A Novel Label Enhancement Algorithm Based on Manifold Learning

Pattern Recognition（2023）

引用 3|浏览26

暂无评分

摘要

•Propose a label enhancement model to solve the multi-label learning (M- LL) problem.•A recursive form for incremental estimation of the feature function, and the label propagation for obtaining the hidden supervisory information of labels in the data.•An enhanced maximum entropy model based on conditional random field is established as the objective to obtain the predicted label distribution.

查看译文

关键词

Multi-label learning,Label enhancement,Incremental subspace learning,Label propagation,Manifold learning,Conditional random field

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要