| Comparative Approaches for Classification of Diabetes Mellitus Data: Machine Learning Paradigm M Maniruzzaman, N Kumar, MM Abedin, MS Islam, HS Suri, AS El-Baz, ... Computer Methods and Programs in Biomedicine, 2017 | 266 | 2017 |
| Risk factors of neonatal mortality and child mortality in Bangladesh S Maniruzzaman, Md., Suri, Harman, N Kumar, MM Abedin, MJ Rahman, ... Journal of Global Health 8 (1), 1-16, 2018 | 64 | 2018 |
| Serum and Plasma Metabolomic Biomarkers for Lung Cancer N Kumar, M Shahjaman, MNH Mollah, SMS Islam, MA Hoque Bioinformation 13 (6), 202, 2017 | 49 | 2017 |
| Robust volcano plot: identification of differential metabolites in the presence of outliers N Kumar, MA Hoque, M Sugimoto BMC Bioinformatics 19 (1), 2018 | 44 | 2018 |
| Metabolomic Biomarker Identification in Presence of Outliers and Missing Values N Kumar, MA Hoque, M Shahjaman, SMS Islam, MNH Mollah BioMed Research International 2017 (Article ID 2437608), 11, 2017 | 28 | 2017 |
| A New Singular Value Decomposition Based Robust Graphical Clustering Technique and Its Application in Climatic Data N Kumar, M Nasser, S sarker Journal of Geography and Geology 3 (1), 227-238, 2011 | 16 | 2011 |
| Robust Significance Analysis of Microarrays by Minimum β-Divergence Method M Shahjaman, N Kumar, MMH Mollah, MS Ahmed, AA Begum, SMS Islam, ... BioMed Research International, 18, 2017 | 15 | 2017 |
| A new approach of outlier-robust missing value imputation for metabolomics data analysis N Kumar, MA Hoque, M Shahjaman, SM Islam, MNH Mollah Current Bioinformatics 14 (1), 43-52, 2019 | 12 | 2019 |
| Kernel weighted least square approach for imputing missing values of metabolomics data N Kumar, MA Hoque, M Sugimoto Scientific reports 11 (1), 1-12, 2021 | 11 | 2021 |
| Robust Feature Selection Approach for Patient Classification using Gene Expression Data M Shahjaman, N Kumar, MS Ahmed, AA Begum, SMS Islam, MMN Haque Bioinformation 13 (10), 327, 2017 | 8 | 2017 |
| Mining Gene Expression Profile with Missing Values: An Integration of Kernel PCA and Robust Singular Values Decomposition MS Islam, M Hoque, M Islam, M Ali, M Hossen, M Binyamin, AF Merican, ... Current Bioinformatics 14 (1), 78-89, 2019 | 7 | 2019 |
| A New Graphical Multivariate Outlier Detection Technique Using Singular Value Decomposition N Kumar, M Nasser International Journal of Engineering Research & Technology (IJERT) 1 (6), 1-6, 2012 | 6 | 2012 |
| Performance Improvement of Gene Selection Methods using Outlier Modification Rule M Shahjaman, N Kumar, MNH Mollah Current Bioinformatics 14 (6), 491-503, 2019 | 4 | 2019 |
| Weighted scaling approach for metabolomics data analysis B Biswas, N Kumar, MA Hoque, MA Alam Japanese Journal of Statistics and Data Science, 1-18, 2023 | 2 | 2023 |
| Significant Metabolites and Outlier-Robust Classifier Identification for Breast Cancer Prediction N Kumar, A Hoque, M Shahjaman, SMS Islam, M Haque Mollah Current Metabolomics 6 (2), 147-154, 2018 | 1 | 2018 |
| Identification of Differentially Expressed Gene Using Robust Singular Value Decomposition N Kumar, T Hossain, E J. Beh, M Sugimoto, M Nasser Current Bioinformatics 11 (3), 366-374, 2016 | 1 | 2016 |
| Multivariate Data Visualization: Correspondence Analysis, Classical and Robust Singular Value Decomposition and Depth based Approach N Kumar, M Nasser International Journal of Advanced Research 4 (1), 416- 425, 2016 | 1 | 2016 |
| Performance of Wavelet transformation, Fourier transformation, and Singular Value Decomposition (Classical and Robust) in Image Compression and Denoising TM Hossain, N Kumar, M Nasser International Conference on Statistical Data Mining for Bioinformatics …, 2012 | 1* | 2012 |
| A comparative study of biomarker gene selection methods in presence of outliers M Shahjaman, N Kumar, AA Begum, SMS Islam, MNH Mollah Journal of Bio-Science 25, 9-16, 2017 | | 2017 |
| Outlier Detection Technique For Regression Analysis And Its Application MD Shahjaman, N Kumar International Journal of Engineering and Technology 7 (4), 747-753, 2010 | | 2010 |
Md. Aminul HoqueUniversity of RajshahiVerified email at ru.ac.bd
