Melnykov, Volodymyr : rechercher sur Z-Library

Le plus grand référentiel d'articles scientifiques au monde. 70,000,000+ d'articles gratuitement.

Don't use scam websites

Livres
Articles (37)
Les plus populaires
Liste
- Liste
- Tableau

1

Initializing the EM algorithm in Gaussian mixture models with an unknown number of components

Volodymyr Melnykov, Igor Melnykov

Journal:

Computational Statistics & Data Analysis

Année:

2012

Langue:

english

Fichier:

PDF, 1.50 MB

english, 2012

2

Finite mixture models and model-based clustering

Melnykov, Volodymyr, Maitra, Ranjan

Journal:

Statistics Surveys

Année:

2010

Langue:

english

Fichier:

PDF, 1.79 MB

english, 2010

3

Efficient estimation in model-based clustering of Gaussian regression time series

Volodymyr Melnykov

Journal:

Statistical Analysis and Data Mining

Année:

2012

Langue:

english

Fichier:

PDF, 104 KB

english, 2012

4

On model-based clustering of skewed matrix data

Melnykov, Volodymyr, Zhu, Xuwen

Journal:

Journal of Multivariate Analysis

Année:

2018

Langue:

english

Fichier:

PDF, 297 KB

english, 2018

5

Model-based biclustering of clickstream data

Melnykov, Volodymyr

Journal:

Computational Statistics & Data Analysis

Année:

2014

Langue:

english

Fichier:

PDF, 876 KB

english, 2014

6

Studying Complexity of Model-based Clustering

Michael, Semhar, Melnykov, Volodymyr

Journal:

Communications in Statistics - Simulation and Computation

Année:

2016

Langue:

english

Fichier:

PDF, 2.49 MB

english, 2016

7

Challenges in model-based clustering

Melnykov, Volodymyr

Journal:

Wiley Interdisciplinary Reviews: Computational Statistics

Année:

2013

Langue:

english

Fichier:

PDF, 637 KB

english, 2013

8

Manly transformation in finite mixture modeling

Zhu, Xuwen, Melnykov, Volodymyr

Journal:

Computational Statistics & Data Analysis

Année:

2016

Langue:

english

Fichier:

PDF, 2.02 MB

english, 2016

9

Merging Mixture Components for Clustering Through Pairwise Overlap

Melnykov, Volodymyr

Journal:

Journal of Computational and Graphical Statistics

Année:

2016

Langue:

english

Fichier:

PDF, 1.14 MB

english, 2016

10

An effective strategy for initializing the EM algorithm in finite mixture models

Michael, Semhar, Melnykov, Volodymyr

Journal:

Advances in Data Analysis and Classification

Année:

2016

Langue:

english

Fichier:

PDF, 1.49 MB

english, 2016

11

Data-Driven Analytics for Personalized Medical Decision Making

Melnykova, Nataliia, Shakhovska, Nataliya, Gregus, Michal, Melnykov, Volodymyr, Zakharchuk, Mariana, Vovk, Olena

Journal:

Année:

2020

Fichier:

PDF, 1.37 MB

2020

12

Accounting for spot matching uncertainty in the analysis of proteomics data from two-dimensional gel electrophoresis

Volodymyr Melnykov, Ranjan Maitra, Dan Nettleton

Journal:

Année:

2011

Langue:

english

Fichier:

PDF, 766 KB

english, 2011

13

Clustering through empirical likelihood ratio

Melnykov, Volodymyr, Shen, Gang

Journal:

Computational Statistics & Data Analysis

Année:

2013

Langue:

english

Fichier:

PDF, 904 KB

english, 2013

14

On -means algorithm with the use of Mahalanobis distances

Melnykov, Igor, Melnykov, Volodymyr

Journal:

Statistics & Probability Letters

Année:

2014

Langue:

english

Fichier:

PDF, 950 KB

english, 2014

15

Finite mixture modelling in mass spectrometry analysis

Melnykov, Volodymyr

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Année:

2013

Langue:

english

Fichier:

PDF, 967 KB

english, 2013

16

On the distribution of posterior probabilities in finite mixture models with application in clustering

Melnykov, Volodymyr

Journal:

Journal of Multivariate Analysis

Année:

2013

Langue:

english

Fichier:

PDF, 1.71 MB

english, 2013

17

Bootstrapping for Significance of Compact Clusters in Multidimensional Datasets

Maitra, Ranjan, Melnykov, Volodymyr, Lahiri, Soumendra N.

Journal:

Journal of the American Statistical Association

Année:

2012

Langue:

english

Fichier:

PDF, 1.44 MB

english, 2012

18

Semi-supervised model-based clustering with positive and negative constraints

Melnykov, Volodymyr, Melnykov, Igor, Michael, Semhar

Journal:

Advances in Data Analysis and Classification

Année:

2016

Langue:

english

Fichier:

PDF, 706 KB

english, 2016

19

Simulating Data to Study Performance of Finite Mixture Modeling and Clustering Algorithms

Maitra, Ranjan, Melnykov, Volodymyr

Journal:

Journal of Computational and Graphical Statistics

Année:

2010

Langue:

english

Fichier:

PDF, 2.59 MB

english, 2010

20

Probabilistic assessment of model-based clustering

Zhu, Xuwen, Melnykov, Volodymyr

Journal:

