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1

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On Simulating Skewed and Cluster-Weighted Data for Studying Performance of Clustering Algorithms

Melnykov, Volodymyr ; Wang, Yang ; Melnykov, Yana ; [et al.]

Informa UK Limited ; 2023

In: Journal of Computational and Graphical Statistics

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In: Journal of Computational and Graphical Statistics, Informa UK Limited

Type of Medium: Online Resource

ISSN: 1061-8600 , 1537-2715

URL: Article

DOI: 10.1080/10618600.2023.2210338

Language: English

Publisher: Informa UK Limited

Publication Date: 2023

detail.hit.zdb_id: 2014382-5

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2

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

Melnykov, Volodymyr ; Sarkar, Shuchismita ; Melnykov, Yana

Elsevier BV ; 2021

In: Pattern Recognition Vol. 112 ( 2021-04), p. 107641-

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In: Pattern Recognition, Elsevier BV, Vol. 112 ( 2021-04), p. 107641-

Type of Medium: Online Resource

ISSN: 0031-3203

URL: Article

DOI: 10.1016/j.patcog.2020.107641

Language: English

Publisher: Elsevier BV

Publication Date: 2021

detail.hit.zdb_id: 1466343-0

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3

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

Melnykov, Yana ; Zhu, Xuwen ; Melnykov, Volodymyr

Springer Science and Business Media LLC ; 2021

In: Computational Statistics Vol. 36, No. 1 ( 2021-03), p. 61-78

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In: Computational Statistics, Springer Science and Business Media LLC, Vol. 36, No. 1 ( 2021-03), p. 61-78

Type of Medium: Online Resource

ISSN: 0943-4062 , 1613-9658

URL: Article

DOI: 10.1007/s00180-020-01009-8

Language: English

Publisher: Springer Science and Business Media LLC

Publication Date: 2021

detail.hit.zdb_id: 1104678-8

detail.hit.zdb_id: 1480911-4

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4

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Studying contributions of variables to classification

Melnykov, Yana ; Melnykov, Volodymyr ; Zhu, Xuwen

Elsevier BV ; 2017

In: Statistics & Probability Letters Vol. 129 ( 2017-10), p. 318-325

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In: Statistics & Probability Letters, Elsevier BV, Vol. 129 ( 2017-10), p. 318-325

Type of Medium: Online Resource

ISSN: 0167-7152

URL: Article

DOI: 10.1016/j.spl.2017.06.004

Language: English

Publisher: Elsevier BV

Publication Date: 2017

detail.hit.zdb_id: 1468489-5

SSG: 17,1

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5

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Contamination transformation matrix mixture modeling for skewed data groups with heavy tails and scatter

Zhu, Xuwen ; Melnykov, Yana ; Kolomoytseva, Angelina S.

Springer Science and Business Media LLC ; 2023

In: Advances in Data Analysis and Classification

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In: Advances in Data Analysis and Classification, Springer Science and Business Media LLC

Type of Medium: Online Resource

ISSN: 1862-5347 , 1862-5355

URL: Article

DOI: 10.1007/s11634-023-00550-w

Language: English

Publisher: Springer Science and Business Media LLC

Publication Date: 2023

detail.hit.zdb_id: 2268238-7

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6

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On Finite Mixture Modeling of Change-point Processes

Zhu, Xuwen ; Melnykov, Yana

Springer Science and Business Media LLC ; 2022

In: Journal of Classification Vol. 39, No. 1 ( 2022-03), p. 3-22

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In: Journal of Classification, Springer Science and Business Media LLC, Vol. 39, No. 1 ( 2022-03), p. 3-22

Type of Medium: Online Resource

ISSN: 0176-4268 , 1432-1343

URL: Article

DOI: 10.1007/s00357-021-09385-6

Language: English

Publisher: Springer Science and Business Media LLC

Publication Date: 2022

detail.hit.zdb_id: 1459289-7

detail.hit.zdb_id: 142885-8

SSG: 24,1

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7

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Erratum to: On Finite Mixture Modeling of Change-Point Processes

Zhu, Xuwen ; Melnykov, Yana

Springer Science and Business Media LLC ; 2022

In: Journal of Classification Vol. 39, No. 1 ( 2022-03), p. 23-23

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In: Journal of Classification, Springer Science and Business Media LLC, Vol. 39, No. 1 ( 2022-03), p. 23-23

Type of Medium: Online Resource

ISSN: 0176-4268 , 1432-1343

URL: Article

DOI: 10.1007/s00357-021-09400-w

Language: English

Publisher: Springer Science and Business Media LLC

Publication Date: 2022

detail.hit.zdb_id: 1459289-7

detail.hit.zdb_id: 142885-8

SSG: 24,1

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8

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Finite mixture modeling of change point processes to discover opioid prescribing patterns: A case study of automated reports and consolidated ordering system data

Hudnall, Matthew ; Yang, Xin ; Melnykov, Yana ; [et al.]

Informa UK Limited ; 2022

In: Communications in Statistics: Case Studies, Data Analysis and Applications Vol. 8, No. 1 ( 2022-01-02), p. 199-212

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In: Communications in Statistics: Case Studies, Data Analysis and Applications, Informa UK Limited, Vol. 8, No. 1 ( 2022-01-02), p. 199-212

Type of Medium: Online Resource

ISSN: 2373-7484

URL: Article

DOI: 10.1080/23737484.2021.2010621

Language: English

Publisher: Informa UK Limited

Publication Date: 2022

detail.hit.zdb_id: 2844640-9

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