Multi-class Probability SVM Fusion Using Fuzzy Integral for Fault Diagnosis

@inproceedings{Hu2005MulticlassPS,
  title={Multi-class Probability SVM Fusion Using Fuzzy Integral for Fault Diagnosis},
  author={Zhonghui Hu and Yunze Cai and Xing He and Ye Li and Xiaoming Xu},
  booktitle={ISNN},
  year={2005}
}
A multi-class probability support vector machine (MPSVM) is designed by training the sigmoid function to mapping the outputs of standard SVMs into posterior probabilities and then combining these learned probability SVMs. The method of using fuzzy integral to combine multiple MPSVMs is proposed to deal with distributed multi-source multi-class problems. The… CONTINUE READING