A Proposal for Outlier and Noise Detection in Public Official's Affidavits

Outlier and noise detection processes are highly useful in the quality assessment of any kind of database. Such processes may have novel civic and public applications in the detection of anomalies in public data. The purpose of this work is to explore the possibilities of experimentation with, valid...

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Autores principales: López-Pablos, Rodrigo, Kuna, Horacio Daniel, Pesado, Patricia Mabel, Estayno, Marcelo Gustavo, Piccoli, María Fabiana
Formato: Libro Capitulo de libro
Lenguaje:Inglés
Publicado: Editorial de la Universidad Nacional de La Plata (EDULP) 2017
Materias:
Ciencias Informáticas
Anomalies and noise, Public data, Public officials, Affidavits, Databases, Outliers
Anomalías y ruido, Datos públicos, Funcionarios públicos, Declaraciones juradas, Bases de datos, Outliers
Аномалии и шум, Публичные данные, Должностные лица, Аффидевиты, Базы данных, Отклонения
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/66736
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-66736
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Anomalies and noise, Public data, Public officials, Affidavits, Databases, Outliers
Anomalías y ruido, Datos públicos, Funcionarios públicos, Declaraciones juradas, Bases de datos, Outliers
Аномалии и шум, Публичные данные, Должностные лица, Аффидевиты, Базы данных, Отклонения
spellingShingle Ciencias Informáticas
Anomalies and noise, Public data, Public officials, Affidavits, Databases, Outliers
Anomalías y ruido, Datos públicos, Funcionarios públicos, Declaraciones juradas, Bases de datos, Outliers
Аномалии и шум, Публичные данные, Должностные лица, Аффидевиты, Базы данных, Отклонения
López-Pablos, Rodrigo
Kuna, Horacio Daniel
Pesado, Patricia Mabel
Estayno, Marcelo Gustavo
Piccoli, María Fabiana
A Proposal for Outlier and Noise Detection in Public Official's Affidavits
topic_facet Ciencias Informáticas
Anomalies and noise, Public data, Public officials, Affidavits, Databases, Outliers
Anomalías y ruido, Datos públicos, Funcionarios públicos, Declaraciones juradas, Bases de datos, Outliers
Аномалии и шум, Публичные данные, Должностные лица, Аффидевиты, Базы данных, Отклонения
description Outlier and noise detection processes are highly useful in the quality assessment of any kind of database. Such processes may have novel civic and public applications in the detection of anomalies in public data. The purpose of this work is to explore the possibilities of experimentation with, validation and application of hybrid outlier and noise detection procedures in public officials' affidavit systems currently available in Argentina.
format Libro
Capitulo de libro
author López-Pablos, Rodrigo
Kuna, Horacio Daniel
Pesado, Patricia Mabel
Estayno, Marcelo Gustavo
Piccoli, María Fabiana
author_facet López-Pablos, Rodrigo
Kuna, Horacio Daniel
Pesado, Patricia Mabel
Estayno, Marcelo Gustavo
Piccoli, María Fabiana
author_sort López-Pablos, Rodrigo
title A Proposal for Outlier and Noise Detection in Public Official's Affidavits
title_short A Proposal for Outlier and Noise Detection in Public Official's Affidavits
title_full A Proposal for Outlier and Noise Detection in Public Official's Affidavits
title_fullStr A Proposal for Outlier and Noise Detection in Public Official's Affidavits
title_full_unstemmed A Proposal for Outlier and Noise Detection in Public Official's Affidavits
title_sort proposal for outlier and noise detection in public official's affidavits
publisher Editorial de la Universidad Nacional de La Plata (EDULP)
publishDate 2017
url http://sedici.unlp.edu.ar/handle/10915/66736
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