Neural network applications in stylometry: The federalist papers

Language Resources and Evaluation

Volumn 30, Issue 1, 1996, Pages 1-10

  Tweedie, F J ^a   Singh, S ^a   Holmes, D I ^a  

^a UNIVERSITY OF THE WEST OF ENGLAND   (United Kingdom)

Author keywords

Authorship attribution; Function words; Neural networks; The federalist Papers

Indexed keywords

EID: 53349096656     PISSN: 1574020X     EISSN: 15728412     Source Type: Journal    
DOI: 10.1007/BF00054024     Document Type: Article

References (29)

1. Anderson, J. A. and E. Rosenfeld, eds. Neurocomputing: Foundations of Research. MIT Press, 1989.
2. Bailey, R. W. "Authorship Attribution in a Forensic Setting". In Advances in Computer-Aided Literary and Linguistic Research. Proceedings of the Fifth International Symposium on Computers in Literary and Linguistic Research. Eds. D. E. Ager, F. E. Knowles and J. Smith. Birmingham, 1979, pp. 1-15.
3. Bourne, E. G. "The Authorship of The Federalist". In Essays in Historical Criticism. New York: Charles Scribner's Sons, 1901, pp. 113-45.
4. Brunet, E. Vocabulaire de Jean Giraudoux: Structure et Evolution. Genève: Slatkine, 1978.
5. Cox, D. R. and L. Brandwood. "On a Discriminatory Problem Connected with the Works of Plato". Journal of the Royal Statistical Society, Series B, 21, 1 (1959), 195-200.
6. Damerau, F. J. "The Use of Function Word Frequencies as Indicators of Style". Computers and the Humanities, 9 (1975), 271-80.
7. de Morgan, S. E. Memoir of Augustus de Morgan by his Wife Sophia Elizabeth de Morgan with Selections from his Letters. London: Longmans, Green, and Co., 1882.
8. Donnelly, C. A. and F. J. Tweedie. "A Multivariate Test for the Attribution of Authorship". Forthcoming in Forensic Linguistics, 3, 1 (1996).
9. Evans, W., P. B. Musgrove, J. Davies and J. D. Phillips. "Use of a Neural Network to Differentiate Iron Deficiency Anaemia from Beta Thalassaemia Minor". In Proceedings of the International Conference on Neural Networks and Expert Systems in Medicine and Healthcare. 1994, pp. 61-62.
10. Farringdon, M. G. and A. Q. Morton. "Fielding and the Federalist". Technical Report. CSC 90/R6. University of Glasgow, 1990.
11. Fu, L. M. Neural Networks in Computer Intelligence. Singapore: McGraw-Hill, 1994.
12. Hecht-Nielson, R. Neurocomputing. Addison Wesley, 1989.
13. Hilton, M. L. and D. I. Holmes. "An Assessment of Cumulative Sum Charts for Authorship Attribution". Literary and Linguistic Computing, 8, 2 (1993), 73-80.
14. Holmes, D. I. "A Stylometric Analysis of Mormon Scripture and Related Texts". Journal of the Royal Statistical Society, Series A, 155, 1 (1992), 91-120.
15. Holmes, D. I. "Authorship Attribution". Computers and the Humanities, 28, 2 (1994), 87-106.
16. Holmes, D. I. and F. J. Tweedie. "The Cusum Controversy". Forthcoming in Forensic Linguistics, 3, 1 (1996).
17. Jain, A. K., R. C. Dubes and C. C. Chen. "Bootstrap Techniques for Error Estimation". IEEE Transactions on Pattern Analysis and Machine Intelligence, 9 (1987), 628-33.
18. Lewis, P. A. "Some Results in Tests for Poisson Processes". Biometrika, 52 (1965), 67-77.
19. Matthews, R. and T. Merriam. "Neural Computation in Stylometry I: An Application to the Works of Shakespeare and Fletcher". Literary and Linguistic Computing, 8, 4 (1993), 203-209.
20. McColly, W. B. and D. Weier. "Literary Attribution and Likelihood Ratio Tests: The Case of the Middle English Pearl-poems". Computers and the Humanities, 17 (1983), 65-75.
21. McMurty, G. J. "Adaptive Optimization Procedures". In A Prelude to Neural Networks: Adaptive and Learning Systems. Ed. J. M. Mendel. Prentice Hall, 1994.
22. Mendenhall, T. C. "The Characteristic Curves of Composition". Science, 11 (1887), 237-49.
23. Merriam, T. V. N. "An Experiment with the Federalist Papers". Computers and the Humanities, 23 (1989), 251-54.
24. Michaelson, S., A. Q. Morton and N. Hamilton-Smith, "To Couple is the Custom". Technical Report CSR-22-79. University of Edinburgh Department of Computer Science, 1979.
25. Mosteller, F. and D. L. Wallace. Applied Bayesian and Classical Inference: The Case of the Federalist Papers. Addison-Wesley, 1964.
26. Oakman, R. L. Computer Methods for Literary Research. Columbia: University of South Carolina Press, 1980.
27. Press, W., S. T. Flannery and W. Vetterling. Numerical Recipes in C. Cambridge University Press, 1988.
28. Stone, M. "Cross-validatory Choice and Assessment of Statistical Predictions". Journal of the Royal Statistical Society, Series B, 36 (1974), 111-47.
29. van Camp, D. A Users Guide to the Xerion Neural Network Simulator: Version 3.1. Department of Computer Science, University of Toronto, 1993.