A fast consistent grid-based clustering algorithm

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A fast consistent grid-based clustering algorithm. / Tarasenko, Anton S.; Berikov, Vladimir B.; Pestunov, Igor A. et al.

In: Pattern Analysis and Applications, Vol. 27, No. 4, 139, 12.2024.

Research output: Contribution to journal › Article › peer-review

BibTeX

@article{8887a07d51084ea38225cbc130350de7,

title = "A fast consistent grid-based clustering algorithm",

abstract = "The frozen mummy of the large felid cub was found in the Upper Pleistocene permafrost on the Badyarikha River (Indigirka River basin) in the northeast of Yakutia, Russia. The study of the specimen appearance showed its significant differences from a modern lion cub of similar age (three weeks) in the unusual shape of the muzzle with a large mouth opening and small ears, the very massive neck region, the elongated forelimbs, and the dark coat color. Tomographic analysis of the mummy skull revealed the features characteristic of Machairodontinae and of the genus Homotherium. For the first time in the history of paleontology, the appearance of an extinct mammal that has no analogues in the modern fauna has been studied.",

keywords = "Big data, Clustering, Density level sets, Estimator for the number of clusters",

author = "Tarasenko, {Anton S.} and Berikov, {Vladimir B.} and Pestunov, {Igor A.} and Rylov, {Sergey A.} and Ruzankin, {Pavel S.}",

note = "The study of A.S. Tarasenko was supported by the Program for fundamental scientific research of the Siberian Branch of the Russian Academy of Sciences, project FWNF-2022-0010. The study of V.B. Berikov was supported by the Program for fundamental scientific research of the Siberian Branch of the Russian Academy of Sciences, project FWNF-2022-0015. The study of P.S. Ruzankin was supported by the Program for fundamental scientific research of the Siberian Branch of the Russian Academy of Sciences, project FWNF-2024-0001. The study of S.A. Rylov and I.A. Pestunov was supported within the state assignment of Ministry of Science and Higher Education of the Russian Federation for Federal Research Center for Information and Computational Technologies.",

year = "2024",

month = dec,

doi = "10.1007/s10044-024-01354-0",

language = "English",

volume = "27",

journal = "Pattern Analysis and Applications",

issn = "1433-7541",

publisher = "Springer London",

number = "4",

}

RIS

TY - JOUR

T1 - A fast consistent grid-based clustering algorithm

AU - Tarasenko, Anton S.

AU - Berikov, Vladimir B.

AU - Pestunov, Igor A.

AU - Rylov, Sergey A.

AU - Ruzankin, Pavel S.

N1 - The study of A.S. Tarasenko was supported by the Program for fundamental scientific research of the Siberian Branch of the Russian Academy of Sciences, project FWNF-2022-0010. The study of V.B. Berikov was supported by the Program for fundamental scientific research of the Siberian Branch of the Russian Academy of Sciences, project FWNF-2022-0015. The study of P.S. Ruzankin was supported by the Program for fundamental scientific research of the Siberian Branch of the Russian Academy of Sciences, project FWNF-2024-0001. The study of S.A. Rylov and I.A. Pestunov was supported within the state assignment of Ministry of Science and Higher Education of the Russian Federation for Federal Research Center for Information and Computational Technologies.

PY - 2024/12

Y1 - 2024/12

N2 - The frozen mummy of the large felid cub was found in the Upper Pleistocene permafrost on the Badyarikha River (Indigirka River basin) in the northeast of Yakutia, Russia. The study of the specimen appearance showed its significant differences from a modern lion cub of similar age (three weeks) in the unusual shape of the muzzle with a large mouth opening and small ears, the very massive neck region, the elongated forelimbs, and the dark coat color. Tomographic analysis of the mummy skull revealed the features characteristic of Machairodontinae and of the genus Homotherium. For the first time in the history of paleontology, the appearance of an extinct mammal that has no analogues in the modern fauna has been studied.

AB - The frozen mummy of the large felid cub was found in the Upper Pleistocene permafrost on the Badyarikha River (Indigirka River basin) in the northeast of Yakutia, Russia. The study of the specimen appearance showed its significant differences from a modern lion cub of similar age (three weeks) in the unusual shape of the muzzle with a large mouth opening and small ears, the very massive neck region, the elongated forelimbs, and the dark coat color. Tomographic analysis of the mummy skull revealed the features characteristic of Machairodontinae and of the genus Homotherium. For the first time in the history of paleontology, the appearance of an extinct mammal that has no analogues in the modern fauna has been studied.

KW - Big data

KW - Clustering

KW - Density level sets

KW - Estimator for the number of clusters

UR - https://www.scopus.com/record/display.uri?eid=2-s2.0-85208745855&origin=inward&txGid=0ccc9264e339666245083e028d2553be

UR - https://www.mendeley.com/catalogue/04271cf9-673f-3cce-aeec-08a924e96184/

U2 - 10.1007/s10044-024-01354-0

DO - 10.1007/s10044-024-01354-0

M3 - Article

VL - 27

JO - Pattern Analysis and Applications

JF - Pattern Analysis and Applications

SN - 1433-7541

IS - 4

M1 - 139

ER -

ID: 61100322