Missing-Values Imputation Algorithms for Microarray Gene Expression Data

Expression Data ◽

Advances in Computing and Information Technology - Advances in Intelligent Systems and Computing ◽

Effectiveness of Different Partition Based Clustering Algorithms for Estimation of Missing Values in Microarray Gene Expression Data

10.1007/978-3-642-31552-7_5 ◽

2013 ◽

pp. 37-47 ◽

Cited By ~ 2

Author(s):

Shilpi Bose ◽

Chandra Das ◽

Abirlal Chakraborty ◽

Samiran Chattopadhyay

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Missing Values ◽

Clustering Algorithms ◽

Expression Data ◽

Advances in Intelligent Systems and Computing - Emerging Technologies in Data Mining and Information Security ◽

SBi-MSREimpute: A Sequential Biclustering Technique Based on Mean Squared Residue and Euclidean Distance to Predict Missing Values in Microarray Gene Expression Data

10.1007/978-981-13-1498-8_59 ◽

2018 ◽

pp. 673-685 ◽

Cited By ~ 1

Author(s):

Sourav Dutta ◽

Mithila Hore ◽

Faraz Ahmad ◽

Anam Saba ◽

Manuraj Kumar ◽

...

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Euclidean Distance ◽

Missing Values ◽

Expression Data ◽

2012 International Conference on Communications, Devices and Intelligent Systems (CODIS) ◽

A novel interpolation based missing value estimation method to predict missing values in microarray gene expression data

10.1109/codis.2012.6422202 ◽

2012 ◽

Cited By ~ 3

Author(s):

Shilpi Bose ◽

Chandra Das ◽

Sourav Dutta ◽

Samiran Chattopadhyay

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Missing Values ◽

Estimation Method ◽

Expression Data ◽

Value Estimation ◽

Missing Value Estimation ◽

A Bicluster-Based Sequential Interpolation Imputation Method for Estimation of Missing Values in Microarray Gene Expression Data

Current Bioinformatics ◽

10.2174/1574893612666170106102019 ◽

2017 ◽

Vol 12 (2) ◽

pp. 118-130 ◽

Cited By ~ 2

Author(s):

Alamgir Hossain ◽

Matangini Chattopadhyay ◽

Samiran Chattopadhyay ◽

Shilpi Bose ◽

Chandra Das

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Missing Values ◽

Imputation Method ◽

Expression Data ◽

An Algorithm for Imputing Missing Values in Microarray Gene Expression Data

Asian Journal of Research in Social Sciences and Humanities ◽

10.5958/2249-7315.2016.00397.x ◽

2016 ◽

Vol 6 (6special) ◽

pp. 289

Author(s):

P. Valarmathie ◽

G. Kavitha

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Missing Values ◽

Expression Data ◽

A novel distance-based iterative sequential KNN algorithm for estimation of missing values in microarray gene expression data

International Journal of Bioinformatics Research and Applications ◽

10.1504/ijbra.2016.10001720 ◽

2016 ◽

Vol 12 (4) ◽

pp. 312 ◽

Cited By ~ 1

Author(s):

Matangini Chattopadhyay ◽

Samiran Chattopadhyay ◽

Chandra Das ◽

Shilpi Bose

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Missing Values ◽

Expression Data ◽

Pre-processing of microarray gene expression data for classification using adaptive feature selection and imputation of non-ignorable missing values

International Journal of Data Mining and Bioinformatics ◽

10.1504/ijdmb.2016.10001620 ◽

2016 ◽

Vol 16 (3) ◽

pp. 183

Author(s):

R. Devi Priya ◽

R. Sivaraj

Keyword(s):

Gene Expression ◽

Feature Selection ◽

Gene Expression Data ◽

Missing Values ◽

Expression Data ◽

Adaptive Feature Selection ◽

Iterative bicluster-based least square framework for estimation of missing values in microarray gene expression data

Pattern Recognition ◽

10.1016/j.patcog.2011.10.012 ◽

2012 ◽

Vol 45 (4) ◽

pp. 1281-1289 ◽

Cited By ~ 35

Author(s):

K.O. Cheng ◽

N.F. Law ◽

W.C. Siu

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Missing Values ◽

Least Square ◽

Expression Data ◽

A novel distance-based iterative sequential KNN algorithm for estimation of missing values in microarray gene expression data

International Journal of Bioinformatics Research and Applications ◽

10.1504/ijbra.2016.080719 ◽

2016 ◽

Vol 12 (4) ◽

pp. 312 ◽

Cited By ~ 3

Author(s):

Chandra Das ◽

Shilpi Bose ◽

Matangini Chattopadhyay ◽

Samiran Chattopadhyay

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Missing Values ◽

Expression Data ◽

Proceedings. 2004 IEEE Computational Systems Bioinformatics Conference, 2004. CSB 2004. ◽

Imputation of missing values in DNA microarray gene expression data

10.1109/csb.2004.1332500 ◽

2004 ◽

Author(s):

Hyunsoo Kim ◽

G.H. Golub ◽

Haesun Park

Keyword(s):

Gene Expression ◽

Dna Microarray ◽

Gene Expression Data ◽

Missing Values ◽

Expression Data ◽