A theoretical framework for dynamic classifier selection

Proceedings - International Conference on Pattern Recognition

Volumn 15, Issue 2, 2000, Pages 8-11

  Giacinto, Giorgio ^a   Roli, Fabio ^a  

^a UNIVERSITY OF CAGLIARI   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION THEORY; DYNAMICS;

COMBINATION OF CLASSIFIERS; DYNAMIC CLASSIFIER SELECTION; MULTIPLE CLASSIFIER SYSTEMS; OPERATION MECHANISM; OPTIMAL BAYES CLASSIFIER; OPTIMAL CLASSIFIERS; STATISTICAL DECISION THEORY; THEORETICAL FRAMEWORK;

PATTERN RECOGNITION;

EID: 0013175523     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (6)

1. Xu, L., Krzyzak, A., and Suen, C.Y.: "Methods for combining multiple classifiers and their applications to handwriting recognition". IEEE Trans. on Systems, Man, and Cyb., 1992, 22(3), pp. 418-435.
2. Hansen, L.K., and Salamon, P.: "Neural network ensembles". IEEE Trans. on Pattern Analysis and Machine Intelligence, 1990, 12(10), pp. 993-1001.
3. Giacinto, G., and Roli, F., "Adaptive Selection of Image Classifiers". Proc. of the 9th Int. Conference on Image Analysis and Processing, Lecture Notes in Computer Science 1310, Springer Verlag Ed., 1997, pp.38-45.
4. Woods, K., Kegelmeyer, W.P., and Bowyer, K.: "Combination of multiple classifiers using local accuracy estimates". IEEE Trans. on Pattern Analysis and Machine Intelligence, 1997, 19(4), pp. 405-410.
5. Giacinto, G., and Roli, F.: "Methods for Dynamic Classifier Selection", Proc. of the 10th International Conference on Image Analysis and Processing ICIAP '99, Venice, Italy, Sept 27-29, 1999, pp. 659-664.
6. Duda, R.O. and Hart, P.E. (1973), Pattern Classification and Scene Analysis. Wiley&Sons, Inc.