Some logarithmic and sine-type imputation techniques for missing data in survey sampling in the presence of measurement errors
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2020.1828414
Abstract: One of the main sources of non-sampling errors is missing data due to non-response. Various methods are adopted to deal with this problem, one of which is the method of imputation. In this paper, a… read more here.
Keywords: imputation techniques; imputation; type imputation; logarithmic sine ... See more keywords
Dealing with missing data as it pertains of e-maintenance
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Quality in Maintenance Engineering"
DOI: 10.1108/jqme-08-2016-0032
Abstract: Purpose Centrifugal compressors are integral components in oil industry, thus effective maintenance is required. Condition-based maintenance and prognostics and health management (CBM/PHM) have been gaining popularity. CBM/PHM can also be performed remotely leading to e-maintenance.… read more here.
Keywords: missing values; imputation techniques; maintenance; dealing missing ... See more keywords
Data Imputation Techniques Applied to the Smart Grids Environment
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3262188
Abstract: The electricity sector has added plenty of new technologies in recent years. Smart Grids are characterized by the use of monitoring and communication technologies almost in whole system. The application and use of such new… read more here.
Keywords: grids environment; imputation techniques; data imputation; smart grids ... See more keywords
Machine learning based imputation techniques for estimating phylogenetic trees from incomplete distance matrices
Sign Up to like & getrecommendations! Published in 2020 at "BMC Genomics"
DOI: 10.1186/s12864-020-06892-5
Abstract: Background With the rapid growth rate of newly sequenced genomes, species tree inference from genes sampled throughout the whole genome has become a basic task in comparative and evolutionary biology. However, substantial challenges remain in… read more here.
Keywords: imputation techniques; machine learning; distance matrices; distance ... See more keywords