Xuwen Zhu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 16

Top Topics

Transformation Matrix

Top Venues

Adv. Data Anal. Classif.

Stat. Anal. Data Min.

Publications

Michael P. B. Gallaugher, Xuwen Zhu
Modeling matrix variate time series via hidden Markov models with skewed emissions. Stat. Anal. Data Min. 17 (1) (2024)
Xuwen Zhu, Yana Melnykov, Angelina S. Kolomoytseva
Contamination transformation matrix mixture modeling for skewed data groups with heavy tails and scatter. Adv. Data Anal. Classif. 18 (1) (2024)
Shuchismita Sarkar, Xuwen Zhu
Multiple change point clustering of count processes with application to California COVID data. Pattern Recognit. Lett. 157 (2022)
Xuwen Zhu, Shuchismita Sarkar, Volodymyr Melnykov
MatTransMix: an R Package for Matrix Model-Based Clustering and Parsimonious Mixture Modeling. J. Classif. 39 (1) (2022)
Xuwen Zhu, Yana Melnykov
On Finite Mixture Modeling of Change-point Processes. J. Classif. 39 (1) (2022)
Xuwen Zhu, Yana Melnykov
Erratum to: On Finite Mixture Modeling of Change-Point Processes. J. Classif. 39 (1) (2022)
Yana Melnykov, Xuwen Zhu, Volodymyr Melnykov
Transformation mixture modeling for skewed data groups with heavy tails and scatter. Comput. Stat. 36 (1) (2021)
Yingying Zhang, Volodymyr Melnykov, Xuwen Zhu
Model-based clustering of time-dependent categorical sequences with application to the analysis of major life event patterns. Stat. Anal. Data Min. 14 (3) (2021)
Shuchismita Sarkar, Xuwen Zhu, Volodymyr Melnykov, Salvatore Ingrassia
On parsimonious models for modeling matrix data. Comput. Stat. Data Anal. 142 (2020)
Volodymyr Melnykov, Xuwen Zhu
Studying crime trends in the USA over the years 2000-2012. Adv. Data Anal. Classif. 13 (1) (2019)
Volodymyr Melnykov, Xuwen Zhu
-means algorithm to clustering skewed data. Comput. Stat. 34 (1) (2019)
Xuwen Zhu
Probability of misclassification in model-based clustering. Comput. Stat. 34 (3) (2019)
Xuwen Zhu, Volodymyr Melnykov
Manly transformation in finite mixture modeling. Comput. Stat. Data Anal. 121 (2018)
Volodymyr Melnykov, Xuwen Zhu
On model-based clustering of skewed matrix data. J. Multivar. Anal. 167 (2018)
Xuwen Zhu, Volodymyr Melnykov
ManlyMix: An R Package for Manly Mixture Modeling. R J. 9 (2) (2017)
Xuwen Zhu, Volodymyr Melnykov
Probabilistic assessment of model-based clustering. Adv. Data Anal. Classif. 9 (4) (2015)