Examining influential factors and predicting outcomes in European soccer games Y Melnykov North Dakota State University, 2013 | 17 | 2013 |
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 |
Transformation mixture modeling for skewed data groups with heavy tails and scatter Y Melnykov, X Zhu, V Melnykov Computational Statistics 36, 61-78, 2021 | 9 | 2021 |
Finite mixture modeling of change point processes to discover opioid prescribing patterns: a case study of automated reports and consolidated ordering system data M Hudnall, X Yang, Y Melnykov, X Zhu, D Lewis, J Parton Communications in Statistics: Case Studies, Data Analysis and Applications 8 …, 2022 | 6 | 2022 |
On finite mixture modeling of change-point processes X Zhu, Y Melnykov Journal of Classification 39 (1), 3-22, 2022 | 5 | 2022 |
On simulating skewed and cluster-weighted data for studying performance of clustering algorithms V Melnykov, Y Wang, Y Melnykov, F Torti, D Perrotta, M Riani Journal of Computational and Graphical Statistics 33 (1), 303-309, 2024 | 1 | 2024 |
Studying contributions of variables to classification Y Melnykov, V Melnykov, X Zhu Statistics & Probability Letters 129, 318-325, 2017 | 1 | 2017 |
Session 6:< em> Model-based Clustering Analysis on the Spatial-Temporal and Intensity Patterns of Tornadoes Y Melnykov, Y Zhang, R Zheng | | 2024 |
Session 6: On Contaminated Transformation Mixture Models Y Melnykov, X Zhu, V Melnykov | | 2024 |
Contamination transformation matrix mixture modeling for skewed data groups with heavy tails and scatter X Zhu, Y Melnykov, AS Kolomoytseva Advances in Data Analysis and Classification, 1-17, 2023 | | 2023 |
Robust Estimation of Multiple Change Points in Multivariate Processes Y Melnykov, M Perry, V Melnykov Innovations in Multivariate Statistical Modeling: Navigating Theoretical and …, 2022 | | 2022 |
On Finite Mixture Modeling of Change-Point Processes (May, 10.1007/s00357-021-09385-6, 2021) X Zhu, Y Melnykov JOURNAL OF CLASSIFICATION 39 (1), 23-23, 2022 | | 2022 |
Session 8: Studying Contributions of Variables to Classification Y Melnykov, V Melnykov, X Zhu | | 2022 |
Session 4: Model-based Clustering of Directed Weighted Networks V Melnykov, S Sarkar, Y Melnykov | | 2022 |
Session 4 - Advances in Probabilistic Modeling for Machine Learning: On Finite Mixture Modeling of Change-point Processes Y Melnykov | | 2020 |
On robust estimation of multiple change points in multivariate and matrix processes Y Melnykov The University of Alabama Libraries Digital Collections, 2017 | | 2017 |
NEW DEVELOPMENTS IN APPLICATIONS OF PAIRWISE OVERLAP V Melnykov, Y Melnykov, D Perrotta, M Riani, F Torti, Y Wang Book of Short Papers, 344, 0 | | |
Transformation Mixture Modeling for Skewed Data Groups with Heavy Tails Y Melnykov, X Zhu, V Melnykov Book of Abstracts, 212, 0 | | |