On rejecting unreliably classified patterns

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

Volumn 4472 LNCS, Issue , 2007, Pages 282-291

  Foggia, Pasquale ^a   Percannella, Gennaro ^b   Sansone, Carlo ^a   Vento, Mario ^b  

^a UNIVERSITY OF NAPLES FEDERICO II   (Italy)

^b UNIVERSITY OF SALERNO   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER SCIENCE; DATABASE SYSTEMS; INFORMATION TECHNOLOGY; PROBLEM SOLVING;

CLASSIFICATION PROBLEM; PRIMARY CLASSIFIERS; UNRELIABLY CLASSIFIED PATTERNS;

PATTERN RECOGNITION;

EID: 37249032372     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72523-7_29     Document Type: Conference Paper

References (10)

1. C.K. Chow: An optimum character recognition system using decision functions, IRE Trans. Electron. Comput., 6 (1957) 247-254.
2. C.K. Chow: On optimum recognition error and reject tradeoff. IEEE Trans. on Information Theory, 16 (1970) 41-46.
3. L. Xu, A. Krzyzak, C.Y. Suen: Method of combining multiple classifiers and their application to handwritten numeral recognition, IEEE Trans. Syst. Man Cybernetics 22 (3) (1992) 418-435.
4. G. Fumera and F. Roli: Support vector machines with embedded reject option. In: Lee S, Verri A (eds) Pattern recognition with support vector machines. Lecture Notes in Computer Science, vol 2388. Springer, Berlin Heidelberg New York, pp 68-82, 2002.
5. P. Foggia, C. Sansone, F. Tortorella, M. Vento: Multiclassification: reject criteria for the Bayesian combiner, Pattern Recognition 32 (1999) 1435-1447.
6. Y.S. Huang and C.Y. Suen: A method of combining multiple experts for the recognition of unconstrained handwritten numerals, IEEE Trans. Pattern Anal. Mach Intelligence, 17 (1995) 90-94.
7. C. Sansone, F. Tortorella, M. Vento: A Classification Reliability-driven reject rule for Milti-Expert Systems, International Journal of Pattern Recognition and Artificial Intelligence 15(6) (2001) 885-904.
8. C. Blake, E. Keogh and C. J. Merz, UCI Repository of machine learning databases, http://www.ics.uci.edu/~mlearn/MLRepository.html. University of California, Department of Information and Computer Science, Irvine, CA, 1998.
9. L.P. Cordella, P. Foggia, C. Sansone, F. Tortorella, M. Vento, Reliability Parameters to Improve Combination Strategies in Multi-Expert Systems, Pattern Analysis and Applications, Springer, vol. 2, no. 3, pp. 205-214, 1999
10. J. Kittler, M. Hatef, R.P.W. Duin, J. Matas, On Combining Classifiers. In IEEE Trans. on Pattern Analysis and Machine Intell., 20(3), pp. 226-239, March 1998.