]> 2026-04-04T19:10:51+02:00 Publications:Soft fusion of neural classifiers 500 en <p>This paper presents three schemes for soft fusion of outputs of multiple neural classifiers. The weights assigned to classifiers or groups of them are data dependent. The first scheme performs linear combination of outputs of classifiers and, in fact, is the BADD defuzzification strategy. The second approach involves calculation of fuzzy integrals. The last scheme performs weighted averaging with data dependent weights. An empirical evaluation using widely accessible data sets substantiates the validity of the approaches with data dependent weights compared to various existing combination schemes of multiple classifiers. The majority rule, combination by averaging, the weighted averaging, the Borda count, and the fuzzy integral have been used for the comparison.</p> 5th International Conference on Neural Information Processing (ICONIP 98) / 1998 Annual Conference of the Japanese-Neural-Network-Society (JNNS 98), Kitakyushu, Japan, Oct. 21-23, 1998 http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:544872 198 ICONIP'98 : The Fifth International Conference on Neural Information Processing, jointly with JNNS'98, the 1998 annual conference of the Japanese Neural Network Society : Kitakyushu, Japan, October 21-23, 1998 : proceedings, Volume 1 Conference Paper 195 Soft fusion of neural classifiers 1998 2016-09-30T20:41:30Z 2457662.3621528 Soft fusion of neural classifiers 500 0 plainlist list 1 [[:Publications:Soft fusion of neural classifiers]] Soft fusion of neural classifiers# QUERYf1ff71e67ecfff0666f68a811a995ce7 500 [2,"smw-datavalue-property-restricted-annotation-use","Publisher"] Soft fusion of neural classifiers# ERR6c155b5d70b69ddb590b4f2e73389c2a 500 [2,"smw-datavalue-property-restricted-annotation-use","Author"] Soft fusion of neural classifiers# ERRe24f17e090c98448f3de99d03182b7b6