Advances in Data Analysis and Classification

Année:

2015

Langue:

english

Fichier:

PDF, 1.20 MB

english, 2015

21

Merging Mixture Components for Clustering Through Pairwise Overlap

Melnykov, Volodymyr

Journal:

Journal of Computational and Graphical Statistics

Année:

2016

Fichier:

PDF, 1.14 MB

2016

22

Finite Mixture Modeling of Gaussian Regression Time Series with Application to Dendrochronology

Michael, Semhar, Melnykov, Volodymyr

Journal:

Journal of Classification

Année:

2016

Langue:

english

Fichier:

PDF, 635 KB

english, 2016

23

Studying contributions of variables to classification

Melnykov, Yana, Melnykov, Volodymyr, Zhu, Xuwen

Journal:

Statistics & Probability Letters

Année:

2017

Langue:

english

Fichier:

PDF, 570 KB

english, 2017

24

Studying crime trends in the USA over the years 2000–2012

Melnykov, Volodymyr, Zhu, Xuwen

Journal:

Advances in Data Analysis and Classification

Année:

2018

Langue:

english

Fichier:

PDF, 883 KB

english, 2018

25

An extension of the K-means algorithm to clustering skewed data

Melnykov, Volodymyr, Zhu, Xuwen

Journal:

Computational Statistics

Année:

2018

Langue:

english

Fichier:

PDF, 1.46 MB

english, 2018

26

Regioselective decarboxylative addition of malonic acid and its mono(thio)esters to 4-trifluoromethylpyrimidin-2(1 H )-ones

Melnykov, Sergii V, Pataman, Andrii S, Dmytriv, Yurii V, Shishkina, Svitlana V, Vovk, Mykhailo V, Sukach, Volodymyr A

Journal:

Beilstein Journal of Organic Chemistry

Année:

2017

Langue:

english

Fichier:

PDF, 1.99 MB

english, 2017

27

Study of regioselectivity in cyanomethylation of 4-(trifluoromethyl)pyrimidin-2(1Н)-ones

Tkachuk, Viktor M., Melnykov, Serhii V., Vorobei, Anastasiia V., Sukach, Volodymyr A., Vovk, Mykhailo V.

Journal:

Chemistry of Heterocyclic Compounds

Année:

2019

Fichier:

PDF, 255 KB

2019

28

Clustering Large Datasets by Merging K-Means Solutions

Melnykov, Volodymyr, Michael, Semhar

Journal:

Journal of Classification

Année:

2019

Fichier:

PDF, 2.85 MB

2019

29

On parsimonious models for modeling matrix data

Sarkar, Shuchismita, Zhu, Xuwen, Melnykov, Volodymyr, Ingrassia, Salvatore

Journal:

Computational Statistics & Data Analysis

Année:

2019

Langue:

english

Fichier:

PDF, 1.24 MB

english, 2019

30

Using Big Data for Formalization the Patient’s Personalized Data

Melnykova, Nataliia, Shakhovska, Natalia, ml, Michal Greguš, Melnykov, Volodymyr

Journal:

Procedia Computer Science

Année:

2019

Langue:

english

Fichier:

PDF, 683 KB

english, 2019

31

A Note on the Formal Implementation of the K-means Algorithm with Hard Positive and Negative Constraints

Melnykov, Igor, Melnykov, Volodymyr

Journal:

Journal of Classification

Année:

2020

Langue:

english

Fichier:

PDF, 696 KB

english, 2020

32

On variable selection in matrix mixture modeling

Wang, Yang, Melnykov, Volodymyr

Journal:

Année:

2020

Fichier:

PDF, 1.08 MB

2020

33

Gaussian mixture modeling and model-based clustering under measurement inconsistency

Sarkar, Shuchismita, Melnykov, Volodymyr, Zheng, Rong

Journal:

Advances in Data Analysis and Classification

Année:

2020

Fichier:

PDF, 3.42 MB

2020

34

Transformation mixture modeling for skewed data groups with heavy tails and scatter

Melnykov, Yana, Zhu, Xuwen, Melnykov, Volodymyr

Journal:

Computational Statistics

Année:

2020

Fichier:

PDF, 544 KB

2020

35

Mixture modeling of data with multiple partial right-censoring levels

Michael, Semhar, Miljkovic, Tatjana, Melnykov, Volodymyr

Journal:

Advances in Data Analysis and Classification

Année:

2020

Fichier:

PDF, 671 KB

2020

36

On finite mixture modeling and model-based clustering of directed weighted multilayer networks

Melnykov, Volodymyr, Sarkar, Shuchismita, Melnykov, Yana

Journal:

Pattern Recognition

Année:

2020

Fichier:

PDF, 22.36 MB

2020

37

[IEEE 2020 10th International Conference on Advanced Computer Information Technologies (ACIT) - Deggendorf, Germany (2020.9.16-2020.9.18)] 2020 10th International Conference on Advanced Computer Information Technologies (ACIT) - The Applying Processing Intelligence Methods for Classify Persons in Identify Personalized Medication Decisions

Melnykova, Nataliia, Shakhovska, Nataliya, Melnykov, Volodymyr, Zakharchuk, Mariana, Logoyda, Mykola, Mahlovanyi, Vitalii

Année:

2020

Fichier:

PDF, 1.26 MB

2020