Particle swarm model selection for authorship verification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5856 LNCS, Issue , 2009, Pages 563-570

  Escalante, Hugo Jair ^a   Montes, Manuel ^a   Villaseñor, Luis ^a  

^a INSTITUTO NACIONAL DE ASTROFÍSICA   (Mexico)

Author keywords

[No Author keywords available]

Indexed keywords

AUTHORSHIP VERIFICATION; BINARY CLASSIFIERS; FEATURE SELECTION METHODS; PARTICLE SWARM;

CLASSIFIERS; COMPUTER APPLICATIONS; COMPUTER VISION; LEARNING ALGORITHMS;

FEATURE EXTRACTION;

EID: 78651244369     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-10268-4_66     Document Type: Conference Paper

References (13)

1. Argamon, S., Marin, S., Stein, S.: Style mining of electronic messages for multiple authorship discrimination. In: Proc. of SIGKDD 2003, pp. 475-480 (2003)
2. Coyotl-Morales, R.M., Villaseñor-Pineda, L., Montes-y-Gómez, M., Rosso, P.: Authorship attribution using word sequences. In: Martínez-Trinidad, J.F., Carrasco Ochoa, J.A., Kittler, J. (eds.) CIARP 2006. LNCS, vol. 4225, pp. 844-853. Springer, Heidelberg (2008)
3. Engelbrecht, A.: Fundamentals of Computational Swarm Intelligence. Wiley, Chichester (2006)
4. Escalante, H.J., Montes, M., Sucar, E.: Particle swarm model selection. Journal of Machine Learning Research 10, 405-440 (2009)
5. Gorissen, D., Tommasi, L., Croon, J., Dhaene, T.: Automatic model type selection with heterogeneous evolution. In: Proc. of WCCI 2008, pp. 989-996 (2008)
6. Guyon, I., Saffari, A., Dror, G., Cawley, G.: Analysis of the IJCNN 2007 ALvsPK challenge. Neural Networks 21(2-3), 544-550 (2008)
7. Van Halteren, H.: Linguistic profiling for author recognition and verification. In: Proc. of ACL 2004, pp. 199-206 (2004)
8. Hastie, T., Tibshirani, R., Friedman, J.: The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer, Heidelberg (2001)
9. Houvardas, J., Stamatatos, E.: N-gram feature selection for author identification. In: Euzenat, J., Domingue, J. (eds.) AIMSA 2006. LNCS (LNAI), vol. 4183, pp. 77-86. Springer, Heidelberg (2006)
10. Koppel, M., Schler, J.: Authorship verification as a one-class classification problem. In: Proc. of ICML 2004, p. 62 (2004)
11. Luyckx, K., Daelemans, W.: Authorship attribution and verification with many authors and limited data. In: Proc. of COLING 2008, pp. 513-520 (2008)
12. Momma, M., Bennett, K.: A pattern search method for model selection of support vector regression. In: Proc. of SIAM-CDM (2002)
13. Stamatatos, E.: A survey of modern authorship attribution methods. Journal of the American Society for Information Science and Technology 60(3), 538-556 (2006)