Quality assessment of a supervised multilabel classification rule with performance constraints

European Signal Processing Conference

Volumn , Issue , 2006, Pages

  Grall Maës, Edith ^a   Beauseroy, Pierre ^a   Bounsiar, Abdenour ^a  

^a UNIVERSITÉ DE TECHNOLOGIE DE TROYES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION RULES; CONDITIONAL PROBABILITY DENSITY; LOSS FUNCTIONS; MULTI-LABEL; OPTIMIZATION PROBLEMS; PERFORMANCE CONSTRAINTS; QUALITY ASSESSMENT;

ELECTRICAL ENGINEERING;

SIGNAL PROCESSING;

EID: 84862590781     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

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4. A. Bounsiar, P. Beauseroy, and E. Grall-Maës, "A straightforward SVM approach for classification with constraint," in Proceedings of the EUSIPCO'05, Antalya, Turkey, 2005.
5. E. Grall-Maës, P. Beauseroy, and A. Bounsiar, "Classification avec contraintes : problématique et apprentissage d'une règle de décision," in Proceedings of GRETSI'05, Louvain-la-Neuve, Belgique, 2005, pp. 1145-1148.
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7. T. Horiuchi, "Class-selective rejection rule to minimize the maximum distance between selected classes," Pattern recognition, vol. 31, no. 10, pp. 579-1588, 1998.
8. E. Grall-Maës, P. Beauseroy, and A. Bounsiar, "Multilabel classification rule with performance constraints," in ICASSP'06, Toulouse, France, 2006, accepted.