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Listar por palabra clave "Outliers"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por palabra clave "Outliers"

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    An attempt to analyse Iterative Data Snooping and L1-norm based on Monte Carlo simulation in the context of leveling networks 
    Klein, Ivandro; Suraci, Stefano Sampaio; de Oliveira, Leonardo Castro; Rofatto, Vinicius Francisco; Matsuoka, Marcelo Tomio; Baselga Moreno, Sergio (Maney Publishing, 2022-01-02)
    [EN] The goal of this paper is to evaluate the outlier identification performance of iterative Data Snooping (IDS) and L-1-norm in levelling networks by considering the redundancy of the network, number and size of the ...
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    Canary Island tomato exports: A stable seasonal pattern? 
    Martín Rodríguez, Gloria; Cano Fernández, Víctor Javier; Cáceres Hernández, José Juan (Universitat Politècnica de València, 2002)
    [EN] This paper studies the evolution of the weekly exports of Canary Island tomatoes after the entry of Spain in the European Union. A first analysis of deterministic components reveals their instability, clearly related ...
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    Caracterización de medidas de regularidad en señales biomédicas. Robustez a outliers 
    Molina Picó, Antonio (Editorial Universitat Politècnica de València, 2014-09-03)
    Los sistemas fisiológicos generan señales eléctricas durante su funcionamiento. Estas señales pueden ser registradas y representadas, constituyendo un elemento fundamental de ayuda al diagnóstico en la práctica clínica ...
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    Fast partial quantile regression 
    Méndez-Civieta, Álvaro; Aguilera-Morillo, M. Carmen; Lillo, Rosa E. (Elsevier, 2022-04-15)
    [EN] Partial least squares (PLS) is a dimensionality reduction technique used as an alternative to ordinary least squares (OLS) in situations where the data is colinear or high dimensional. Both PLS and OLS provide mean ...
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    How to Simulate Outliers with the Desired Properties 
    González-Cebrián, A.; Arteaga, Francisco; Folch-Fortuny, Abel; Ferrer, Alberto (Elsevier, 2021-05-15)
    [EN] Deviating multivariate observations are used typically to test the performance of outlier detection methods. Yet, the generation of outlying cases itself usually appears as a secondary methodological step in methods ...
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    New decision rules under strict uncertainty and a general distance-based approach 
    Salas-Molina, Francisco; Pla Santamaría, David; Vercher Ferrandiz, Mª Luisa; Garcia-Bernabeu, Ana (American Institute of Mathematical Sciences, 2023-04-04)
    [EN] Strict uncertainty implies a complete lack of knowledge about the probabilities of possible future states of the world. However, there is complete information about the set of alternatives under consideration, the set ...
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    Statistical Machine Learning in Biomedical Engineering 
    González Cebrián, Alba (Universitat Politècnica de València, 2024-04-15)
    [ES] Esta tesis, desarrollada bajo una beca de formación de personal investigador de la Universitat Politècnica de València, tiene como objetivo proponer y aplicar metodologías de Statistical Machine Learning en contextos ...
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    Use of fulton's condition factor to filter out filter out outliers from atlantic bluefin tuna (Thunnus Thynnus L.) length-weight relationships 
    Deguara, Simeon; Cort, Jose Luís; Galaz, Txema; Estruch, Vicente-Domingo; Belda Pérez, Eduardo Jorge (International Commission for the Conservation of Atlantic Tunas (ICCAT), 2013)
    [EN] Length-weight (L-W) relationships are important parameters in Atlantic bluefin tuna (Thunnus thynnus L) (ABFT) stock assessments. Some datasets used to determine L-W relationships contain outliers which may significantly ...