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Listar por palabra clave "Decision fusion"

Mostrando ítems 1-9 de 9

A Comparative Study on Recent Automatic Data Fusion Methods

Pereira-González, Luis Manuel; Salazar Afanador, Addisson; Vergara Domínguez, Luís (MDPI AG, 2024-01)

[EN] Automatic data fusion is an important field of machine learning that has been increasingly studied. The objective is to improve the classification performance from several individual classifiers in terms of accuracy ...
A new method for fraud detection in credit cards based on transaction dynamics in subspaces

Salazar Afanador, Addisson; Safont, Gonzalo; Vergara Domínguez, Luís (IEEE, 2019-12-07)

[EN] This paper presents a new method for fraud detection in credit cards based on exploiting the dynamics of the card transactions. We hypothesize different behavior models in the use of the card between legitimate clients ...
A Study of Late Fusion Methods for Multimodal Classification

Zou, Dejian (Universitat Politècnica de València, 2024-04-09)

[ES] Este proyecto implementará varias técnicas de fusión tardía de datos aplicadas para mejorar el rendimiento de la clasificación multimodal automática. Se analizarán los repositorios de bases de datos disponibles ...
Fusion Methods for Biosignal Analysis: Theory and Applications

Salazar Afanador, Addisson; Zarzoso, Vicente; Rosa-Zurera, Manuel; Vergara Domínguez, Luís (Hindawi Limited, 2017)
Multisensor network system for wildfire detection using infrared image processing

Bosch Roig, Ignacio; Serrano Cartagena, Arturo; Vergara Domínguez, Luís (Hindawi Publishing Corporation, 2013)

This paper presents the next step in the evolution of multi-sensor wireless network systems in the early automatic detection of forest fires.This network allows remote monitoring of each of the locations as well as ...
On the fusion of non-independent detectors

Vergara Domínguez, Luís; Soriano Tolosa, Antonio; Safont Armero, Gonzalo; Salazar Afanador, Addisson (Elsevier, 2016-03)

[EN] Independence between detectors is normally assumed in order to simplify the algorithms and techniques used in decision fusion. In this paper, we derive the optimum fusion rule of N non-independent detectors in terms ...
Pattern recognition techniques for provenance classification of archaeological ceramics using ultrasounds

Salazar Afanador, Addisson; Safont Armero, Gonzalo; Vergara Domínguez, Luís; Vidal, Enrique (Elsevier, 2020-07)

[EN] This paper presents a novel application of pattern recognition to the provenance classification of archae- ological ceramics. This is a challenging problem for archaeologists, which involves assigning a making location ...
Técnicas de Procesado de Señal para Fusión Multimodal aplicada a las Fases del Sueño

Xu, Yazhuo (Universitat Politècnica de València, 2019-08-01)

[ES] Este proyecto implementa varias técnicas para la fusión de diferentes modalidades de datos en análisis de las fases del sueño. Los métodos de fusión buscan explotar las complementariedades de los datos para mejorar ...
Vector Score Alpha Integration for Classifier Late Fusion

Safont Armero, Gonzalo; Salazar Afanador, Addisson; Vergara Domínguez, Luís (Elsevier, 2020-08)

[EN] Alpha integration is a family of integrators that encompasses many classic fusion operators (e.g., mean, product, minimum, maximum) as particular cases. This paper proposes vector score integration (VSI), a new alpha ...