Using restricted CCA for cross-language information retrieval

被引：2
|
作者：
Polajnar, Emil [1 ]
机构：
[1] Univ Ljubljana, Fac Social Sci, Ljubljana, Slovenia
来源：
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION | 2017年 / 46卷 / 06期
关键词：
Alternating least-squares; Cross-language information retrieval; Restricted canonical correlation; CANONICAL CORRELATION-ANALYSIS; FMRI DATA; REGRESSION;
D O I：
10.1080/03610918.2015.1122054
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：
Canonical correlation analysis is a method of correlating linear relationship between two sets of variables. When not any linear combination of variables is allowed, restricted canonical correlation analysis is appropriate. The method was implemented with alternating least-squares and applied to the cross-language information retrieval on a dataset with officially translated and aligned documents in eight European languages.
引用
收藏
页码：4618 / 4626
页数：9
相关论文
共 50 条
  • [1] Cross-language information retrieval
    Nie J.-Y.
    Synthesis Lectures on Human Language Technologies, 2010, 3 (01): : 1 - 142
  • [2] Cross-Language Information Retrieval
    Federico, Marcello
    COMPUTATIONAL LINGUISTICS, 2011, 37 (02) : 411 - 412
  • [3] Cross-language information retrieval
    Oard, DW
    Diekema, AR
    ANNUAL REVIEW OF INFORMATION SCIENCE AND TECHNOLOGY, 1998, 33 : 223 - 256
  • [4] Using Mutual Information Technique in Cross-Language Information Retrieval
    Sari, Syandra
    Adriani, Mirna
    DIGITAL LIBRARIES: UNIVERSAL AND UBIQUITOUS ACCESS TO INFORMATION, PROCEEDINGS, 2008, 5362 : 276 - +
  • [5] Cross-language information retrieval using web directories
    Kimura, F
    Maeda, A
    Yoshikawa, M
    Uemura, S
    2003 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS, AND SIGNAL PROCESSING, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2003, : 911 - 914
  • [6] Using Lasso RCCA for cross-language information retrieval
    Polajnar, Emil
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2018, 47 (09) : 2739 - 2748
  • [7] Using elastic net restricted kernel canonical correlation analysis for cross-language information retrieval
    Polajnar, Emil
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 51 (06) : 2924 - 2941
  • [8] Study on cross-language information retrieval
    Si, Shen
    PROCEEDINGS OF 2008 INTERNATIONAL PRE-OLYMPIC CONGRESS ON COMPUTER SCIENCE, VOL I: COMPUTER SCIENCE AND ENGINEERING, 2008, : 6 - 10
  • [9] Cross-language multimedia information retrieval
    Flank, S
    6TH APPLIED NATURAL LANGUAGE PROCESSING CONFERENCE/1ST MEETING OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE CONFERENCE AND PROCEEDINGS OF THE ANLP-NAACL 2000 STUDENT RESEARCH WORKSHOP, 2000, : 13 - 20
  • [10] Multilingual information access system using cross-language information retrieval
    Hayashi, Yoshihiko
    Matsuo, Yoshihiro
    Nagata, Masaaki
    Furuse, Osamu
    2003, Nippon Telegraph and Telephone Corp. (52):
12345