On Extensions of k-Means Clustering for Automated Gating of Flow Cytometry Data

被引：8
|
作者：
Luta, George [1 ]
机构：
[1] Georgetown Univ, Med Ctr, Lombardi Comprehens Canc Ctr, Dept Biostat Bioinformat & Biomath, Washington, DC 20007 USA
来源：
CYTOMETRY PART A | 2011年 / 79A卷 / 01期
关键词：
NONNEGATIVE MATRIX FACTORIZATION;
D O I：
10.1002/cyto.a.20988
中图分类号：
Q5 [生物化学];
学科分类号：
071010 ; 081704 ;
摘要：
引用
收藏
页码：3 / 5
页数：3
相关论文
共 50 条
  • [1] K-Means Extensions for Clustering Categorical Data
    Alwersh, Mohammed
    Kovacs, Laszlo
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (09) : 492 - 507
  • [2] flowPeaks: a fast unsupervised clustering for flow cytometry data via K-means and density peak finding
    Ge, Yongchao
    Sealfon, Stuart C.
    [J]. BIOINFORMATICS, 2012, 28 (15) : 2052 - 2058
  • [3] Extensions to the k-means algorithm for clustering large data sets with categorical values
    Huang, ZX
    [J]. DATA MINING AND KNOWLEDGE DISCOVERY, 1998, 2 (03) : 283 - 304
  • [4] Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values
    Zhexue Huang
    [J]. Data Mining and Knowledge Discovery, 1998, 2 : 283 - 304
  • [5] Automated K-Means Clustering and R Implementation
    Kim, Sung-Soo
    [J]. KOREAN JOURNAL OF APPLIED STATISTICS, 2009, 22 (04) : 723 - 733
  • [6] Clustering of Image Data Using K-Means and Fuzzy K-Means
    Rahmani, Md. Khalid Imam
    Pal, Naina
    Arora, Kamiya
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2014, 5 (07) : 160 - 163
  • [7] K-Means Clustering With Incomplete Data
    Wang, Siwei
    Li, Miaomiao
    Hu, Ning
    Zhu, En
    Hu, Jingtao
    Liu, Xinwang
    Yin, Jianping
    [J]. IEEE ACCESS, 2019, 7 : 69162 - 69171
  • [8] Automated Gating of flow cytometry data via robust model-based clustering
    Lo, Kenneth
    Brinkman, Ryan Remy
    Gottardo, Raphael
    [J]. CYTOMETRY PART A, 2008, 73A (04) : 321 - 332
  • [9] k-Means Clustering of Asymmetric Data
    Olszewski, Dominik
    [J]. HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, PT I, 2012, 7208 : 243 - 254
  • [10] Soil data clustering by using K-means and fuzzy K-means algorithm
    Hot, Elma
    Popovic-Bugarin, Vesna
    [J]. 2015 23RD TELECOMMUNICATIONS FORUM TELFOR (TELFOR), 2015, : 890 - 893
12345