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Principal component analysis for authorship attribution Cover

Principal component analysis for authorship attribution

By: Amir Jamak,  Alen Savatić and  Mehmet Can  
Open Access
|Sep 2012

References

  1. Andrić, I. (1981). Na Drini Ćuprija, Svjetlost, Sarajevo.
  2. Andrić, I. (1989). Znakovi Pored Puta, Svjetlost, Sarajevo.
  3. Andrić, I. (1980). Prokleta Avlija, Svjetlost, Sarajevo.
  4. Binongo, J. (2003), "Who wrote the 15th book of Oz? An application of multivariate analysis to authorship attribution", Chance, Vol. 16, No. 2, pp. 9-17.10.1080/09332480.2003.10554843
  5. Bosch, R, Smith J. (1998), "Separating hyperplanes and the authorship of the disputed federalist papers", The American Mathematical Monthly, Vol. 105, No. 7, pp. 601-608.10.1080/00029890.1998.12004933
  6. Burrows, J. (1992), "Not unless you ask nicely: The interpretative nexus between analysis and information", Literary and Linguistic Computing, Vol. 7, No. 2, pp. 91-109.10.1093/llc/7.2.91
  7. Can, M, Jamak, A, Savatić, A. (2012), "Teaching Neural Networks to Detect the Authors of Texts Using Lexical Descriptors", Southeast Europe Journal of Soft Computing, Vol. 1, No. 1, pp. 57-72.10.21533/scjournal.v1i1.75
  8. Chaski, C. (2001), "Empirical evaluations of language-based author identification techniques", Journal of Forensic Linguistics, Vol. 8, No. 1, pp. 1-65.10.1558/sll.2001.8.1.1
  9. Chaski, C. (2005), "Who's at the keyboard? Authorship attribution in digital evidence investigations", International Journal of Digital Evidence, Vol. 4, No. 1, pp. 14.
  10. Fung, G. (2003), "The disputed Federalist Papers: SVM feature selection using concave minimization", Proceedings of the 2003 Conference on Diversity in Computing, Tapia Companion, Atlanta, pp. 42-46.10.1145/948542.948551
  11. Hayes, J. F. (2008), "Authorship Attribution: A Principal Component and Linear Discriminant Analysis of the Consistent Programmer Hypothesis", International Journal of Computers and Their Applications, Vol. 15, No. 2, pp. 79-99.
  12. Holmes, D. (1998), "The evolution of stylometry in humanities scholarship", Literary and Linguistic Computing, Vol. 13, No. 3, pp. 111-117.10.1093/llc/13.3.111
  13. Holmes, D, Forsyth R. (1995), "The Federalist revisited: New directions in authorship attribution", Literary and Linguistic Computing, Vol. 10, No. 2, pp. 111-127.10.1093/llc/10.2.111
  14. Holmes, D, Gordon L, Wilson C. (2001), "A widow and her soldier: Stylometry and the American Civil War", Literary and Linguistic Computing, Vol. 16, No. 4, pp. 403-420.10.1093/llc/16.4.403
  15. Juola, P. (2006), "Authorship attribution", Foundations and Trends in Information Retrieval, Vol. 1, No. 3, pp. 233-334.10.1561/1500000005
  16. Juola, P, Sofko J, Brennan P. (2006), "A prototype for authorship attribution studies", Literary and Linguistic Computing, Vol. 21, No. 2, pp. 169-178.10.1093/llc/fql019
  17. Kjell, B. (1994), "Authorship determination using letter pair frequency features with neural network classifiers", Literary and Linguistic Computing, Vol. 9, No. 2, pp. 119-124.10.1093/llc/9.2.119
  18. Markov, A. A. (1916). Ob odnom primenenii statisticheskogo metoda (On some application of statistical method). In: Izvestia Akademii Nauk. (Russia). Ser.6, vol. X, N4, p.239 (in Russian).
  19. Mendenhall, T. C. (1887). The characteristic curves of composition. Science, IX, 237-49.10.1126/science.ns-9.214S.237
  20. Morozov, N. A. (1915). Lingvisticheskie spektry (Linguistic spectrums). In: Izvestia Akademii Nauk (Russia), (Section of Russian Language), Books 1-4, vol. XX, (in Russian).
  21. Mosteller, F, Wallace, DL. (1964), Inference and Disputed Authorship: The Federalist, Addison Wesley, Reading, MA.
  22. Peng, R, Hengartner N. (2002), "Quantitative analysis of literary styles", The American Statistician, Vol. 56, No. 3, pp. 175-185.10.1198/000313002100
  23. Savatić, A, Jamak A, Can M. (2012), "Detecting the Authors of Texts by Boosting Neural Network Committee Machines", Southeast Europe Journal of Soft Computing, Vol. 1, No. 1, pp. 81-92.10.21533/scjournal.v1i1.77
  24. Selimović, M. M. (1966). Derviš i smrt, Svjetlost, Sarajevo.
  25. Selimović, M. M. (1970). Tvrdjava, Svjetlost, Sarajevo.
  26. Selman S, Turan K, Kuşakçı A. O. (2011), "Distingtion of the Authors of Texts Using Multilayered Feedforward Neural Networks", S. Europe Journal of Soft Computing, Vol. 1, No. 1, pp. 128-138.
  27. Simpson, E. H. (1949) "Measurement of diversity". Nature 163, 688-688.10.1038/163688a0
  28. Sušić, D. (1966). Pobune, Veselin Masleša, Sarajevo.
  29. Williams, C. (1975), "Mendenhall's studies of word-length distribution in the works of Shakespeare and Bacon", Biometrika, Vol. 62, No. 1, pp. 207-212.10.1093/biomet/62.1.207
  30. Yule, G. U. (1944) The Statistical Study of Literary Vocabulary, Cambridge University Press.
  31. Zipf, G. K. (1935) The Psychobiology of Language. Houghton-Mifflin.
DOI: https://doi.org/10.2478/v10305-012-0012-2 | Journal eISSN: 1847-9375 | Journal ISSN: 1847-8344
Language: English
Page range: 49 - 56
Published on: Sep 19, 2012
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2012 Amir Jamak, Alen Savatić, Mehmet Can, published by IRENET - Society for Advancing Innovation and Research in Economy
This work is licensed under the Creative Commons License.

Volume 3 (2012): Issue 2 (September 2012)