메뉴 건너뛰기




Volumn 36, Issue 2, 2006, Pages 249-259

Assessing the effectiveness of feature groups in author recognition tasks with the SOM model

Author keywords

Author identification; Self organizing map (SOM); Stylometry

Indexed keywords

DATA REDUCTION; DATABASE SYSTEMS; FEATURE EXTRACTION; INFORMATION RETRIEVAL; LINGUISTICS; STATISTICAL METHODS; VECTORS;

EID: 33645975819     PISSN: 10946977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCC.2004.843242     Document Type: Article
Times cited : (8)

References (19)
  • 2
    • 85040385892 scopus 로고    scopus 로고
    • "Outside the cave of shadows: Using syntactic annotation to enhance authorship attribution"
    • R. H. Baayen, H. van Halteren, and F. J. Tweedie, "Outside the cave of shadows: Using syntactic annotation to enhance authorship attribution," Literary Linguist. Comput., vol. 11, no. 3, pp. 121-131, 1996.
    • (1996) Literary Linguist. Comput. , vol.11 , Issue.3 , pp. 121-131
    • Baayen, R.H.1    van Halteren, H.2    Tweedie, F.J.3
  • 3
    • 84937184917 scopus 로고    scopus 로고
    • "Subsets and homogeneity: Authorship attribution in the scriptores historiae augustae"
    • P. J. Gurney and L. W. Gurney, "Subsets and homogeneity: Authorship attribution in the scriptores historiae augustae," Literary Linguist. Comput., vol. 13, no. 3, pp. 133-140, 1998.
    • (1998) Literary Linguist. Comput. , vol.13 , Issue.3 , pp. 133-140
    • Gurney, P.J.1    Gurney, L.W.2
  • 4
    • 0003340767 scopus 로고    scopus 로고
    • "Stylistic experiments in information retrieval"
    • T. Strzalkowski, Ed. Dordrecht, Germany: Kluwer
    • J. Karlgren, "Stylistic experiments in information retrieval," in Natural Language Information Retrieval, T. Strzalkowski, Ed. Dordrecht, Germany: Kluwer, 1999, pp. 147-166.
    • (1999) Natural Language Information Retrieval , pp. 147-166
    • Karlgren, J.1
  • 5
    • 14344252197 scopus 로고
    • "Neural computation in stylometry I: An application to the works of Shakespeare and Fletcher"
    • R. Matthews and T. Merriam, "Neural computation in stylometry I: An application to the works of Shakespeare and Fletcher," Literary Linguist. Comput., vol. 8, no. 4, pp. 203-209, 1993.
    • (1993) Literary Linguist. Comput. , vol.8 , Issue.4 , pp. 203-209
    • Matthews, R.1    Merriam, T.2
  • 6
    • 0009302395 scopus 로고    scopus 로고
    • "Neural networks in stylometry: The Federalist Papers"
    • F. J. Tweedie, S. Singh, and D. I. Holmes, "Neural networks in stylometry: The Federalist Papers," Comput. Humanities, vol. 30, pp. 1-10, 1996.
    • (1996) Comput. Humanities , vol.30 , pp. 1-10
    • Tweedie, F.J.1    Singh, S.2    Holmes, D.I.3
  • 7
    • 0003410791 scopus 로고    scopus 로고
    • 2nd ed. Berlin, Germany: Springer-Verlag
    • T. Kohonen, Self-Organizing Maps, 2nd ed. Berlin, Germany: Springer-Verlag, 1997.
    • (1997) Self-Organizing Maps
    • Kohonen, T.1
  • 8
    • 0002929327 scopus 로고    scopus 로고
    • "Statistical aspects of the WEBSOM system in organizing document collections"
    • D. W. Scott, Ed. Fairfax Station, VA: Interface Foundation of North America
    • S. Kaski, K. Lagus, T. Honkela, and T. Kohonen, "Statistical aspects of the WEBSOM system in organizing document collections," in Computing Science and Statistics, D. W. Scott, Ed. Fairfax Station, VA: Interface Foundation of North America, 1998, vol. 29, pp. 281-290.
    • (1998) Computing Science and Statistics , vol.29 , pp. 281-290
