Classification of Publications Based on Statistical Analysis of Scientific Terms Distributions

被引：0
|
作者：
Balys, Vaidas [1 ]
Rudzkis, Rimantas [1 ]
机构：
[1] Inst Math & Informat, Vilnius, Lithuania
来源：
AUSTRIAN JOURNAL OF STATISTICS | 2008年 / 37卷 / 01期
关键词：
Probability Distribution; Statistical Classification;
D O I：
暂无
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
The problem of classification of scientific texts is considered. Models and methods based on probabilistic distributions of scientific terms in text are discussed. The comparative study of proposed and a few of popular alternative algorithms was performed. The results of experimental study over real-world data are reported.
引用
收藏
页码：109 / 118
页数：10
相关论文
共 50 条
  • [41] Living Systems in Russia are Evaluated in Terms of the Number of Scientific Publications Related to the Subject
    Sychev, V. V.
    kolesnichenko, A. V.
    ACTA NATURAE, 2009, 1 (01): : 19 - 31
  • [42] A new statistical methodology for classification of sky luminance distributions based on scan data
    Markou, Marina T.
    Bartzokas, Aristides
    Kambezidis, Harry D.
    ATMOSPHERIC RESEARCH, 2007, 86 (3-4) : 261 - 277
  • [43] Measuring the impact of health research data in terms of data citations by scientific publications
    Bai, Yongmei
    Du, Jian
    SCIENTOMETRICS, 2022, 127 (12) : 6881 - 6893
  • [44] ADVANCED STUDY INSTITUTE ON STATISTICAL DISTRIBUTIONS IN SCIENTIFIC WORK
    PATIL, GP
    INTERNATIONAL STATISTICAL REVIEW, 1975, 43 (03) : 341 - 344
  • [45] THE SCIENCE CITATION INDEX AND THE MEASUREMENT OF NATIONAL PERFORMANCE IN TERMS OF NUMBERS OF SCIENTIFIC PUBLICATIONS
    LEYDESDORFF, L
    SCIENTOMETRICS, 1989, 17 (1-2) : 111 - 120
  • [46] Measuring the impact of health research data in terms of data citations by scientific publications
    Yongmei Bai
    Jian Du
    Scientometrics, 2022, 127 : 6881 - 6893
  • [47] Statistical Indicators of the Scientific Publications Importance: A Stochastic Model and Critical Look
    Klebanov, Lev B.
    Kuvaeva, Yulia V.
    Volkovich, Zeev E.
    MATHEMATICS, 2020, 8 (05)
  • [48] A gene-prediction algorithm based on the statistical combination and the classification in terms of gene characteristics
    Tong, Q
    Zheng, HR
    Wang, XF
    PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND BRAIN, VOLS 1-3, 2005, : 673 - 677
  • [49] SCIENTIFIC ANALYSIS OF PUBLICATIONS OF THE ORTHOPEDICS AND TRAUMATOLOGY JOURNAL
    VETLOVA, NE
    NAUCHNO-TEKHNICHESKAYA INFORMATSIYA SERIYA 1-ORGANIZATSIYA I METODIKA INFORMATSIONNOI RABOTY, 1982, (05): : 14 - 15
  • [50] An Analysis of Recent FDA Oncology Scientific Publications
    Schneider, Julie A.
    Miklos, Andrew C.
    Onken, James
    Gong, Yutao
    Calcagno, Anna Maria
    Blumenthal, Gideon M.
    Aragon, Richard
    Pazdur, Richard
    ONCOLOGIST, 2020, 25 (03): : 266 - 270
12345