Measuring Representativeness Using Covering Array Principles

Measuring Representativeness Using Covering Array Principles

Representativeness is an important data quality characteristic in data science processes; a data sample is said to be representative when it reflects a larger group as accurately as possible. Having low representativeness indices in the data can lead to the generation of biased models. Hence, this s...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors:	Castro-Romero, Alexander, Cobos-Lozada, Carlos-Alberto
Format:	Online
Sprog:	eng
Udgivet:	Universidad Pedagógica y Tecnológica de Colombia 2023
Fag:	algoritmos de clasificación arreglos de cobertura calidad de datos conjuntos de datos representatividad de datos classification algorithms coverage arrays data quality data sets data representativeness
Online adgang:	https://revistas.uptc.edu.co/index.php/ingenieria/article/view/15314

Lignende værker

Metaheuristic algorithms for building Covering Arrays: A review
af: Timaná-Peña, Jimena Adriana, et al.
Udgivet: (2016)

Variables characterization by using computing intelligence to identify the cattle s health disorders
af: Sarmiento-Pacanchique, Edgar Leonardo, et al.
Udgivet: (2015)

Proposal for the Evaluation of Open Data Portals
af: Herrera-Melo, Camila Andrea, et al.
Udgivet: (2019)

The value of open data government: a quality assessment approach
af: Maestre-Gongora , Gina, et al.
Udgivet: (2021)

Knowing the Big Data
af: Camargo-Vega, Juan José, et al.
Udgivet: (2014)

Anomalies detection for big data
af: Torres-Domínguez, Omar, et al.
Udgivet: (2019)

Economic Factors that Affect the Technical Efficiency Index of the Public Hospitals of the State of Nariño -Colombia 2008-2014
af: Portillo Melo, Danyeli Maricel, et al.
Udgivet: (2019)

Detection of Homicide Trends in Colombia Using Machine Learning
af: Ordoñez-Eraso, Hugo Armando, et al.
Udgivet: (2019)

Metodologías indirectas para la detección y corrección de series de tiempo heterogéneas
af: Daza Leguizamón, Omar Javier, et al.
Udgivet: (2010)

Applying Predictive Data Mining to Discover Factors Associated to the Language Skill Performance from Elementary School Students
af: Timarán-Pereira, Ricardo, et al.
Udgivet: (2022)

Monitoring of meteorological variables through a wireless data acquisition system
af: Ruiz-Ayala, Daniel Camilo, et al.
Udgivet: (2018)

Business Intelligence Applied to Corn Productivity
af: Serna-Vargas, Julián Camilo, et al.
Udgivet: (2020)

The substitution process of heavy fuel oil with natural gas in the industrial sector of Valle del Cauca and Cauca – Colombia 2004-2012
af: Rangel Jiménez, Andrés Eduardo, et al.
Udgivet: (2016)

Remittances and regional economic growth in Colombia 2009 - 2016: a panel data application
af: Chamorro-García, Andrés Fernando, et al.
Udgivet: (2019)

Data analysis of thefts in the city of Medellin from a descriptive approach
af: Maestre-Gongora, Gina, et al.
Udgivet: (2023)

Spatial Data Mining in Agriculture in Latin America - A Conceptual Approach
af: Gil-Torres, Andrés Felipe, et al.
Udgivet: (2019)

Kahn's Data Quality Categories for Prescription delivery and Medical Appointment Assignment Reports
af: Meneses-Lopez, Daisy-Yisel, et al.
Udgivet: (2023)

Effects of foreign investment in Colombian mining and four countries in the region
af: Gamba, Gloria Patricia, et al.
Udgivet: (2013)

Prototype to measure the total harmonic distortion
af: Valderrama, David Mauricio, et al.
Udgivet: (2007)

Coffee Crops Analysis Using UAVs Equipped with Multispectral Cameras
af: Arteaga-López, Natalia, et al.
Udgivet: (2022)

Characterization of soil moisture dynamics in Colombian agricultural areas
af: Hernández-Guzmán, Francisco Javier, et al.
Udgivet: (2021)

Identification of non-fatal injuries in the cartography of the municipality of pasto with the clustering technique
af: Timarán-Pereira, Silvio Ricardo, et al.
Udgivet: (2017)

A device for the classification of solid waste and measurement of ecological footprints
af: Pacheco, Angela María, et al.
Udgivet: (2021)

Human Capital and Economic Growth: Empirical Evidence for South America
af: Cerquera Losada, Oscar Hernán, et al.
Udgivet: (2022)

Evaluation of the WPA2-PSK wireless network security protocol using the Linset and Aircrack-ng tools
af: Acosta-López, Alberto, et al.
Udgivet: (2018)

Characterizing the survival of women with invasive cervical cancer by using data mining
af: Timarán-Pereira, Ricardo, et al.
Udgivet: (2016)

Adaptable Data Warehouse Based on the Research Factor of the NAC Institutional Accreditation Model
af: Fuentes-Vargas, David-Antonio, et al.
Udgivet: (2022)

Educational management and technical efficiency with official secondary schools in Florencia, Caquetá, Colombia
af: Pardo-Rozo, Yelly Yamparli, et al.
Udgivet: (2022)

Plataforma de análisis de datos del Observatorio Económico de la Gobernación de Boyacá en los renglones de agricultura, minería y finanzas
af: Rivera Sánchez, Fabio Alexander
Udgivet: (2021)

Engel Curves in Medellin’s Households 2012-2015
af: Barrientos-Marin, Jorge, et al.
Udgivet: (2019)

Towards a supervised rescoring system for unstructured data bases used to build specialized dictionaries
af: Rico-Sulayes, Antonio
Udgivet: (2014)

Decision trees for predicting factors associated with academic performance of high school students in Saber 11 tests
af: Timarán-Pereira, Ricardo, et al.
Udgivet: (2019)

Proposal of an empirical model to estimate the productivity of ‘Valencia’ orange (Citrus sinensis L. Osbeck) in the Colombian low tropics
af: Cleves-Leguizamo, José Alejandro, et al.
Udgivet: (2021)

Constructions of Bh sets in various dimensions
af: Caicedo Bravo, Nidia Yadira, et al.
Udgivet: (2021)

Evaluation of the WPA2-PSK wireless network security protocol using the Linset and Aircrack-ng tools
af: Acosta López, Alberto, et al.
Udgivet: (2018)

Discrete-time model for variable structure systems
af: Higuera-Martínez, Oscar Iván
Udgivet: (2010)

Smart Campus: Trends in cybersecurity and future development
af: Sánchez-Torres, Brayan, et al.
Udgivet: (2018)

Incidence of Public Spending on Economic Growth in South American Countries, 1995-2018
af: Gomez Segura, Camilo Fabiam, et al.
Udgivet: (2023)

The Environmental Kuznets Curve and Sustainable Economic Growth in Colombia
af: Gómez-Segura, Camilo Fabiam, et al.
Udgivet: (2021)

The Relative Efficiency of the Real Sector versus the Financial Sector of the Colombian Economy
af: Rodriguez Lozano, Gloria Isabel, et al.
Udgivet: (2017)