| On parsimonious models for modeling matrix data S Sarkar, X Zhu, V Melnykov, S Ingrassia Computational Statistics & Data Analysis 142, 106822, 2020 | 45 | 2020 |
| MatTransMix: an R package for matrix model-based clustering and parsimonious mixture modeling X Zhu, S Sarkar, V Melnykov Journal of Classification, 1-24, 2022 | 14 | 2022 |
| Gaussian mixture modeling and model-based clustering under measurement inconsistency S Sarkar, V Melnykov, R Zheng Advances in Data Analysis and Classification 14, 379-413, 2020 | 14 | 2020 |
| On finite mixture modeling and model-based clustering of directed weighted multilayer networks V Melnykov, S Sarkar, Y Melnykov Pattern Recognition 112, 107641, 2021 | 13 | 2021 |
| Measuring the Implications of the D-Basis in Analysis of Data in Biomedical Studies K Adaricheva, JB Nation, G Okimoto, V Adarichev, A Amanbekkyzy, ... Formal Concept Analysis: 13th International Conference, ICFCA 2015, Nerja …, 2015 | 8 | 2015 |
| Tensor-variate finite mixture modeling for the analysis of university professor remuneration S Sarkar, V Melnykov, X Zhu The Annals of Applied Statistics 15 (2), 1017-1036, 2021 | 6 | 2021 |
| Multiple change point clustering of count processes with application to California COVID data S Sarkar, X Zhu Pattern Recognition Letters 157, 83-89, 2022 | 3 | 2022 |
| Finite mixture model of hidden Markov regression with covariate dependence S Sarkar, X Zhu Stat, 2022 | 3 | 2022 |
| Finite mixture of hidden Markov models for tensor-variate time series data A Asilkalkan, X Zhu, S Sarkar Advances in Data Analysis and Classification, 1-18, 2023 | | 2023 |
| Session 4: Model-based Clustering of Directed Weighted Networks V Melnykov, S Sarkar, Y Melnykov | | 2022 |
| netClust: Model-Based Clustering of Network Data S Sarkar, V Melnykov https://cran.r-project.org/web/packages/netClust/index.html, 2020 | | 2020 |
| On the use of transformations for modeling multidimensional heterogeneous data S Sarkar The University of Alabama Libraries Digital Collections, 2019 | | 2019 |
| Transcriptome of congenic mice with transient inflammatory arthritis: resque of C5 complement deficiency VA Adarichev, S Sarkar, N Kalamov, J Brucker, TS Forde, MT Shekhani, ... Nazarbayev University, 2013 | | 2013 |
| Predictive modeling in credit risk: some common practices S Sarkar Nazarbayev University, 2013 | | 2013 |
Volodymyr MelnykovProfessor of StatisticsVerified email at ua.edu
