Authorship attribution in Arabic using a hybrid of evolutionary search and linear discriminant analysis

2010 UK Workshop on Computational Intelligence, UKCI 2010

Volumn , Issue , 2010, Pages

  Shaker, Kareem ^a   Corne, David ^a  

^a HERIOT WATT UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

AUTHORSHIP ATTRIBUTION; EVOLUTIONARY SEARCH; EXCELLENT PERFORMANCE; FUNCTION WORDS; LINEAR DISCRIMINANT ANALYSIS; SUBJECT MATTERS; USAGE PATTERNS;

ARTIFICIAL INTELLIGENCE; DISCRIMINANT ANALYSIS;

EVOLUTIONARY ALGORITHMS;

EID: 78650208781     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/UKCI.2010.5625580     Document Type: Conference Paper

References (22)

1. Mosteller, F., Wallace, D. (1964) Inference and Disputed Authorship: The Federalist, Reading: Addison-Wesley.
2. Binongo, J. (2003) Who Wrote the 15th Book of Oz? An Application of Multivariate Analysis to Authorship Attribution, Chance, 16(2):9-17.
3. Juola, P., Sofko, J., Brennan, P. (2006). A Prototype for Authorship Attribution Studies. Literary and Linguistic Computing 21:169-178
4. Argamon, S., Levitan, S. (2005). Measuring the usefulness of Function Words for Authorship Attribution. Proc. Joint Conf. Ass.Comp.Hum.& Lit. Ling. Comp.
5. Kjell, B. (1994). Authorship Determination Using Letter-pair Frequency Features with Neural Network Classifiers. Literary & Linguistic Comp, 9, 119-124
6. Fung, G., Olvi, M. (2003) The Disputed Federalist Papers: SVM Feature Selection via Concave Minimization (2003).
7. Brainerd, B. (1975). Statistical anlaysis of Lexical data using Chi-squared and related distributions. Computers and the Humanities, 9, 161-178
8. Burrows, J. (1987). Word Patterns and Story Shapes: The Statistical Analysis of Narrative Style. Literary and Linguistic Computing, 2, 61-67.
9. Doležel, L., Bailey, R. (Eds.). (1969). Statistics and Style. New York: Elsevier.
10. Holmes, D. (1998) The Evolution of Stylometry in Humanities Scholarship, Literary & Linguistic Comp, 13(3):111-117
11. Holmes, D., Forsyth, R. (1995) The Federalist Revisited: New Directions in Authorship Attribution, Literary & Linguistic Computing, 10(2):111-127
12. Li, J., Zheng, R., Chen, H. (2006) From fingerprint to writeprint, Communications of the ACM, 49(4):76-82.
13. Efimovich, S., Gennadyevich, S. (2003) Automatic search of indicators of text authorship, Proc. Korea-Russia International Symposium, 185-188.
14. Mendenhall, T.C. (1887) The Characteristic Curves of Composition, Science, IX, 237-249.
15. Mendenhall, T.C. (1901) A mechanical solution to a literary problem, Pop. Sci. Monthly, 60: 97-105.
16. Williams, C.B. (1975) Mendenhall's studies of word-length distribution in the works of Shakespeare and Bacon, Biometrika, 62(1): 207-212.
17. Shaker, K., Corne, D., Everson, R. (2007) Investigating hybrids of evolutionary search and linear discriminant analysis for authorship attribution, Proc. 2007 IEEE Congress on Evol. Computation, pp. 2071-2077.
18. Stamatatos, E., Fakotakis, N., Kokkinakis, G. (2001) Computer-based authorship attribution without lexical measures, Computers & the Humanities, 35, 193-214.
19. th Int'l Conf. on the Statistical Analysis of Textual Data, (JADT).
20. Yule, G, (1939) On sentence-length as a statistical characteristic of style in prose, ... Biometrika, 30: 363-390.
21. Morton, A.Q. (1978) Literary Detection, New York: Scribners.
22. Sichel, H.S. (1975) On a distribution law for word frequencies, J. of the American Statistical Association, 70: 542-547.