Follow
Yana Melnykov
Title
Cited by
Cited by
Year
Examining influential factors and predicting outcomes in European soccer games
Y Melnykov
North Dakota State University, 2013
172013
On finite mixture modeling and model-based clustering of directed weighted multilayer networks
V Melnykov, S Sarkar, Y Melnykov
Pattern Recognition 112, 107641, 2021
132021
Transformation mixture modeling for skewed data groups with heavy tails and scatter
Y Melnykov, X Zhu, V Melnykov
Computational Statistics 36, 61-78, 2021
92021
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
62022
On finite mixture modeling of change-point processes
X Zhu, Y Melnykov
Journal of Classification 39 (1), 3-22, 2022
52022
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
12024
Studying contributions of variables to classification
Y Melnykov, V Melnykov, X Zhu
Statistics & Probability Letters 129, 318-325, 2017
12017
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
The system can't perform the operation now. Try again later.
Articles 1–18