Decoding of ternary error correcting output codes

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

Volumn 4225 LNCS, Issue , 2006, Pages 753-763

  Escalera, Sergio ^a   Pujol, Oriol ^b   Radeva, Petia ^a  

^a Barcelona Perception Computing Lab   (Spain)

^b UB ^*  (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BINARY CODES; BOOLEAN ALGEBRA; DATABASE SYSTEMS; ERROR COMPENSATION; PROBABILITY;

BINARY CLASSIFIERS; DICHOTOMIES; ERROR CORRECTING OUTPUT CODES (ECOC); REPOSITORY;

DECODING;

EID: 33845225201     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11892755_78     Document Type: Conference Paper

References (13)

1. V. Vapnik, Estimation of dependences based on empirical data, Springer, 1982.
2. V. Vapnik, The nature of statistical learning theory, Springer, 1995.
3. L. Breiman, J. Friedman, Classification and Regression Trees, Wadsworth, 1984.
4. J. Friedman, T. Hastie, R. Tibshirani, Additive logistic regression: a statistical view of boosting, (38), 1998, pp. 337-374.
5. E. Allwein, R. Schapire, Y. Singer, Reducing multiclass to binary: A unifying approach for margin classifiers, (1), 2002, pp. 113-141.
6. T. Dietterich, G. Bakiri, Solving multiclass learning problems via error-correcting output codes, (2), 1995, pp. 263-286.
7. T. Windeatt, R. Ghaderi, Coding and decoding for multi-class learning problems,(4), 2003, pp. 11-21.
8. T. Dietterich, G. Bakiri, Error-correcting output codes: A general method for improving multiclass inductive learning programs, in: A. Press (Ed.), Ninth National Conference on Artificial Intelligence, 1991, pp. 572-577.
9. T.Hastie, R.Tibshirani, Classification by pairwise grouping, (26), 1998, pp. 451-471.
10. K. Crammer, Y. Singer, On the learnability and design of output codes for multiclass problems, (47), 2002, pp. 201-233.
11. O. Pujol, P. Radeva, J. Vitrià, Discriminant ECOC: A heuristic method for application dependent design of error correcting output codes, (28), 2006, pp. 1001-1007.
12. S. Escalera, O. Pujol, P. Radeva, ECOC-ONE: A novel coding and decoding strategy, ICPR, Hong Kong, China, 2006, (in press).
13. S. Escalera, O. Pujol, P. Radeva, Forest extension of error correcting output codes and boosted landmarks, ICPR, Hong Kong, China, 2006, (in press).