Methods | Author | Availability | Language | Used | Year |
---|---|---|---|---|---|
K-Nearest Neighbors (kNN) | Troyanskaya O. | Y | C | Y | 2001 |
Bayesian Pricipal Component Analysis (BPCA) | Oba S. | Y | JAVA | Y | 2003 |
Row Mean 1 | Bø T.H. | Y | JAVA | Y | 2004 |
EM_gene 1 | Bø T.H. | Y | JAVA | Y | 2004 |
EM_array 1 | Bø T.H. | Y | JAVA | Y | 2004 |
LSI_gene 1 | Bø T.H. | Y | JAVA | Y | 2004 |
LSI_array 1 | Bø T.H. | Y | JAVA | Y | 2004 |
LSI_combined 1 | Bø T.H. | Y | JAVA | Y | 2004 |
LSI_adaptative 1 | Bø T.H. | Y | JAVA | Y | 2004 |
Sequential KNN (SkNN) | Kim K. | Y | R | Y | 2004 |
Local Least Square Impute2 (LLSI) | Kim H. | Y | MATLAB | Y | 2005 |
Row Average 2 | Kim H. | Y | MATLAB | Y | 2005 |
Linear model based Imputation (LinImp) | Scheel I | Y | R | N | 2005 |
FAR, Factor Analysis Regression (FAR) | Feten. | N | - | N | 2005 |
Ordinary Least Square Impute (OLSI) | Nguyen D.V. | N | - | N | 2004 |
Support Vector Regression (SVR) | Wang X. | Y | C++ | N | 2006 |
Gaussian Mixture Clustering (GMC) | Ouyang M. | On demand | MATLAB | N | 2004 |
Singular Value Decomposition (SVD) | Troyanskaya O. | N | C | N | 2001 |
ghmm | Schielp, A | Y | Â | N | 2003 |
Collateral Missing Value Estimation (CMVE) | Sehgal M. | On demand | MATLAB | N | 2005 |
GO-based imputation | Tuikkala | N | - | N | 2005 |
LinCmb | Jörnsten, R | On demand | MATLAB | N | 2005 |
Integrative Missing value Estimation (iMISS) | Hu, J | Y | C++ | N | 2006 |
Projection Onto convex sets (POCS) | Gan, X | N | - | N | 2006 |
Iterative kNN | Bras | N | - | N | 2007 |