A big data quality evaluation method based on group heterogeneity rationality perception information fusion

W Zuo, D Yu, Q Hu, L Liu - Computers & Industrial Engineering, 2024 - Elsevier
Big data is complex, and it is difficult to evaluate big data quality with only a few evaluation
subjects. This paper designs a universal evaluation method for big data quality based on the …

[PDF][PDF] Knowledge discovery from road traffic accident data in Ethiopia: Data quality, ensembling and trend analysis for improving road safety

T Beshah, D Ejigu, A Abraham, V Snášel… - Neural Network …, 2012 - academia.edu
Descriptive analyses of the magnitude and situation of road safety in general and road
accidents in particular is important, but understanding of data quality, factors related with …

kNN Imputation Versus Mean Imputation for Handling Missing Data on Vulnerability Index in Dealing with Covid-19 in Indonesia

H Nugroho, NP Utama, K Surendro - Proceedings of the 2023 12th …, 2023 - dl.acm.org
The COVID-19 virus has rapidly spread throughout the world, and the WHO declared it a
pandemic on March 11, 2020. Previous research considered five domains associated with …

Mining High Utility Sequential Patterns in Dynamic Databases

JMT Wu, F Li, R Li, S Liu, H Zhou - 2023 8th International …, 2023 - ieeexplore.ieee.org
High-utility sequential pattern mining (HUSPM) has become a popular problem in the field of
data mining. Many algorithms have been designed for mining high-utility sequential patterns …

Mining Skyline Frequent-Utility Pattern with Threshold Filtering

JMT Wu, Y Liu, H Zhou, F Li… - 2023 8th International …, 2023 - ieeexplore.ieee.org
In the past, skyline pattern mining algorithms have achieved extensive research. The current
algorithms for mining skyline patterns are inefficient and time-consuming. In practical …

Research on Multi-XCTDs Measurement Information Receiving and Data Mining System

XM Li, XP Wang, D Tao, LS Ma… - 2023 8th International …, 2023 - ieeexplore.ieee.org
To receive synchronous observations data, that transmitted by the XCTD automatic delivery
acquisition device, and to realize intensive and gridded ocean observation, A multi-XCTDs …

[PDF][PDF] Data Mining Aplicado a la Predicción y Tratamiento de Enfermedades

CA Vega, G Rosano, JM López, JL Cendejas… - … Sistemas, Cibernética e …, 2012 - iiis.org
RESUMEN Éste artículo propone una metodología de aplicación de algoritmos de
predicción, utilizando técnicas de minería de datos, en la cual se incorporan mecanismos …

Automated inference techniques to assist with the construction of self-adaptive software

S Malek, K Canavera, N Esfahani - Managing trade-offs in adaptable …, 2017 - Elsevier
The state-of-the-art in engineering self-adaptive software systems involves manual
construction of numerous models, which are then used at runtime for making and effecting …

[PDF][PDF] Calidad de datos y aprendizaje automático: detección de errores semánticos en datos estructurados con esquema desconocido

AD Lentini - 2021 - ri.itba.edu.ar
Resumen" El presente trabajo tiene como objetivo general evaluar si técnicas del
aprendizaje automático provenientes del área del procesamiento natural del lenguaje …

[引用][C] 国内外大数据质量研究述评

刘冰, 庞琳 - 情报学报, 2019