Random-Walk Based Approximate <i>k</i>-Nearest Neighbors Algorithm for Diffusion State Distance

Lenore J. Cowen; Xiaozhe Hu; Junyuan Lin; Yue Shen; Kaiyi Wu

doi:10.1007/978-3-030-97549-4_1

Random-Walk Based Approximate <i>k</i>-Nearest Neighbors Algorithm for Diffusion State Distance

Lenore J. Cowen, Xiaozhe Hu, Junyuan Lin, Yue Shen, Kaiyi Wu

Mathematics, Statistics and Data Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Large-scale Scientific Computing (lssc 2021)
Editors	I Lirkov, S Margenov
Pages	3-15
Number of pages	13
DOIs	https://doi.org/10.1007/978-3-030-97549-4_1
State	Published - 2022

Keywords

Diffusion State Distance
Random walk
K-nearest neighbors

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10.1007/978-3-030-97549-4_1

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title = "Random-Walk Based Approximate k-Nearest Neighbors Algorithm for Diffusion State Distance",

keywords = "Diffusion State Distance, Random walk, K-nearest neighbors",

author = "Cowen, \{Lenore J.\} and Xiaozhe Hu and Junyuan Lin and Yue Shen and Kaiyi Wu",

year = "2022",

doi = "10.1007/978-3-030-97549-4\_1",

language = "English",

pages = "3--15",

editor = "I Lirkov and S Margenov",

booktitle = "Large-scale Scientific Computing (lssc 2021)",

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TY - GEN

T1 - Random-Walk Based Approximate k-Nearest Neighbors Algorithm for Diffusion State Distance

AU - Cowen, Lenore J.

AU - Hu, Xiaozhe

AU - Lin, Junyuan

AU - Shen, Yue

AU - Wu, Kaiyi

PY - 2022

Y1 - 2022

KW - Diffusion State Distance

KW - Random walk

KW - K-nearest neighbors

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U2 - 10.1007/978-3-030-97549-4_1

DO - 10.1007/978-3-030-97549-4_1

M3 - Conference contribution

SP - 3

EP - 15

BT - Large-scale Scientific Computing (lssc 2021)

A2 - Lirkov, I

A2 - Margenov, S

ER -

Random-Walk Based Approximate <i>k</i>-Nearest Neighbors Algorithm for Diffusion State Distance

Keywords

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