacio D'Anjou D'Anjou, Alicia Emilia informatics informática 122 p Los algoritmos de aprendizaje de variedades basados en grafos (Graph,based manifold) son técnicas que han demostrado ser potentes herramientas para la extracción de características y la reducción de la dimensionalidad en los campos de reconomiento de patrones, visión por computador y aprendizaje automático. Estos algoritmos utilizan información basada en las similitudes de pares de muestras y del grafo ponderado resultante para revelar la estructura geométrica intrínseca de la variedad. 2020-11-02T09:39:40Z 2020-11-02T09:39:40Z 2020-07-08 2020-07-08 info:eu-repo/semantics/doctoralThesis http://hdl.handle.net/10810/47603 903058 21024 eng info:eu-repo/semantics/openAccess (c)2020 RUIFENG ZHU
external_data_source Addi
institution Digital
collection Addi
language English
topic informatics
informática
spellingShingle informatics
informática
Zhu, Ruifeng
Contribution to Graph-based Manifold Learning with Application to Image Categorization.
description 122 p
author_additional García Alonso Montoya, Alejandro
author Zhu, Ruifeng
title Contribution to Graph-based Manifold Learning with Application to Image Categorization.
title_short Contribution to Graph-based Manifold Learning with Application to Image Categorization.
title_full Contribution to Graph-based Manifold Learning with Application to Image Categorization.
title_fullStr Contribution to Graph-based Manifold Learning with Application to Image Categorization.
title_full_unstemmed Contribution to Graph-based Manifold Learning with Application to Image Categorization.
title_sort contribution to graph-based manifold learning with application to image categorization.
publishDate 2020
url http://hdl.handle.net/10810/47603
_version_ 1736137244742254592

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