    • Kaski, S.1    Lagus, K.2    Honkela, T.3    Kohonen, T.4
  • 10
    • 33646013753 scopus 로고    scopus 로고
    • "Discriminating the registers and styles in the modern Greek language - Part 2: Extending the feature vector to optimize author discrimination"
    • G. Tambouratzis, S. Markantonatou, N. Hairetakis, M. Vassiliou, D. Tambouratzis, and G. Carayannis, "Discriminating the registers and styles in the modern Greek language - Part 2: Extending the feature vector to optimize author discrimination," Literary Linguist. Comput., vol. 19, no. 2, pp. 221-242, 2004.
    • (2004) Literary Linguist. Comput. , vol.19 , Issue.2 , pp. 221-242
    • Tambouratzis, G.1    Markantonatou, S.2    Hairetakis, N.3    Vassiliou, M.4    Tambouratzis, D.5    Carayannis, G.6
  • 11
    • 33645991651 scopus 로고    scopus 로고
    • "Applying the SOM model to text classification according to register and stylistic content"
    • G. Tambouratzis, N. Hairetakis, S. Markantonatou, and G. Carayannis, "Applying the SOM model to text classification according to register and stylistic content," Int. J. Neural Syst., vol. 13, no. 1, pp. 1-11, 2003.
    • (2003) Int. J. Neural Syst. , vol.13 , Issue.1 , pp. 1-11
    • Tambouratzis, G.1    Hairetakis, N.2    Markantonatou, S.3    Carayannis, G.4
  • 13
    • 0002072189 scopus 로고    scopus 로고
    • "Self-organization of very large document collections: State of the art"
    • T. Kohonen, "Self-organization of very large document collections: State of the art," in Proc. ICANN Conf., vol. 1, 1998, pp. 65-74.
    • (1998) Proc. ICANN Conf. , vol.1 , pp. 65-74
    • Kohonen, T.1
  • 14
    • 2542480962 scopus 로고    scopus 로고
    • "Mining massive document collections by the WEBSOM method"
    • to be published
    • K. Lagus, S. Kaski, and T. Kohonen, "Mining massive document collections by the WEBSOM method," Inf. Sci., vol. 163, no. 1-3, pp. 135-156, 2004, to be published.
    • (2004) Inf. Sci. , vol.163 , Issue.1-3 , pp. 135-156
    • Lagus, K.1    Kaski, S.2    Kohonen, T.3
  • 15
    • 0002320685 scopus 로고
    • "Script recognition with hierarchical feature maps"
    • R. Mikkulainen, "Script recognition with hierarchical feature maps," Connect. Sci., vol. 2, no. 1-2, pp. 83-101, 1990.
    • (1990) Connect. Sci. , vol.2 , Issue.1-2 , pp. 83-101
    • Mikkulainen, R.1
  • 16
    • 0034187784 scopus 로고    scopus 로고
    • "Clustering of the self-organizing map"
    • May
    • J. Vesanto and E. Alhoniemi, "Clustering of the self-organizing map," IEEE Trails. Neural Netw,, vol. 11, no. 3, pp. 586-600, May 2000.
    • (2000) IEEE Trails. Neural Netw , vol.11 , Issue.3 , pp. 586-600
    • Vesanto, J.1    Alhoniemi, E.2
  • 17
    • 33646015532 scopus 로고    scopus 로고
    • SOM Toolbox for Matlab 5. SOM Toolbox Team, Helsinki Univ. Technology, Helsinki, Finland. [Online] Report A57
    • J. Vesanto, J. Himberg, E. Alhoniemi, and J. Parhankangas. (2000) SOM Toolbox for Matlab 5. SOM Toolbox Team, Helsinki Univ. Technology, Helsinki, Finland. [Online] Report A57
    • (2000)
    • Vesanto, J.1    Himberg, J.2    Alhoniemi, E.3    Parhankangas, J.4
  • 18
    • 0003862399 scopus 로고
    • "Term weighting approaches in automatic text retrieval"
    • Dept. Comp. Sci., Cornell Univ., Int. Rep. TR87-881
    • G. Salton and C. Buckley, "Term weighting approaches in automatic text retrieval," Dept. Comp. Sci., Cornell Univ., Int. Rep. TR87-881,, 1987.
    • (1987)
    • Salton, G.1    Buckley, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.