title   
  

Basit birleştirici tipleri için doğrusal olmayan sınıflandırıcı birleştirme (Nonlinear classifier combination for simple combination types)

Şen, Mehmet Umut and Erdoğan, Hakan (2011) Basit birleştirici tipleri için doğrusal olmayan sınıflandırıcı birleştirme (Nonlinear classifier combination for simple combination types). In: IEEE 19th Conference on Signal Processing and Communications Applications (SIU 2011), Kemer, Antalya

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Official URL: http://dx.doi.org/10.1109/SIU.2011.5929830

Abstract

Classifier combination has been an important research area because of their contribution to the accuracy and robustness. Supervised linear combiner types are shown to be strong combiners; but nonlinear types are not well investigated. In this work, we show a method to obtain non-linear versions of simple linear combiner types. Experiments are conducted on four different databases and results are examined. It is observed that we can obtain better accuracies with non-linear combinations for certain types.

Item Type:Papers in Conference Proceedings
Uncontrolled Keywords:nonlinear classifier combination , supervised linear combiner types
Subjects:UNSPECIFIED
ID Code:18532
Deposited By:Hakan Erdoğan
Deposited On:24 Dec 2011 22:26
Last Modified:24 Dec 2011 22:26

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