Dynamic label propagation for semi-supervised multi-class multi-label classification

作者：

Highlights：

• We proposes a semi-supervised method on multi-class/multi-label classification.

• We extend our method to handle multiple modality.

• Our method is particularly effective with few number of labeled examples.

• Our method can output a useful graph as data representation for other applications.

摘要

Highlights•We proposes a semi-supervised method on multi-class/multi-label classification.•We extend our method to handle multiple modality.•Our method is particularly effective with few number of labeled examples.•Our method can output a useful graph as data representation for other applications.

论文关键词：Dynamic label propagation,Multi-modality,Semi-supervised

论文评审过程：Received 6 January 2015, Revised 1 September 2015, Accepted 8 October 2015, Available online 19 October 2015, Version of Record 24 December 2015.

论文官网地址：https://doi.org/10.1016/j.patcog.2015.10.006