Metabolomics · 2018 · 81 citations · 17 references
Life SciencesBioinformaticsBiostatisticsMetabolomicsMass Spectrometry-based MetabolomicsMetabolite ProfilingMetabolite QuantificationMetabolomics Data AnalysisMetabolomics Quality ControlUntargeted MetabolomicsImputation Of Missing ValuesK-nearest NeighborsK-nearest Neighbors ImputationMetabolome Data AnalysisMetabolomics Data Processing
17
Missing value estimation methods for DNA microarrays
Olga G. Troyanskaya, Michael Cantor, Gavin Sherlock et al. · Bioinformatics · 2001 · 4.3K citations · Full text
Missing Value Imputation Approach for Mass Spectrometry-based Metabolomics Data
Runmin Wei, Jingye Wang, Mingming Su et al. · Scientific Reports · 2018 · 663 citations · Full text
Public Health, Biostatistics, Mass Spectrometric Analysis +15
The distance function effect on k-nearest neighbor classification for medical datasets
Li-Yu Hu, Min‐Wei Huang, Shih-Wen Ke et al. · SpringerPlus · 2016 · 463 citations · Full text
Computing, Data Science, Data Mining +15