DATA STRUCTURES IN KERNEL DENSITY ESTIMATION.

被引：0
|
作者：
Devroye, Luc [1 ]
Machell, Fred [1 ]
机构：
[1] McGill Univ, Sch of Computer, Science, Montreal, Que, Can, McGill Univ, Sch of Computer Science, Montreal, Que, Can
来源：
IEEE Transactions on Pattern Analysis and Machine Intelligence | 1985年 / PAMI-7卷 / 03期
关键词：
COMPUTER PROGRAMMING - Algorithms;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The authors analyze and compare several data structures and algorithms for evaluating the kernel density estimate. Frequent evaluations of this estimate are for example needed for plotting, error estimation, Monte Carlo estimation of probabilities and functionals, and pattern classification. An experimental comparison is included.
引用
收藏
页码：360 / 366
相关论文
共 50 条
  • [31] On boosting kernel density methods for multivariate data: Density estimation and classification
    Di Marzio M.
    Taylor C.C.
    Statistical Methods and Applications, 2005, 14 (2): : 163 - 178
  • [32] Kernel Density Estimation, Kernel Methods, and Fast Learning in Large Data Sets
    Wang, Shitong
    Wang, Jun
    Chung, Fu-lai
    IEEE TRANSACTIONS ON CYBERNETICS, 2014, 44 (01) : 1 - 20
  • [33] ks: Kernel density estimation and kernel discriminant analysis for multivariate data in R
    Duong, Tarn
    JOURNAL OF STATISTICAL SOFTWARE, 2007, 21 (07): : 1 - 16
  • [34] Kernel Density Estimation with Missing Data: Misspecifying the Missing Data Mechanism
    Dubnicka, Suzanne R.
    NONPARAMETRIC STATISTICS AND MIXTURE MODELS: A FESTSCHRIFT IN HONOR OF THOMAS P HETTMANSPERGER, 2011, : 114 - 135
  • [35] Kernel estimation of conditional density with truncated, censored and dependent data
    Liang, Han-Ying
    Liu, Ai-Ai
    JOURNAL OF MULTIVARIATE ANALYSIS, 2013, 120 : 40 - 58
  • [36] MULTIDIMENSIONAL DATA CLUSTERING BASED ON FAST KERNEL DENSITY ESTIMATION
    Yin, Xun-Fu
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4, 2013, : 311 - 315
  • [37] Kernel density estimation under weak dependence with sampled data
    Wu, BL
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1997, 61 (01) : 141 - 154
  • [38] Exploratory orientation data analysis: kernel density estimation and clustering
    Schaeben, H.
    1600, Trans Tech Publ, Aedermannsdorf, Switzerland (157-6):
  • [39] Fast Rotation Kernel Density Estimation over Data Streams
    Lei, Runze
    Wang, Pinghui
    Li, Rundong
    Jia, Peng
    Zhao, Junzhou
    Guan, Xiaohong
    Deng, Chao
    KDD '21: PROCEEDINGS OF THE 27TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING, 2021, : 892 - 902
  • [40] Development of a kernel density estimation with hybrid estimated bounded data
    Kang, Young-Jin
    Noh, Yoojeong
    Lim, O-Kaung
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2018, 32 (12) : 5807 - 5815
12345